A Rule Based Schwa Deletion Algorithm for Punjabi TTS System / Parminder Singh
Clause Based Approach for Ordering in MT Using OpenLogos / Arpana Sharma ; Neha Narang ; Sonal Dixit
Comparison of Feature Extraction Methods for Recognition of Isolated Handwritten Characters in Gurmukhi Script / Dharam Veer Sharma ; Puneet Jhajj
Dewarping Machine Printed Documents of Gurmukhi Script / Shilpi Wadhwa
Developing Oriya Morphological Analyzer Using Lt-Toolbox / Itisree Jena ; Himani Chaudhry ; Dipti M. Sharma
Durational Characteristics of Indian Phonemes for Language Discrimination / B. Lakshmi kanth ; Venkatesh Keri ; Kishore S. Prahallad
A Transliteration Based Word Segmentation System for Shahmukhi Script / Tejinder Singh Saini
Optimizing Character Class Count for Devnagari Optical Character Recognition / Jasbir Singh
Multifont Oriya Character Recognition Using Curvelet Transform / Swati Nigam ; Ashish Khare
Exploiting Ontology for Concept Based Information Retrieval / Aditi Sharan ; Manju Lata Joshi ; Anupama Pandey
Parsing of Kumauni Language Sentences after Modifying Earley's Algorithm / Rakesh Pandey ; Nihar Ranjan Pande ; H.S. Dhami
Comparative Analysis of Gabor and Discriminating Feature Extraction Techniques for Script Identification / Rajneesh Rani ; Renu Dhir ; Gurpreet Singh lehal
Poster
Automatic Word Aligning Algorithm for Hindi-Punjabi Parallel Text / Karuna Jindal ; Shikha Jindal
Making Machine Translations Polite: The Problematic Speech Acts / Ritesh Kumar
Tagging Sanskrit Corpus Using BIS POS Tagset / Madhav Gopal ; Girish Nath Jha
Manipuri Transliteration from Bengali Script to Meitei Mayek: A Rule Based Approach / Kishorjit Nongmeikapam ; Ningombam Herojit Singh ; Sonia Thoudam ; Sivaji Bandyopadhyay
Online Handwriting Recognition for Malayalam Script / T.R. Indhu
Optimized Multi Unit Speech Database for High Quality FESTIVAL TTS / T. Sajini
Comparative Analysis of Printed Hindi and Punjabi Text Based on Statistical Parameters / Lalit Goyal
Participles in English to Sanskrit Machine Translation / Vimal Mishra ; R.B. Mishra
Web-Drawn Corpus for Indian Languages: A Case of Hindi / Narayan Choudhary
Handwritten Hindi Character Recognition Using Curvelet Transform / Gyanendra K. Verma ; Shitala Prasad ; Piyush Kumar
Challenges in Developing a TTS for Sanskrit / Diwakar Mishra ; Kalika Bali
A Hybrid Learning Algorithm for Handwriting Recognition / Binu P. Chacko ; P. Babu Anto
Hindi to Punjabi Machine Translation System
Cascading Style Sheet Styling Issues in Punjabi Language / Swati Mittal ; R.K. Sharma ; Parteek Bhatia
Translation of Hindi se to Tamil in a MT System / Sobha Lalitha Devi ; P. Pralayankar ; V. Kavitha ; S. Menaka
Preprocessing Phase of Punjabi Language Text Summarization / Vishal Gupta
Comparative Analysis of Tools Available for Developing Statistical Approach Based Machine Translation System / Ajit Kumar
Discriminative Techniques for Hindi Speech Recognition System / Rajesh Kumar Aggarwal ; Mayank Dave
An Experiment on Resolving Pronominal Anaphora in Hindi: Using Heuristics / Kiran Pala ; Rafiya Begum
A Novel GA Based OCR Enhancement and Segmentation Methodology for Marathi Language in Bimodal Framework / Amarjot Singh ; Ketan Bacchuwar ; Akash Choubey
Panmozhi Vaayil - A Multilingual Indie Keyboard Interface for Business and Personal Use / H.R. Shiva Kumar ; Abhinava Shivakumar ; Akshay Rao ; Sriraman Arun ; A.G. Ramakrishnan
Power Spectral Density Estimation Using Yule Walker AR Method for Tamil Speech Signal / V. Radha ; C. Vimala
Challenges in NP Case-Mapping in Sanskrit Hindi Machine Translation / Kumar Nripendra Pathak
Modeified BLEU for Measuring Performance of a Machine-Translation Software / Kalyan Joshi ; M.B. Rajarshi
Demo Abstracts
A System for Online Gurmukhi Script Recognition
Spoken Isolated Word Recognition of Punjabi Language Using Dynamic Time Warp Technique / Ravinder Kumar ; Mohanjit Singh
Text-To-Speech Synthesis System for Punjabi Language
Hand-Filled Form Processing System for Gurmukhi Script
Urdu to Hindi and Reverse Transliteration System / V.S. Kalra
iPlugin: Indian Language Web Application Development Tool / Anup Kanaskar ; Vrundesh Waghmare
An OCR System for Printed Indie Scripts / Tushar Patnaik
Gujarati Text - TO - Speech System / Samyak Bhuta ; S. Rama Mohan
Large Web Corpora for Indian Languages / Adam Kilgarriff ; Girish Duvuru
Localization of EHCPRs System in the Multilingual Domain: An Implementation / Sarika Jain ; Deepa Chaudhary ; N.K. Jain
Author Index
Oral
A Novel Method to Segment Online Gurmukhi Script / Manoj K. Sachan ; Gurpreet Singh Lehal ; Vijender Kumar Jain
Automatic Speech Segmentation and Multi Level Labeling Tool / R. Ravindra Kumar ; K. G. Sulochana ; Jose Stephen
The Scientific Contribution of Marek Sergot / Steve Barker ; Andrew J.I. Jones ; Antonis Kakas ; Robert A. Kowalski ; Alessio Lomuscio ; Rob Miller ; Stephen Muggleton ; Giovanni Sartor
Semi-negative Abductive Logic Programs with Implicative Integrity Constraints: Semantics and Properties / Paolo Mancarella ; Francesca Toni
What Is Negation as Failure? / Dov M. Gabbay
Temporal Reasoning and Action Languages / Part II：
The Importance of the Past in Interval Temporal Logics: The Case of Propositional Neighborhood Logic / Dario Delia Monica ; Angela Montanari ; Pietro Sala
Argumentation and the Event Calculus / Evgenios Hadjisoteriou
Reactive Event Calculus for Monitoring Global Computing Applications / Stefano Bragaglia ; Federico Chesani ; Paola Mello ; Marco Montali ; Paolo Torroni
Reasoning about the Intentions of Agents / Justin Blount ; Michael Gelfond
Symbolic Model Checking for Temporal-Epistemic Logic / Wojciech Penczek
GOAL Agents Instantiate Intention Logic / Koen V. Hindriks ; Wiebe van der Hoek ; John-Jules Ch. Meyer
AI and Law / Part III：
Open Texture and Argumentation: What Makes an Argument Persuasive?
Irrationality in Persuasive Argumentation / Paul E. Dunne
Some Reflections on Two Current Trends in Formal Argumentation / Henry Prakken
Deontic Logic and Norm-Governed Systems / Part IV：
On the Representation of Normative Sentences in FOL / Steven O. Kimbrough
Why Be Afraid of Identity? Comments on Sergot and Prakken's Views / Xavier Parent
Deon+: Abduction and Constraints for Normative Reasoning / Marco Alberti ; Marco Gavanelli ; Evelina Lamma
Contrary-To-Duties in Games / Paolo Turrini ; Leendert van der Torre ; Silvano Colombo Tosatto
Logical Approaches to Policies and Authorization / Part V：
Logical Approaches to Authorization Policies
Decentralized Governance of Distributed Systems via Interaction Control / Naftaly H. Minsky
Managing User-Generated Content as a Knowledge Commons / Jeremy Pitt
Author Index
Marek Sergot: A Memoir / Trevor Bench-Capon
The Scientific Contribution of Marek Sergot / Steve Barker ; Andrew J.I. Jones ; Antonis Kakas ; Robert A. Kowalski ; Alessio Lomuscio ; Rob Miller ; Stephen Muggleton ; Giovanni Sartor
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj
Ensemble Pruning Using Harmony Search / Shina Sheen ; S.V. Aishwarya ; R. Anitha ; S.V. Raghavan ; S.M. Bhaskar
A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees / José A. Sáez ; Mikel Galar ; Julián Luengo ; Francisco Herrera
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System / Miroslaw Kordos ; Piotr Kania ; Pawel Budzyna ; Marcin Blachnik ; Tadeusz Wieczorek ; Slawomir Golak
Transfer Learning Approach to Debt Portfolio Appraisal / Tomasz Kajdanounicz ; Slawomir Plamowski ; Przemyslaw Kazienko ; Wojciech Indyk
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output / Henrietta Toman ; Laszlo Kovacs ; Agnes Jonas ; Lajos Hajdu ; Andras Hajdu
HAIS for Computer Security (HAISFCS)
Towards the Reduction of Data Used for the Classification of Network Flows / Maciej Grzenda
Encrypting Digital Images Using Cellular Automata / A. Martín del Rey ; G. Rodríguez Sánchez ; A. de la Villa Cuenca
Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outlines for Security Applications / Zorana Banković ; David Fraga ; Juan Carlos Vallejo ; José M. Moya
Cryptographic Applications of 3x3 Block Upper Triangular Matrices / Rafael Álvarez ; Francisco Martínez ; José-Francisco Vicent ; Antonio Zamora
Digital Chaotic Noise Using Tent Map without Scaling and Discretization Process / Ruben Vazquez-Medina ; José Luis Del-Río-Correa ; César Enrigue Rojas-López ; José Alejandro Díaz-Méndez
Comparison of Competitive Learning for SOM Used in Classification of Partial Discharge / Rubén Jaramillo-Vacio ; Alberto Ochoa-Zezzatti ; Armando Rios-Lira
Identification of Different Types of Minority Class Examples in Imbalanced Data / Krystyna Napierala ; Jerzy Stefanowski
Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers / Ana M. Martínez ; Geoffrey I. Webb ; M. Julia Flores ; José A. Gámez
An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier / Stefanos Ougiaroglou ; Georgios Evangelidis ; Dimitris A. Dervos
A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection / Joaquín Derrac ; Isaac Triguero ; Salvador García
Improving Multi-label Classifiers via Label Reduction with Association Rules / Francisco Charte ; Antonio Rivera ; María José del Jesús
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining / Olgierd Unold ; Maciej Dobrowolski ; Henryk Maciejewski ; Pawel Skrobanek ; Ewa Walkowicz
A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification
Hybrid Artificial Intelligence Systems in Management of Production Systems
Adaptive Inventory Control in Production Systems / Balázs Lénárt ; Katarzyna Grzybowska ; Mónika Cimer
Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP Systems / Izabela Rojek ; Mieczyslaw Jagodizinski
Intelligent Data Processing in Recycling of Household Appliances / Edward Chlebus ; Kamil Krot ; Michal Kuliberda ; Boleslaw Jodkowski
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables / Anna Burduk
Hybrid Methods Aiding Organisational and Technological Production Preparation Using Simulation Models of Nonlinear Production Systems / Arkadiusz Kowalski ; Tomasz Marut
The Concept of Intelligent System for Horizontal Transport in a Copper Ore Mine / Tomasz Chlebus ; Pawel Stefaniak
Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive Production / Damian Krenczyk ; Krzysztof Kalinowski ; Cezary Crabowik
The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based System / Cezary Grabowik
Hybrid Artificial Intelligent Systems for Ordinal Regression
An Experimental Study of Different Ordinal Regression Methods and Measures / P.A. Gutiérrez ; M. Pérez-Ortiz ; F. Fernández-Navarro ; J. Sánchez-Monedero ; C. Hervás-Martínez
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology / Huanhuan Chen ; P. A. Gutiérrez ; Xin Yao
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions / M. Dorado-Moreno
Hybrid Metaheuristics for Combinatorial Optimization and Modelling Complex Systems
A Genetic Programming Approach for Solving the Linear Ordering Problem / P. C. Pop ; O. Matei
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms / Enrique de la Cal ; José R. Villar ; Marco García-Tamargo ; Javier Sedano
A Simple Artificial Chemistry Model for Nash Equilibria Detection in Large Cournot Games / Rodica Ioana Lung ; Lucian Sturzu-Nastase
Dynamics of Networks Evolved for Cellular Automata Computation / Anca Gog ; Camelia Chira
From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSs / Marco Pota ; Massimo Esposito ; Giuseppe De Pietro
Combining Metaheuristic Algorithms to Solve a Scheduling Problem / Ma Belén Vaquerizo ; Bruno Baruque ; Emilio Corchado
Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing
Image Analysis Pipeline for Automatic Karyotyping / Izaro Goienetxea ; Iñigo Barandiaran ; Carlos Jauquicoa ; Grégory Maclair ; Manuel Graña
A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates / Ramón Moreno
A Hybrid Segmentation of Abdominal CT Images / Josu Maiora
Hybrid Computational Methods for Hyperspectral Image Analysis / Miguel A. Veganzones
Image Security and Biometrics: A Review / Ion Marqués
Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging / M. Termenon ; A. Barrós-Loscertales ; J.C. Bustamante ; C. Ávila
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion / Jorge Garcia-Gutierrez ; Daniel Mateos-Garcia ; Jose C. Riquelme-Santos
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images / Marcos Eduardo Valle ; Peter Sussner ; Estevão Esmi
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification / Fábio Sakuray ; Laécio Barros
A Novel Lattice Associative Memory Based on Dendritic Computing / Gerhard X. Ritter ; Darya Chyzhyk ; Gonzalo Urcid
Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization / Iván Macía
Workshop
Nonstationary Models of Patterns Recognition and Classifier Combinations
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data / Krystyna Napierula
Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift / Zahra Ahmadi ; Hamid Beigy
Continuous User Feedback Learning for Data Capture from Business Documents / Marcel Hanke ; Klemens Muthmann ; Daniel Schuster ; Alexander Schill ; Kamil Aliyev ; Michael Berger
Evolutionary Adapted Ensemble for Reoccurring Context / Konrad Jackowski
Drift Detection and Model Selection Algorithms: Concept and Experimental Evaluation / Piotr Cal ; Michal Wozniak
Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example / Robert Burduk ; Marcin Zmyslony
Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition / Boguslaw Cyganek
Combining Diverse One-Class Classifiers / Bartosz Krawczyk
Author Index
Special Sessions
Methods of Classifier Fusion
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj
The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses / Piotr Skupin ; Mieczyslaw Metzger
Agent Capability Taxonomy for Dynamic Environments / Jorge Agüero ; Miguel Rebollo ; Carlos Carrascosa
Modeling Internet as a User-Adapted Speech Service / David Griol ; Javier Carbó ; José Manuel Molina
HAIS Applications
Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling / Ricardo Cruz ; Andrés Ortiz ; Ana M. Barbancho ; Isabel Barbancho
Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis / IL-Ho Yang ; Min-Seok Kim ; Byung-Min So ; Myung-Jae Kim ; Ha-Jin Yu
Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting / Andrés Sanz-García ; Julio Fernández-Ceniceros ; Fernando Antoñanzas-Torres ; F. Javier Matínez-de-Pisón-Ascacibar
A Social Network-Based Approach to Expert Recommendation System / Elnaz Davoodi ; Mohsen Afsharchi ; Keivan Kianmehr
Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata / Javier de Lope ; Darío Maravall ; Yadira Quiñonez
Lipreading Procedure for Liveness Verification in Video Authentication Systems / Agnieszka Owczarek ; Krzysztof Slot
Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight / S. Zeghlache ; D. Saigaa ; K. Kara ; Abdelghani Harrag ; A. Bouguerra
Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option / Giuliano Armano ; Camelia Chira ; Nima Hatami
A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities / Virginia Yannibelli ; Analía Amandi
Hunting for Fraudsters in Random Forests / R.M. Konijn ; W. Kowalczyk
Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process / Vladimir Bukhtoyarov ; Eugene Semenkin ; Andrey Shabalov
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks / Rattan Priya ; Bruno Feres de Souza ; André L.D. Rossi ; André C.P.L.F. de Carvalho
Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution / Dragan Simic ; Svetlana Simic
Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation / Yuchen Liu ; Kai Xiao ; Alei Liang ; Haibing Guan
A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm / Liang Pang
Cluster Analysis
k-Means Clustering of Asymmetric Data / Dominik Olszewski
A Max Metric to Evaluate a Cluster / Hosein Alizadeh ; Hamid Parvin ; Sajad Parvin ; Zahra Rezaei ; Moslem Mohamadi
Nearest Cluster Classifier / Behrouz Minaei
Diffusion Maps for the Description of Meteorological Data / Ángela Fernández ; Ana M. González ; Julia Díaz ; José R. Dorronsoro
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees / Marcin Blachnik ; Miroslaw Kordos
Data Mining and Knowledge Discovery
Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm / Jungan Chen ; Feng Liang ; Zhaoxi Fang
White Box Classification of Dissimilarity Data / Barbara Hammer ; Bassam Mokbel ; Frank-Michael Schleif ; Xibin Zhu
On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring / Oliver Kramer ; O. Wilken ; P. Beenken ; A. Hein ; A. Hüwel ; T. Klingenberg ; C. Meinecke ; T. Raabe ; M. Sonnenschein
Lee Path Replanner for Partially-Known Environments / Maciej Polanczyk ; Przemyslaw Baranski ; Michal Strzelecki
Stroke Based Handwritten Character Recognition / D. Álvarez ; R. Fernández ; L. Sánchez
KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs / Aniello Minutolo ; Massimo Esposito ; Giuseppe De Pietro
Integration of Intelligent Information Technologies Ensembles for Modeling and Classification / Pavel Galushin
Fusion of Modular Bayesian Networks for Context-Aware Decision Making / Seung-Hyun Lee ; Sung-Bae Cho
Evolutionary Computation
Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator / Miguel Cárdenas-Montes ; Miguel A. Vega-Rodríguez ; Antonio Gómez-Iglesias
Hybrid Multi-objective Machine Learning Classification in Liver Transplanation / M. Pérez-Ortiz ; M. Cruz-Ramírez ; J.C. Fernández-Caballero ; C. Hervás-Martínez
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy / Jerzy Piotrowski ; Szymon Bialka ; Slawomir Golak ; Tadeusz Wieczorek
Evolutionary Neural Networks for Product Design Tasks / Angela Bernardini ; Javier Asensio ; José Luis Olazagoitia ; Jorge Biera
An Incremental Hypersphere Learning Framework for Protein Membership Prediction / Noel Lopes ; Daniel Correia ; Carlos Pereira ; Bernardete Ribeiro ; António Dourado
An Evolutionary Approach to Generate Solutions for Conflict Scenarios / Davide Carneiro ; Cesar Analide ; Paulo Novais ; José Neves
Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue / José L. Guerrero ; Antonio Berlanga
Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution / Christoph Bergmeir ; Isaac Triguero ; Francisco Velasco ; José Manuel Benítez
ReactGA - The Search Space Transformation for the Local Optimum Escaping / Radoslaw Ziembinski
Learning Algorithms
PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data / Xiaohui Wu ; Meishuang Tang ; Junfeng Yao ; Shuiyuan Lin ; Zhe Xiang ; Guoli Ji
How to Reduce Dimension while Improving Performance / A. Bouchelaghem ; M. Drif ; N. Harrag
On How Percolation Threshold Affects PSO Performance / Blanca Cases ; Alicia D'Anjou ; Abdelmalik Moujahid
Pollen Grains Contour Analysis on Verification Approach / Norma Monzón García ; Víctor Alfonso Elizondo Chaves ; Juan Carlos Briceño ; Carlos M. Travieso
Modelling Stress Recognition in Conflict Resolution Scenarios / Marco Gomes
Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint / F. Javier Martínez-de-Pisón-Ascacibar
A Hybrid Classical Approach to a Fixed-Charged Transportation Problem / Camelia-M. Pintea ; Corina Pop Sitar ; Mara Hajdu-Macelaru ; Pop Petrica
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints / Juan Carlos Figueroa-García ; Germán Hernandez
Systems, Man, and Cybernetics by HAIS
Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques / Ramón Ferreiro García ; José Luis Calvo Rolle ; Francisco Javier Pérez Castelo
Modeling an Operating System Based on Agents / Javier Palanca Cámara ; Marti Navarro ; Estefania Argente ; Ana Garcia-Fornes
An Empirical Comparison of Some Approximate Methods for Graph Coloring / Israel Rebollo-Ruiz ; Manuel Graña
A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems / Patryk Filipiak ; Krzysztof Michalak ; Piotr Lipinski
Non-linear Data Stream Compression: Foundations and Theoretical Results / Alfredo Cuzzocrea ; Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach / J. Golinska-Pilarek ; E. Muñoz-Velasco
Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification / Lei Zhang ; Lin Wang ; Xujiewen Wang ; Keke Liu ; Ajith Abraham
Improving Evolved Alphabet Using Tabu Set / Jan Platos ; Pavel Kromer
Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds / Mostafa A. Salama ; Aboul Ella Hassanien ; Aly A. Fahmy ; Vaclav Snasel
A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control / José Luis Calvo-Rolle ; Emilio Corchado ; Héctor Quintian-Pardo ; Jesús Ángel Román ; Pedro Antonio Hernández
SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases / Harleen Kaur ; Ritu Chauhan ; Mohd. Afshar Alam ; Syed Aljunid ; Mohd. Salleh
Author Index
Special Sessions
Agents and Multi Agents Systems
An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management / Yu-Neng Fan ; Ching-Chin Chern
Plan Indexing for State-Based Plans / Louise A. Dennis
An Integrated Formal Framework for Reasoning about Goal Interactions / Michael Winikoff
Probing Attacks on Multi-Agent Systems Using Electronic Institutions / Shahriar Bijani ; David Robertson ; David Aspinall
Detecting Conflicts in Commitments / Akin Günay ; Pinar Yolum
Formalizing Commitments Using Action Languages / Tran Cao Son ; Enrico Pontelli ; Chiaki Sakama
Best of DALT
Lightweight Coordination Calculus for Agent Systems: Retrospective and Prospective
The Evolution of Interoperability / Amit K. Chopra ; Munindar P. Singh
1000 Years of Coo-BDI / Viviana Mascardi ; Davide Ancona
A Distributed Architecture for Norm-Aware Agent Societies: A Retrospective / Andrés García-Camino ; Juan-Antonio Rodríguez-Aguilar ; Carles Sierra ; Wamberto W. Vasconcelos
Speech-Act Based Communication: Progress in the Formal Semantics and in the Implementation of Multi-agent Oriented Programming Languages / Álvaro F. Moreira ; Renata Vieira ; Rafael H. Bordini
Specifying and Enforcing Norms in Artificial Institutions: A Retrospective Review / Nicoletta Fornara ; Marco Colombetti
A Retrospective on the Reactive Event Calculus and Commitment Modeling Language / Paolo Torroni ; Federico Chesani ; Paola Mello ; Marco Montali
DALT Spring School 2011
Web Service Composition via Organisation-Based (Re)Planning / David Corsar ; Alison Chorley
Agent and Multi-Agent Software Engineering: Modelling, Programming, and Verification (Extended Abstract)
Author Index
DALT 2011 Papers
Control and Delegation / Wiebe van der Hoek
Plan Indexing for State-Based Plans / Louise A. Dennis
SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise / Katsiaryna Mirylenka ; George Giannakopoulos ; Themis Palpanas
Building Decision Trees for the Multi-class Imbalance Problem / T. Ryan Hoens ; Qi Qian ; Nitesh V. Chawla ; Zhi-Hua Zhou
Scalable Random Forests for Massive Data / Bingguo Li ; Xiaojun Chen ; Mark Junjie Li ; Joshua Zhexue Huang ; Shengzhong Feng
Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data / Baoxun Xu ; Graham Williams ; Yunming Ye
Learning Tree Structure of Label Dependency for Multi-label Learning / Bin Fu ; Zhihai Wang ; Rong Pan ; Guandong Xu ; Peter Dolog
Multiple Instance Learning for Group Record Linkage / Zhichun Fu ; Jun Zhou ; Peter Christen ; Mac Boot
Incremental Set Recommendation Based on Class Differences / Yasuyuki Shirai ; Koji Tsuruma ; Yuko Sakurai ; Satoshi Oyama ; Shin-ichi Minato
Active Learning for Cross Language Text Categorization / Yue Liu ; Lin Dai ; Weitao Zhou ; Heyan Huang
Evasion Attack of Multi-class Linear Classifiers / Han Xiao ; Thomas Stibor ; Claudia Eckert
Foundation of Mining Class-Imbalanced Data / Jun Du
Active Learning with c-Certainty / Eileen A. Ni
A Term Association Translation Model for Naive Bayes Text Classification / Meng-Sung Wu ; Hsin-Min Wang
A Double-Ensemble Approach for Classifying Skewed Data Streams / Chongsheng Zhang ; Paolo Soda
Generating Balanced Classifier-Independent Training Samples from Unlabeled Data / Youngja Park ; Zijie Qi ; Suresh N. Chari ; Ian M. Molloy
Nyström Approximate Model Selection for LSSVM / Lizhong Ding ; Shizhong Liao
Exploiting Label Dependency for Hierarchical Multi-label Classification / Noor Alaydie ; Ghandan K. Reddy ; Farshad Fotouhi
Legal Text Processing and Information Extraction / Part I：
Legal Language and Legal Knowledge Management Applications / Giulia Venturi
Named Entity Recognition and Resolution in Legal Text / Christopher Dozier ; Ravikumar Kondadadi ; Marc Light ; Arun Vachher ; Sriharsha Veeramachaneni ; Ramdev Wudali
Using Linguistic Information and Machine Learning Techniques to Identify Entities from Juridical Documents / Paulo Quaresma ; Teresa Gonçalves
Approaches to Text Mining Arguments from Legal Cases / Adam Wyner ; Raquel Mochales-Palau ; Marie-Francine Moens ; David Milward
Legal Text Processing and Construction of Knowledge Resources / Part II：
Automatic Identification of Legal Terms in Czech Law Texts / Karel Pala ; Pavel Rychlý ; Pavel Šmerk
Integrating a Bottom-Up and Top-Down Methodology for Building Semantic Resources for the Multilingual Legal Domain / Enrico Francesconi ; Simonetta Montemagni ; Wim Peters ; Daniela Tiscornia
Ontology Based Law Discovery / Alessio Bosca ; Luca Dini
Multilevel Legal Ontologies / Gianmaria Ajani ; Guido Boella ; Leonardo Lesmo ; Marco Martin ; Alessandro Mazzei ; Daniele P. Radicioni ; Piercarlo Rossi
Legal Text Processing and Semantic Indexing, Summarization and Translation / Part III：
Semantic Indexing of Legal Documents / Erich Schweighofer
Automated Classification of Norms in Sources of Law / Emile de Maat ; Radboud Winkels
Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain / Eneldo Loza MencÃa ; Johannes Fürnkranz
An Automatic System for Summarization and Information Extraction of Legal Information / Emmanuel Chieze ; Atefeh Farzindar ; Guy Lapalme
Evaluation Metrics for Consistent Translation of Japanese Legal Sentences / Yasuhiro Ogawa ; Kazuhiro Imai ; Katsuhiko Toyama
Author Index
Legal Text Processing and Information Extraction / Part I：
Legal Language and Legal Knowledge Management Applications / Giulia Venturi
Named Entity Recognition and Resolution in Legal Text / Christopher Dozier ; Ravikumar Kondadadi ; Marc Light ; Arun Vachher ; Sriharsha Veeramachaneni ; Ramdev Wudali
Coordinated Action in a Heterogeneous Rescue Team / Fares Alnajar ; Hanne Nijhuis ; Arnoud Visser
Concept Evaluation of a Reflex Inspired Ball Handling Device for Autonomous Soccer Robots / Harald Altinger ; Stefan J. Galler ; Stephan Mühlbacher-Karrer ; Gerald Steinbauer ; Franz Wotawa ; Hubert Zangl
Development of a Realistic Simulator for Robotic Intelligent Wheelchairs in a Hospital Environment / Rodrigo A.M. Braga ; Pedro Malheiro ; Luis Paulo Reis
Creating Photo Maps with an Aerial Vehicle in USARsim / Heikow Bülow ; Andreas Birk ; Shams Feyzabadi
Real-Time Hand Gesture Recognition for Human Robot Interaction / Mauricio Correa ; Javier Ruiz-del-Solar ; Rodrigo Verschae ; Jong Lee-Ferng ; Nelson Castillo
Combining Key Frame Based Motion Design with Controlled Movement Execution / Stefan Czarnetzki ; Sören Kerner ; Daniel Klagges
Applying Dynamic Walking Control for Biped Robots / Oliver Urbann
Modeling Human Decision Making Using Extended Behavior Networks / Klaus Dorer
Motion Synthesis through Randomized Exploration on Submanifolds of Configuration Space / Ioannis Havoutis ; Subramanian Ramamoorthy
Robust and Computationally Efficient Navigation in Domestic Environments / Dirk Holz ; Gerhard K. Kraetzschmar ; Erich Rome
Robust Collision Avoidance in Unknown Domestic Environments / Stefan Jacobs ; Alexander Ferrein ; Stefan Schiffer ; Daniel Beck ; Gerhard Lakemeyer
Real-Time Ball Tracking in a Semi-automated Foosball Table / Rob Janssen ; Jeroen de Best ; René van de Molengraft
Three Humanoid Soccer Platforms: Comparison and Synthesis / Shivaram Kalyanakrishnan ; Todd Hester ; Michael J. Quinlan ; Yinon Bentor ; Peter Stone
[Best Student Paper] Learning Complementary Multiagent Behaviors: A Case Study
Rollover as a Gait in Legged Autonomous Robots: A Systems Analysis / Vadim Kyrylov ; Mihai Catalina ; Henry Ng
Pareto-Optimal Collaborative Defensive Player Positioning in Simulated Soccer / Eddie Hou
A Novel Camera Parameters Auto-adjusting Method Based on Image Entropy / Huimin Lu ; Hui Zhang ; Shaowu Yang ; Zhiqiang Zheng
[Best Paper] Object Recognition with Statistically Independent Features: A Model Inspired by the Primate Visual Cortex / Mohsen Malmir ; Saeed Shiry
Using Genetic Algorithms for Real-Time Object Detection / J. Martínez-Gómez ; J.A. Gámez ; I. García-Varea ; V. Matellán
An Approximate Computation of the Dominant Region Diagram for the Real-Time Analysis of Group Behaviors / Ryota Nakanishi ; Junya Maeno ; Kazuhito Murakami ; Tadashi Naruse
A Lua-based Behavior Engine for Controlling the Humanoid Robot Nao / Tim Niemüller
Stable Mapping Using a Hyper Particle Filter / Johannes Pellenz ; Dietrich Paulus
A Characterization of 3D Sensors for Response Robots / Jann Poppinga ; Kaustubh Pathak
Multiple Model Kalman Filters: A Localization Technique for RoboCup Soccer / Richard H. Middleton
Integrated Genetic Algorithmic and Fuzzy Logic Approach for Decision Making of Police Force Agents in Rescue Simulation Environment / Ashkan Radmand ; Eslam Nazemi ; Mohammad Goodarzi
IntellWheels MMI: A Flexible Interface for an Intelligent Wheelchair / Márcio Sousa ; Antonio Paulo Moreira
Analyzing the Human-Robot Interaction Abilities of a General-Purpose Social Robot in Different Naturalistic Environments / J. Ruiz-del-Solar ; M. Mascaró ; M. Correa ; F. Bernuy ; R. Riquelme ; R. Verschae
Communicating among Robots in the RoboCup Middle-Size League / Frederico Santos ; Luís Almeida ; Luís Seabra Lopes ; José Luís Azevedo ; M. Bernardo Cunha
Multi-robot Cooperative Object Localization: Decentralized Bayesian Approach / João Santos ; Pedro Lima
Evolution of Biped Walking Using Truncated Fourier Series and Particle Swarm Optimization / Nima Shafii ; Siavash Aslani ; Omid Mohamad Nezami
Efficient Behavior Learning by Utilizing Estimated State Value of Self and Teammates / Kouki Shimada ; Yasutake Takahashi ; Minoru Asada
Sensor and Information Fusion Applied to a Robotic Soccer Team / João Silva ; Nuno Lau ; João Rodrigues ; António J.R. Neves
Omnidirectional Walking Using ZMP and Preview Control for the NAO Humanoid Robot / Johannes Strom ; George Slavov ; Eric Chown
RoboCup@Home: Results in Benchmarking Domestic Service Robots / Thomas Wisspeintner ; Tijn van der Zan ; Luca Iocchi
Connecting the Real World with the Virtual World - Controlling AIBO through Second Life / Evan Wong ; Wei Liu ; Xiaoping Chen
A Hybrid Agent Simulation System of Rescue Simulation and USARSim Simulations from Going to Fire-Escape Doors to Evacuation to Shelters / Masaru Okaya ; Shigeru Yotsukura ; Tomoichi Takahashi
SSL-Vision: The Shared Vision System for the-RoboCup Small Size League / Stefan Zickler ; Tim Laue ; Oliver Birbach ; Mahisom Wongphati ; Manuela Veloso
Heuristic Formation Control in Multi-robot Systems Using Local Communication and Limited Identification / Michael de Denus ; John Anderson ; Jacky Baltes
Cooperative Multi-robot Map Merging Using Fast-SLAM / N. Ergin Özkucur ; H. Levent Akin
Author Index
Coordinated Action in a Heterogeneous Rescue Team / Fares Alnajar ; Hanne Nijhuis ; Arnoud Visser
Concept Evaluation of a Reflex Inspired Ball Handling Device for Autonomous Soccer Robots / Harald Altinger ; Stefan J. Galler ; Stephan Mühlbacher-Karrer ; Gerald Steinbauer ; Franz Wotawa ; Hubert Zangl
Development of a Realistic Simulator for Robotic Intelligent Wheelchairs in a Hospital Environment / Rodrigo A.M. Braga ; Pedro Malheiro ; Luis Paulo Reis
Pattern Classification Using a Penalized Likelihood Method / Ahmed Al-Ani ; Amir F. Atiya
Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis / Tsuneyoshi Ishii ; Shigeo Abe
Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers / Rakkrit Duangsoithong ; Terry Windeatt
A New Monte Carlo-Based Error Rate Estimator / Ahmed Hefny
Recognition of Sequences of Graphical Patterns / Edmondo Trentin ; ShuJia Zhang ; Markus Hagenbuchner
Maximum Echo-State-Likelihood Networks for Emotion Recognition / Stefan Scherer ; Friedhelm Schwenker
Robustness Analysis of Eleven Linear Classifiers in Extremely High-Dimensional Feature Spaces / Ludwig Lausser ; Hans A. Kestler
Unsupervised Learning
Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis / Banchar Arnonkijpanich ; Barbara Hammer
SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means / Amr Magdy ; Mahmoud K. Bassiouny
The Mathematics of Divergence Based Online Learning in Vector Quantization / Thomas Villmann ; Sven Haase ; Frank-Michael Schleif Barbara Hammer ; Michael Biehl
Cluster Analysis of Cortical Pyramidal Neurons Using SOM / Andreas Schierwagen ; Alan Alpár ; Ulrich Gärtner
Parallelized Kernel Patch Clustering / Stefan Fauβer
Visual Pattern Recognition
Neural Network Cascade for Facial Feature Localization / Thibaud Senechal ; Lionel Prevost ; Shehzad Muhammad Hanif
A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences / Miriam Schmidt ; Martin Schels
Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling / Mahmoud Khademi ; Mohammad Hadi Kiapour ; Mohammad T. Manzuri-Shalmani ; Ali A. Kiaei
Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts / Abu Sayeed Md. Sohail ; Prabir Bhattacharya ; Sudhir P. Mudur ; Srinivasan Krishnamurthy ; Lucy Gilbert
Applications
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks / Volkmar Frinken ; Andreas Fischer ; Horst Bunke
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control / Rami N. Khushaba ; Adel Al-Jumaily
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images / Tarek Elguebaly ; Nizar Bouguila
Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals / Marco Leo ; David Looney ; Tiziana D'Orazio ; Danilo P. Mandic
Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques / Abdallah G. Motaal ; Neamat El-Gayar ; Nael F. Osman
Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations / Athanasius Zakhary ; Neamat El Gayar ; Sanaa El-Ola. H. Ahmed
VLSI Architecture of the Fuzzy Fingerprint Vault System / Sung Jin Lim ; Seung-Hoon Chae ; Sung Bum Pan
Invited Talk
Clustering Very Large Dissimilarity Data Sets / Alexander Hasenfuss
Author Index
Supervised Learning
Pattern Classification Using a Penalized Likelihood Method / Ahmed Al-Ani ; Amir F. Atiya
Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis / Tsuneyoshi Ishii ; Shigeo Abe
Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese / Gracinda Carvalho ; David Martins de Matos ; Vitor Rocio
Assessing the Impact of Stemming Accuracy on Information Retrieval / Felipe N. Flores ; Viviane P. Moreira ; Carlos A. Heuser
Exploiting Multilingual Grammars and Machine Learning Techniques to Build an Event Extraction System for Portuguese / Vanni Zavarella ; Hristo Tanev ; Jens Linge ; Jakub Piskorski ; Martin Atkinson ; Ralf Steinberger
LXGram: A Deep Linguistic Processing Grammar for Portuguese / Francisco Costa
Language Resources
InferenceNet.Br: Expression of Inferentialist Semantic Content of the Portuguese Language / Vladia Pinheiro ; Tarcisio Pequeno ; Vasco Furtado ; Wellington Franco
Comparing Verb Synonym Resources for Portuguese / Jorge Teixeira
Auxiliary Verbs and Verbal Chains in European Portuguese / Jorge Baptista ; Nuno Mamede ; Fernando Gomes
P-AWL: Academic Word List for Portuguese / Neuza Costa ; Joaquim Guerra ; Marcos Zampieri ; Maria Cabral
Speech Recognition
Automatic Phone Clustering Based on Confusion Matrices / Carla Lopes ; Arlindo Veiga ; Fernando Perdigão
An Open-Source Speech Recognizer for Brazilian Portuguese with a Windows Programming Interface / Patrick Silva ; Pedro Batista ; Nelson Neto ; Aldebaro Klautau
Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese / Gracinda Carvalho ; David Martins de Matos ; Vitor Rocio
Assessing the Impact of Stemming Accuracy on Information Retrieval / Felipe N. Flores ; Viviane P. Moreira ; Carlos A. Heuser
Genetic Programming for Classification with Unbalanced Data / Urvesh Bhowan ; Mengjie Zhang ; Mark Johnston
An.Analysis of the Behaviour of Mutation in Grammatical Evolution / Jonathan Byrne ; Michael O'Neill ; James McDermott ; Anthony Brabazon
Positional Effect of Crossover and Mutation in Grammatical Evolution / Tom Castle ; Colin G. Johnson
Sub-tree Swapping Crossover and Arity Histogram Distributions / Stephen Dignum ; Riccardo Poli
Novelty-Based Fitness: An Evaluation under the Santa Fe Trail / John Doucette ; Malcolm I. Heywood
An Analysis of Genotype-Phenotype Maps in Grammatical Evolution / David Fagan ; Edgar Galván-López ; Sean McGarraghy
Handling Different Categories of Concept Drifts in Data Streams Using Distributed GP / Gianluigi Folino ; Giuseppe Papuzzo
An Indirect Approach to the Three-Dimensional Multi-pipe Routing Problem / Marcus Furuholmen ; Kyrre Glette ; Mats Hovin ; Jim Torresen
Phenotypic Diversity in Initial Genetic Programming Populations / David Jackson
A Relaxed Approach to Simplification in Genetic Programming / Thomas Liddle
Unsupervised Problem Decomposition Using Genetic Programming / Ahmed Kattan ; Alexandros Agapitos
GP-Fileprints: File Types Detection Using Genetic Programming
A Many Threaded CUDA Interpreter for Genetic Programming / W.B. Langdon
Controlling Complex Dynamics with Artificial Biochemical Networks / Michael A. Lones ; Andy M. Tyrrell ; Susan Stepney ; Leo S. Caves
Geometric Differential Evolution on the Space of Genetic Programs / Alberto Moraglio ; Sara Silva
Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover / Nguyen Quang Uy ; Nguyen Thi Hien ; Nguyen Xuan Hoai
Evolving Genes to Balance a Pole / Miguel Nicolau ; Marc Schoenauer ; Wolfgang Banzhaf
Solution-Locked Averages and Solution-Time Binning in Genetic Programming
Analytic Solutions to Differential Equations under Graph-Based Genetic Programming / Tom Seaton ; Gavin Brown ; Julian F. Miller
Learning a Lot from Only a Little: Genetic Programming for Panel Segmentation on Sparse Sensory Evaluation Data / Katya Vladislavleva ; Kalyan Veeramachaneni ; Una-May O'Reilly ; Matt Burland ; Jason Parcon
Posters
Genetic Programming for Auction Based Scheduling / Mohamed Bader-El-Den ; Shaheen Fatima
The Refinement of Choreographed Multi-Agent Systems / L&abrave;cr&abrave;mioara Aştef&abrave;noaei ; Frank S. de Boer ; Mehdi Dastani
Goal Generation from Possibilistic Beliefs Based on Trust and Distrust / Célia da Costa Pereira ; Andrea G.B. Tettamanzi
Monitoring Directed Obligations with Flexible Deadlines: A Rule-Based Approach / Henrique Lopes Cardoso ; Eugénio Oliveira
Contributed Papers
Unifying the Intentional and Institutional Semantics of Speech Acts / Carole Adam ; Andreas Herzig ; Dominique Longin ; Vincent Louis
Tableaux for Acceptance Logic / Mathijs de Boer ; Tiago de Lima ; Emiliano Lorini
Ontology and Time Evolution of Obligations and Prohibitions Using Semantic Web Technology / Nicoletta Fornara ; Marco Colombetti
Prioritized Goals and Subgoals in a Logical Account of Goal Change-A Preliminary Report / Shakil M. Khan ; Yves Lespérance
Declarative and Numerical Analysis of Edge Creation Process in Trust-Based Social Networks / Babak Khosravifar ; Jamal Bentahar ; Maziar Gomrokchi
Computing Utility from Weighted Description Logic Preference Formulas / Azzurra Rogone ; Tommaso Di Noia ; Francesco M. Donini ; Eugenio Di Sciascio ; Michael P. Wellman
Explaining and Predicting the Behavior of BDI-Based Agents in Role-Playing Games / Michal P. Sindlar ; Mehdi M. Dastani ; Frank Dignum ; John-Jules Ch. Meyer
Correctness Properties for Multiagent Systems / Munindar P. Singh ; Amit K. Chopra
Reasoning and Planning with Cooperative Actions for Multiagents Using Answer Set Programming / Tran Cao Son ; Chiaki Sakama
Social Commitments in Time: Satisfied or Compensated / Paolo Torroni ; Federico Chesani ; Paola Mello ; Marco Montali
Verifying Dribble Agents / Doan Thu Trang ; Brian Logan ; Natasha Alechina
Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case / I. De Falco ; A. Della Cioppa ; D. Maisto ; U. Scafuri ; E. Tarantino
Improving the Scalability of EA Techniques: A Case Study in Clustering / Stefan R. Bach ; A. Sima Uyar ; Jürgen Branke
Ant Colony Optimization
MC-ANT: A Multi-Colony Ant Algorithm / Leonor Melo ; Francisco Pereira ; Ernesto Costa
Applications
Artificial Evolution for 3D PET Reconstruction / Franck P. Vidal ; Delphine Lazaro-Ponthus ; Samuel Legoupil ; Jean Louchet ; Evelyne Lutton ; Jean-Marie Rocchisani
A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning / Gajaruban Kandavanam ; Dmitri Botvich ; Sasitharan Balasubramaniam ; Brendan Jennings
Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors / Shigeyoshi Tsutsui
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error / Francesco Sambo ; Marco A. Montes de Oca ; Barbara Di Camillo ; Thomas Stützle
Combinatorial Optimization
Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three / Eduardo Rodriguez-Tello ; Jose Torres-Jimenez
A Priori Knowledge Integration in Evolutionary Optimization / Paul Pitiot ; Thierry Coudert ; Laurent Geneste ; Claude Baron
Robotics
On-Line, On-Board Evolution of Robot Controllers / N. Bredeche ; E. Haasdijk ; A. E. Eiben
The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms / Amanda M. Whitbrook ; Uwe Aickelin ; Jonathan M. Garibaldi
Multi-objective Optimization
An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP / Manuel López-Ibáñez
Alternative Fitness Assignment Methods for Many-Objective Optimization Problems / Mario Garza Fabre ; Gregorio Toscano Pulido ; Carlos A. Coello Coello
Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression / Nguyen Quang Uy ; Michael O'Neill ; Nguyen Xuan Hoai ; Bob Mckay ; Edgar Galván-López
Genetic-Programming Based Prediction of Data Compression Saving / Ahmed Kattan ; Riccardo Poli
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View / Bernadette Bouchon-Meunier ; Giulianella Coletti ; Marie-Jeanne Lesot ; Maria Rifqi
A Stochastic Treatment of Similarity / Anca Ralescu ; Sofia Visa ; Stefana Popovici
Order-Based Equivalence Degrees for Similarity and Distance Measures
Comparing Partitions by Subset Similarities / Thomas A. Runkler
Finitely Valued Indistinguishability Operators / Gaspar Mayor ; Jordi Recasens
Discovering Rules-Based Similarity in Microarray Data / Andrzej Janusz
Clustering and Classification
Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion / Ludmila Himmelspach ; Stefan Conrad
Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering / M. Carmen Aranda ; Carlos Caballero
On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers / Edwin Lughofer
Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints / Jerzy Blaszczynski ; Roman Slowinski ; Marcin Szelag
Web Page Classification: A Probabilistic Model with Relational Uncertainty / Elisabetta Fersini ; Enza Messina ; Francesco Archetti
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels / Zoulficar Younes ; Fahed Abdallah ; Thierry Denœux
A K-Neareat Neighbours Method Based on Lower Previsions / Sebastien Destercke
Statistics with Imprecise Data
Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts / Enric Trillas ; Takehiko Nakama ; Itziar GarcÃa-Honrado
On Dealing with Imprecise Information in a Content Based Image Retrieval System / Tatiana Jaworska ; Janusz Kacprzyk ; Nicolas MarÃn ; Stawomir Zadrozny
Au Extension of Stochastic Dominance to Fuzzy Random Variables / Farid Aiche ; Didier Dubois
Correlation of Intuitionistic Fuzzy Sets / Eulalia Szmidt
Analysis of the Time Evolution of Scientograms Using the Subdue Graph Mining Algorithm / Arnaud Quirin ; Oscar Gordón ; Prakash Shelokar ; Carmen Zarco
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns / Gernot Herbst ; Steffen F. Bocklisch
Time Series Comparison Using Linguistic Fuzzy Techniques / Rita Castillo-Ortega ; Nicolás MarÃn ; Daniel Sánchez
Granular Approach for Evolving System Modeling / Daniel Leite ; Pyramoi Costa Jr. ; Fernando Gomide
Data Mining Applications
Data Mining in Precision Agriculture: Management of Spatial Information / Georg Ru? ; Alexander Brenning
A Fuzzy-Rule-Based Approach to Contextual Preference Queries / Allel Hadjali ; Amine Mokhtari ; Olivier Pivert
Extracting and Modelling Preferences from Dialogue / Nicholas Asher ; Elise Bonzon ; Alex Lascarides
Argumentation Framework with Fuzzy Preference Relations / Souhila Kaci
An Algorithm for Generating Consistent and Transitive Approximations of Reciprocal Preference Relations / Steven Freson ; Hans De Meyer
Preference Modeling and Model Management for Interactive Multi-objective Evolutionary Optimization / Johannes Krettek ; Jan Braun ; Frank Hoffmann ; Torsten Bertram
Dominance-Based Rough Set Approach to Preference Learning from Pairwise Comparisons in Case of Decision under Uncertainty
Cytoplasm Contour Approximation Based on Color Fuzzy Sets and Color Gradient / Santiago Romani ; Belen Prados-Suárez ; Pilar Sobrevilla ; Eduard Montseny
Keeping Secrets in Possibilistic Knowledge Bases with Necessity-Valued Privacy Policies / Lena Wiese
Inference with Fuzzy and Probabilistic Information / Barbara Vantaggi
Bayesian Networks
Modelling Patterns of Evidence in Bayesian Networks: A Case-Study in Classical Swine Fever / Linda C. van der Gaag ; Janneke Bolt ; Willie Loeffen ; Armin Elbers
Credal Sets Approximation by Lower Probabilities: Application to Credal Networks / Alessandro Antonucci ; Fabio Cuzzolin
Rule Discovery Process Based on Rough Sets under the Belief Function Framework / Salsabil Trabelsi ; Zied Elouedi ; Pawan Lingras
Independent Natural Extension / Gert de Cooman ; Enrique Miranda ; Marco Zaffalon
Logics
On Elementary Extensions in Fuzzy Predicate Logics / Pilar Dellunde ; Francesc Esteva
Logical Proportions - Typology and Roadmap / Gilles Richard
Author Index
Machine Learning and Data Mining
Similarity and Instinguishability
Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View / Bernadette Bouchon-Meunier ; Giulianella Coletti ; Marie-Jeanne Lesot ; Maria Rifqi
Y-Means: An Autonomous Clustering Algorithm (Invited Paper) / Ali A. Ghorbani ; Iosif-Viorel Onut
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper) / James Llinas
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment / M. Fikret Ercan ; Xiang Li ; Ximing Liang
Markovian Ants in a Queuing System / Ilija Tanackov ; Dragan Simic ; Siniša Sremac ; Jovan Tepic ; Suncica Kocic-Tanackov
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization / J.F. Jimenez ; F.J. Cuevas ; J.H. Sossa ; L.E. Gomez
Automatic PSO-Based Deformable Structures Markerless Tracking in Laparoscopic Cholecystectomy / Haroun Djaghloul ; Mohammed Batouche ; Jean-Pierre Jessel
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization / Hajira Jabeen ; Abdul Rauf Baig
Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method / Erdem Yavuz ; Vedat Topuz
A Dynamic Bayesian Network Based Structural Learning towards Automated Handwritten Digit Recognition / Olivier Pauplin ; Jianmin Jiang
A Dual Network Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification for Soft Real Time Applications / Piyabute Fuangkhon ; Thitipong Tanprasert
The Abnormal vs. Normal ECG Classification Based on Key Features and Statistical Learning / Jun Dong ; Jia-fei Tong ; Xia Liu
Classification of Wood Pulp Fibre Cross-Sectional Shapes / Asuka Yamakawa ; Gary Chinga-Carrasco
A Hybrid Cluster-Lift Method for the Analysis of Research Activities / Boris Mirkin ; Susana Nascimento ; Trevor Fenner ; LuÃs Moniz Pereira
Protein Fold Recognition with Combined SVM-RDA Classifier / Wiestaw Chmielnicki ; Katarzyna Stapor
Data Processing on Database Management Systems with Fuzzy Query / Irfan Simsek
A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms / Eren Esgin ; Pinar Senkul ; Cem Cimenbicer
Continuous Pattern Mining Using the FCPGrowth Algorithm in Trajectory Data Warehouses / Marcin Gorawski ; Pawel Jureczek
Hybrid Approach for Language Identification Oriented to Multilingual Speech Recognition in the Basque Context / N. Barroso ; K. López de Ipiña ; A. Ezeiza ; O. Barroso ; U. Susperregi
An Approach of Bio-inspired Hybrid Model for Financial Markets / Vladeta Gajic ; Svetlana Simic
Interactive and Stereoscopic Hybrid 3D Viewer of Radar Data with Gesture Recognition / Jon Goenetxea ; Aitor Moreno ; Luis Unzueta ; Andoni Galdós ; Ãlvaro Segura
Recognition of Manual Actions Using Vector Quantization and Dynamic Time Warping / Marcel Martin ; Jonathan Maycock ; Florian Paul Schmidt ; Oliver Kramer
Image Segmentation with a Hybrid Ensemble of One-Class Support vector Machines / Boguslaw Cyganek
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression / Benjamin Satzger ; Jörg Lässig
Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques / A. Tellaeche ; R. Arana ; A. Ibarguren ; J.M. MartÃnez-Otzeta
Speaker Verification and Identification Using Principal Component Analysis Based on Global Eigenvector Matrix / Minkyung Kim ; Eunyoung Kim ; Changwoo Seo ; Sungchae Jeon
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Orientd to People with Intellectual Disabilities / R. MartÃnez ; E. Irigoyen ; N. Asla
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data / Romain Raveaux ; Guillaume Hillairet
Stamping Line Optimization Using Genetic Algorithms and Virtual 3D Line Simulation / Javier A. GarcÃa-Sedano ; Jon Alzola Bernardo ; Asier González González ; Óscar Berasategui Ruiz de Gauna ; Rafael Yuguero González de Mendivil
Evolutionary Industrial Physical Model Generation / Alberto Carrascal ; Amaia Alberdi
Evolving Neural Networks, with Maximum AUC for Imbalanced Data Classification / Xiaofen Lu ; Ke Tang ; Xin Yao
Memetic Feature Selection: Benchmarking Hybridization Schemata / M. Larrea ; J. Valera ; V. Gómez ; F. Artaza ; M. A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Hybrid Cellular Genetic Algorithm for Multi-objective Crew scheduling Problem / Fariborz Jolai ; Ghazal Assadipour
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training / Vicente Gómez-Garay ; Eloy Irigoyen ; Fernando Artaza
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition / Roberto A. Vázquez ; Humberto Sossa ; Beatriz A. Garro
Efficient Plant Supervision Strategy Using NN Based Techniques / Ramon Ferreiro Garcia ; Jose Luis Calvo Rolle ; Francisco Javier Perez Castelo
FDI and Accommodation Using NN Based Techniques / Alberto De Miguel Catoira ; Beatriz Ferreiro Sanz
A Hybird ACO Approach to the Matrix Bandwidth Minimization Problem / Camelia-M. Pintea ; Gloria-Cerasela Crisan ; Camelia Chira
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy / Carmen Vidaurre ; Claudia Sannelli ; Klaus-Robert Müller ; Benjamin Blankertz
Analysing the Low Quality of the Data in Lighting Control Systems / Jose R. Villar ; Enrique de la Cal ; Javier Sedano ; Marco GarcÃa-Tamargo
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning / Stefano Bragaglia ; Federico Chesani ; Anna Ciampolini ; Paola Mello ; Marco Montali ; Davide Sottara
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease / D. Salas-Gonzalez ; J.M. Górriz ; J. RamÃrez ; Fermin Segovia ; Rosa Chaves ; Miriam López ; I.A. Illán ; Pablo Padilla
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules / Javier RamÃrez
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease / Juan-Manuel Górriz ; Elmar Lang ; Ignacio Ãlvarez ; Diego Salas-González
Partial Least Squares for Feature Extraction of SPECT Images / C.G. Puntonet
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities / Alberto Olivares ; Gonzalo Olivares
Serge Autexier, Jacques Calmet, David Delahaye, Patrick D. F. Ion, Takeo Kanade, Laurence Rideau, Renaud Rioboo, Alan P. Sexton, Association for Computing Machinery-Digital Library.
出版情報:
Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
The ARTS Real-Time Agent Architecture / Konstantin Vikhorev ; Natasha Alechina ; Brian Logan
Reducing Agent Plans to Workflows / Tayfun Gökmen Halaç ; Övünç Çetin ; Erdem Eser Ekinci ; Riza Cenk Erdur ; Oguz Dikenelli
Agent Programming Languages and Methodologies
Externalisation and Internalization: A New Perspective on Agent Modularisation in Multi-Agent System Programming / Alessandro Ricci ; Michele Piunti ; Mirko Viroli
Temporal Planning in Dynamic Environments for P-CLAIM Agents / Muhammad Adnan Hashmi ; Amal El Fallah Seghrouchni
Data Driven Language for Agents Secure Interaction / Mahdi Zargayouna ; Flavien Balbo ; Serge Haddad
Programming Social Middleware through Social Interaction Types / Juan Manuel Serrano ; Sergio Saugar
Social Interaction Models
Detecting Exceptions in Commitment Protocols: Discovering Hidden States / Özgür Kafali ; Pinar Yolum
Verifiable Semantic Model for Agent Interactions Using Social Commitments / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
Development Tools for Multi-agent Systems
Call Graph Profiling for Multi Agent Systems / Dinh Doan Van Bien ; David Lillis ; Rem W. Collier
Applications
A Methodology for Developing Self-explaining Agents for Virtual Training / Maaike Harbers ; Karel van den Bosch ; John-Jules Meyer
Author Index
Agent Architectures
The ARTS Real-Time Agent Architecture / Konstantin Vikhorev ; Natasha Alechina ; Brian Logan
Reducing Agent Plans to Workflows / Tayfun Gökmen Halaç ; Övünç Çetin ; Erdem Eser Ekinci ; Riza Cenk Erdur ; Oguz Dikenelli
Cumulative Effects and Emergent Properties of Multiple-Use Natural Resources / Scott Heckbert ; Wiktor Adamowicz ; Peter Boxall ; Daniel Hanneman
Micro-scale Simulation of the Macro Urban Form: Opportunities for Exploring Urban Change and Adaptation / Tim Baynes
Simulation of Economic Behaviour
An Agent-Based Framework for Assessing the Cost of Committal Search in Supply Networks / Rodolfo GarcÃa-Flores ; Rene Weiskircher ; Nectarios Kontoleon ; Simon Dunstall
Does Cognitive Capacity Matter When Learning Using Genetic Programming in Double Auction Markets? / Shu-Heng Chen ; Chung-Chang Tai ; Shu G. Wang
Software Development Process Simulation: Multi Agent-Based Simulation versus System Dynamics / Redha Cherif ; Paul Davidsson
Agent-Based Simulations with Beliefs and SPARQL-Based Ask-Reply Communication / Ion Mircea Diaconescu ; Gerd Wagner
Stigmergic Modeling of Hierarchical Task Networks / H. Van Dyke Parunak ; Theodore Belding ; Robert Bisson ; Sven Brueckner ; Elizabeth Downs ; Rainer Hilscher ; Keith S. Decker
Modelling of Social Phenomena
The Impact of Naive Agents in Heterogeneous Trust-Aware Societies / Amirali Salehi-Abari ; Tony White
Mentat: A Data-Driven Agent-Based Simulation of Social Values Evolution / Oliver Will ; Samer Hassan ; Luis Antunes ; Juan Pavón
Author Index
Urban and Environmental Modelling
Cumulative Effects and Emergent Properties of Multiple-Use Natural Resources / Scott Heckbert ; Wiktor Adamowicz ; Peter Boxall ; Daniel Hanneman
Micro-scale Simulation of the Macro Urban Form: Opportunities for Exploring Urban Change and Adaptation / Tim Baynes
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
RSCTC 2010 Discovery Challenge
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment / Marcin Wojnarski ; Andrzej Janusz ; Hung Son Nguyen ; Jan Bazan ; ChuanJiang Luo ; Ze Chen ; Feng Hu ; Guoyin Wang ; Lihe Guan ; Huan Luo ; Juan Gao ; Yuanxia Shen ; Vladimir Nikulin ; Tian-Hsiang Huang ; Geoffrey J. McLachlan ; Matko Bošnjak ; Dragan Gamberger
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments / Sebastian Stawicki ; Piotr Wojnarowski
Clustering
Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis / Indrajit Saha ; Dariusz Plewczynski ; Ujjwal Maulik ; Sanghamitra Bandyopadhyay
Distance Based Fast Hierarchical Clustering Method for Large Datasets / Bidyut Kr. Patra ; Neminath Hubballi ; Santosh Biswas ; Sukumar Nandi
TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Multimedia and Telemedicine: Soft Computing Applications
Vehicle Classification Based on Soft Computing Algorithms / Piotr Dalka ; Andrzej Czyzewski
Controlling Computer by Lip Gestures Employing Neural Networks
Computer Animation System Based on Rough Sets and Fuzzy Logic / Piotr Szczuko
Adaptive Phoneme Alignment Based on Rough Set Theory / Konstantinos Avdelidis ; Charalampos Dimoulas ; George Kalliris ; George Papanikolaou
Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing / Pawel Zwan ; Katarzyna Kaszuba ; Bozena Kostek
Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News / Kazimierz Choros ; Piotr Pawlaczyk
Combined Learning Methods and Mining Complex Data
Combining Multiple Classification or Regression Models Using Genetic Algorithms
Argument Based Generalization of MODLEM Rule Induction Algorithm / Krystyna Napierata ; Jerzy Stefanowski
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble / Jerzy Blaszczynski ; Magdalena Deckert ; Szymon Wilk
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
Tracking Recurrent Concepts Using Context / João Bártolo Gomes ; Ernestina Menasalvas ; Pedro A.C. Sousa
Support Feature Machine for DNA Microarray Data / Tomasz Maszczyk ; Wlodzislaw Duch
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? / Dominik Slezak ; Sebastian Widz
Improving Co-training with Agreement-Based Sampling / Jin Huang ; Jelber Sayyad Shirabad ; Stan Matwin ; Jiang Su
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data / William Klement ; Martin Michalowski ; Ken Farion
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity, into Classification of Gene Expression Data / Torsten Schön ; Alexey Tsymbal ; Martin Huber
Rough Sets: Logical and Mathematical Foundations
A Fuzzy View on Rough Satisfiability / Anna Gomolinska
Rough Sets in Terms of Discrete Dynamical Systems / Marcin Wolski
A Preference-Based Multiple-Source Rough Set Model / Md. Aquil Khan ; Mohua Banerjee
Classification of Dynamics in Rough Sets / Davide Ciucci
Relational Granularity for Hypergraphs / John G. Stell
Perceptual Tolerance Intersection / Piotr Wasilewski ; James F. Peters ; Sheela Ramanna
Rough Approximations: Foundations and Methodologies
Categories of Directions and Rough Set Approximation Operators / Murat Diker
Approximations and Classifiers / Andrzej Skowron ; Jaroslaw Stepaniuk
A Note on a Formal Approach to Rough Operators / Adam Grabowski ; Magdalena Jastrzebska
On the Correctness of Rough-Set Based Approximate Reasoning / Patrick Doherty ; Andrzej Szalas
Unit Operations in Approximation Spaces / Zbigniew Bonikowski
Machine Learning: Methodologies and Algorithms
Weighted Nearest Neighbor Classification via Maximizing Classification Consistency / Pengfei Zhu ; Qinghua Hu ; Yongbin Yang
Rough Set-Based Incremental Learning Approach to Face Recognition / Xuguang Chen ; Wojciech Ziarko
A Comparison of Dynamic and Static Belief Rough Set Classifier / Salsabil Trabelsi ; Zied Elouedi ; Pawan Lingras
Rule Generation in Lipski's Incomplete Information Databases / Hiroshi Sakai ; Michinori Nakata
A Fast Randomisation Test for Rule Significance / Ivo Düntsch ; Günther Gediga
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging
Learnability in Rough Set Approaches / Marcin Szelag
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts / Igor Chikalov ; Mikhail Moshkov ; Beata Zielosko
An Extension of Rough Set Approximation to Flow Graph Based Data Analysis / Doungrat Chitcharoen ; Puntip Pattaraintakorn
Credibility Coefficients Based on SVM / Roman Podraza ; Bartosz Janeczek
On Algorithm for Building of Optimal ?-Decision Trees / Abdulaziz Alkhalid
Layered Approximation Approach to Knowledge Elicitation in Machine Learning / Tuan Trung Nguyen
Multiagent Systems
Configuration Management of Mobile Agents Based on SNMP / Michal Komorowski
Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network / Chung-Ming Ou ; C.R. Ou
Distributed Default Logic for Context-A ware Computing in Multi-Agent Systems / Dominik Ryzko ; Henryk Rybinski
A Novel Approach to Default Reasoning for MAS / Przemyslaw Wiech
A Platform for the Evaluation of Automated Argumentation Strategies / Piotr S. Kosmicki
Emerging Intelligent Technologies and Net-Centric Applications
Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images / EunJong Park ; SungHwan Jeong ; Joon Whoan Lee
The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach / Yang-Chieh Chin ; Chaio-Chen Chang ; Chiun-Sin Lin ; Gwo-Hshiung Tzeng
Fault Effects Analysis and Reporting System for Dependability Evaluation / Piotr Gawkowski ; Monika Anna Kuczynska ; Agnieszka Komorowska
Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations / R. Rajendra Prasath
Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits / Piotr M. Marusak
Classification and Decision Support Applications
Biometric-Based Authentication System Using Rough Set Theory / Hala S. Own ; Waheeda Al-Mayyan ; Hussein Zedan
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions / Daryl H. Hepting ; Richard Spring ; Timothy Maciag ; Katherine Arbuthnott
Random Musical Bands Playing in Random Forests / Miron B. Kursa ; Elzbieta Kubera ; Witold R. Rudnicki ; Alicja A. Wieczorkowska
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification / Jerzy W. Grzymala-Busse ; Shantan R. Marepally ; Yiyu Yao
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts / Urszula Stanczyk
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures / Xin Zhang ; Wenxin Jiang ; Zbigniew W. Ras ; Rory Lewis
Rough Sets for Solving Classification Problems in Computational Neuroscience / Tomasz G. Smolinski ; Astrid A. Prinz
Towards Approximate SQL - Infobright's Approach / Marcin Kowalski
A Protein Classifier Based on SVM by Using the Voxel Based Descriptor / Georgina Mirceva ; Andreja Naumoski ; Danco Davcev
Intelligent Methods in Optimization and Control
Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity / Maciej Lawrynczuk
Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm / Edyta Hetmaniok ; Damian Slota ; Adam Zielonka
Application of Fuzzy Wiener Models in Efficient MPC Algorithms
Multicriteria Subjective Reputation Management Model / Michal Majdan ; Wlodzimierz Ogryczak
Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring / Xiaomin Zhao ; Ming J. Zuo ; Tejas Patel
Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks / Zbigniew Tarapata ; Rafal Kasprzyk
Granularity and Granular Systems
Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language / Linh Anh Nguyen
Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications / Shoji Hirano ; Shusaku Tsumoto
Information Systems in Modeling Interactive Computations on Granules
Distributed Representations to Detect Higher Order Term Correlations in Textual Content / Pinar Öztürk ; Hans Moen
Author Index
Keynote Talks
Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski
An Interpolating Sequent Calculus for Quantifier-Free Presburger Arithmetic / Angelo Brillout ; Daniel Kroening ; Philipp Rümmer ; Thomas Wahl
Bugs, Moles and Skeletons: Symbolic Reasoning for Software Development / Leonardo de Moura
Applications
Automating Security Analysis: Symbolic Equivalence of Constraint Systems / Vincent Cheval ; Hubert Comon-Lundh ; Stéphanie Delaune
System Description: The Proof Transformation System CERES / Tsvetan Dunchev ; Alexander Leitsch ; Tomer Libal ; Daniel Weller ; Bruno Woltzenlogel Paleo
Premise Selection in the Naproche System / Marcos Cramer ; Peter Koepke ; Daniel Kühlwein ; Bernhard Schröder
On the Saturation of YAGO / Martin Suda ; Christoph Weidenbach ; Patrick Wischnewski
Description Logic II
Optimized Description Logic Reasoning via Core Blocking / Birte Glimm ; Boris Motik
An Extension of Complex Role Inclusion Axioms in the Description Logic SROIQ
Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support / Riccardo Bellazzi ; Cristiana Larizza ; Matteo Gabetta ; Giuseppe Milani ; Angelo Nuzzo ; Valentina Favalli ; Eloisa Arbustini
Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR / Amedeo Napoli
Real-Time Case-Based Reasoning for Interactive Digital Entertainment (Extended Abstract) / Ashwin Ram
Theoretical/Methodological Research Papers
Applying Machine Translation Evaluation Techniques to Textual CBR / Ibrahim Adeyanju ; Nirmalie Wiratunga ; Robert Lothian ; Susan Craw
Intelligent Data Interpretation and Case Base Exploration through Temporal Abstractions / Alessio Bottrighi ; Giorgio Leonardi ; Stefania Montani ; Luigi Portinale ; Paolo Terenziani
An Algorithm for Adapting Cases Represented in an Expressive Description Logic / Julien Cojan ; Jean Lieber
Taxonomic Semantic Indexing for Textual Case-Based Reasoning / Juan A. Recio-Garcia
A Case for Folk Arguments in Case-Based Reasoning / LuÃs A.L. Silva ; John A. Campbell ; Nicholas Eastaugh ; Bernard F. Buxton
Reexamination of CBR Hypothesis / Xi-feng Zhou ; Ze-lin Shi ; Huai-ci Zhao
Applied Research Papers
Case Based Reasoning with Bayesian Model Averaging: An Improved Method for Survival Analysis on Microarray Data / Isabelle Bichindaritz ; Amalia Annest
User Trace-Based Recommendation System for a Digital Archive / Reim Doumat ; Elöd Egyed-Zsigmond ; Jean-Marie Pinon
On-the-Fly Adaptive Planning for Game-Based Learning / Ioana Hulpus ; Manuel Fradinho ; Conor Hayes
A Case Based Reasoning Approach for the Monitoring of Business Workflows / Stelios Kapetanakis ; Miltos Petridis ; Brian Knight ; Jixin Ma ; Liz Bacon
A Case-Based Reasoning Approach to Automating the Construction of Multiple Choice Questions / David McSherry
Towards Case-Based Adaptation of Workflows / Mirjam Minor ; Ralph Bergmann ; Sebastian Görg ; Kirstin Walter
Case Acquisition from Text: Ontology-Based Information Extraction with SCOOBIE for myCBR / Thomas Roth-Berghofer ; Benjamin Adrian ; Andreas Dengel
Similarity-Based Retrieval and Solution Re-use Policies in the Game of Texas Hold'em / Jonathan Rubin ; Ian Watson
Experience-Based Critiquing: Reusing Critiquing Experiences to Improve Conversational Recommendation / Kevin McCarthy ; Yasser Salem
Improving Pervasive Application Behavior Using Other Users' Information / Mike Spence ; Siobhán Clarke
a.SCatch: Semantic Structure for Architectural Floor Plan Retrieval / Markus Weber ; Christoph Langenhan ; Marcus Liwicki ; Frank Petzold
Runtime Estimation Using the Case-Based Reasoning Approach for Scheduling in a Grid Environment / Edward Xia ; Igor Jurisica ; Julie Waterhouse ; Valerie Sloan
Author Index
Invited Talks
Translational Bioinformatics: Challenges and Opportunities for Case-Based Reasoning and Decision Support / Riccardo Bellazzi ; Cristiana Larizza ; Matteo Gabetta ; Giuseppe Milani ; Angelo Nuzzo ; Valentina Favalli ; Eloisa Arbustini
Why and How Knowledge Discovery Can Be Useful for Solving Problems with CBR / Amedeo Napoli
Talking Rabbit: A User Evaluation of Sentence Production / Paula Engelbrecht ; Glen Hart ; Catherine Dolbear
Naturalness vs. Predictability: A Key Debate in Controlled Languages / Peter Clark ; William R. Murray ; Phil Harrison ; John Thompson
Implementing Controlled Languages in GF / Krasimir Angelov ; Aarne Ranta
Polysemy in Controlled Natural Language Texts / Normunds Gruzitis ; Guntis Barzdins
Economical Discourse Representation Theory / Johan Bos
Controlled English Ontology-Based Data Access / Camilo Thorne ; Diego Calvanese
SBVR's Approach'to Controlled Natural Language / Silvie Spreeuwenberg ; Keri Anderson Healy
Tools and Applications
The Naproche Project Controlled Natural Language Proof Checking of Mathematical Texts / Marcos Cramer ; Bernhard Fisseni ; Peter Koepke ; Daniel Kühlwein ; Bernhard Schröder ; Jip Veldman
On Designing Controlled Natural Languages for Semantic Annotation / Brian Davis ; Pradeep Dantuluri ; Laura Dragan ; Siegfried Handschuh ; Hamish Cunningham
Development of a Controlled Natural Language Interface for Semantic MediaWiki / Paul R. Smart ; Jie Bao ; Dave Braines ; Nigel R. Shadbolt
A Controlled Language for the Specification of Contracts / Gordon J. Pace ; Michael Rosner
Rabbit to OWL: Ontology Authoring with a CNL-Based Tool / Ronald Denaux ; Vania Dimitrova ; Anthony G. Cohn
Writing Clinical Practice Guidelines in Controlled Natural Language / Richard N. Shiffman ; George Michel ; Michael Krauthammer ; Norbert E. Fuchs ; Kaarel Kaljurand
What Are Controlled Natural Languages?
On Controlled Natural Languages: Properties and Prospects / Adam Wyner ; Danica Damljanovic ; Norbert Fuchs ; Stefan Hoefler ; Ken Jones ; Martin Luts ; Jonathan Pool ; Mike Rosner ; John Sowa
Author Index
Language Aspects
An Evaluation Framework for Controlled Natural Languages / Tobias Kuhn
Rhetorical Compositions for Controlled Natural Languages / Andrew Potter
Thanaruk Theeramunkong, Paulo J. L. Adeodato, Nitesh Chawla, Peter Christen, Takeo Kanade, Philippe Lenca, Cholwich Nattee, Josiah Poon, Graham Williams
出版情報:
Springer eBooks Computer Science , Springer Berlin Heidelberg, 2010
CODE: A Data Complexity Framework for Imbalanced Datasets / Cheng G. Weng ; Josiah Poon
An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data / Kuo- Wei Hsu ; Jaideep Srivastava
Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains / Sareewan Dendamrongvit ; Miroslav Kubat
Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams / Ryan N. Lichtenwalter ; Nitesh V. Chawla
PAKDD Data Mining Competition 2009: New Ways of Using Known Methods / Chaim Linhart ; Guy Harari ; Sharon Abramovich ; Altina Buchris
Feature Selection for Brain-Computer Interfaces / Irena Koprinska
Mining Protein Interactions from Text Using Convolution Kernels / Ramanathan Narayanan ; Sanchit Misra ; Simon Lin ; Alok Choudhary
Missing Phrase Recovering by Combining Forward and Backward Phrase Translation Tables / Peerachet Porkaew ; Thepchai Supnithi
Automatic Extraction of Thai-English Term Translations and Synonyms from Medical Web Using Iterative Candidate Generation with Association Measures / Kobkrit Viriyayudhakorn ; Thanaruk Theeramunkong ; Cholwich Nattee ; Manabu Okumura
Accurate Subsequence Matching on Data Stream under Time Warping Distance / Vit Niennattrakul ; Dechawut Wanichsan ; Chotirat Ann Ratanamahatana
Automatic Distractor Generation for Domain Specific Texts / Itziar Aldabe ; Montse Maritxalar
Summarization as Feature Selection for Document Categorization on Small Datasets / Emmanuel Anguiano-Hernández ; Luis Villaseñor-Pineda ; Manuel Montes-y-Gómez ; Paolo Rosso
Concept Based Representations for Ranking in Geographic Information Retrieval / Maya Carrillo ; Esaú Villatoro-Tello ; Aurelio López-López ; Chris Eliasmith
Using Machine Translation Systems to Expand a Corpus in Textual Entailment / Julio J. Castillo
Frames in Formal Semantics / Robin Cooper
Clustering E-Mails for the Swedish Social Insurance Agency - What Part of the E-Mail Thread Gives the Best Quality? / Hercules Dalianis ; Magnus Rosell ; Eriks Sneiders
OpenMaTrEx: A Free/Open-Source Market-Driven Example-Based Machine Translation System / Sandipan Dandapat ; Mikel L. Forcada ; Declan Groves ; Sergio Penkale ; John Tinsley ; Andy Way
Head Finders Inspection: An Unsupervised Optimization Approach / MartÃn A. DomÃnguez ; Gabriel Infante-Lopez
Estimating the Birth and Death Years of Authors of Undated Documents Using Undated Citations / Yaakov HaCohen-Kerner ; Dror Mughaz
Using Temporal Cues for Segmenting Texts into Events / Ludovic Jean-Louis ; Romaric Besançon ; Olivier Ferret
Enriching the Adjective Domain in the Japanese WordNet / Kyoko Kanzaki ; Francis Bond ; Takayuki Kuribayashi ; Hitoshi Isahara
Comparing SMT Methods for Automatic Generation of Pronunciation Variants / Panagiota Karanasou ; Lori Lamel
Automatic Learning of Discourse Relations in Swedish Using Cue Phrases / Stefan Karlsson ; Pierre Nugues
Symbolic Classification Methods for Patient Discharge Summaries Encoding into ICD / Laurent Kevers ; Julia Medori
User-Tailored Document Planning - A Game-Theoretic Approach / Ralf Klabunde ; Alexander Kornrumpf
Anaphora Resolution with Real Preprocessing / Manfred Klenner ; Don Tuggener ; Angela Fahrni ; Rico Sennrich
Automatic Construction of a Morphological Dictionary of Multi-Word Units / Cvetana Krstev ; Ranka Stankovic ; Ivan Obradovic
Collocation Extraction in Turkish Texts Using Statistical Methods / Senem Kumova Metin ; Bahar Karaoglan
Towards the Design and Evaluation of ROILA: A Speech Recognition Friendly Artificial Language / Omar Mubin ; Christoph Bartneck ; Loe Feijs
Time Expressions Ontology for Information Seeking Dialogues in the Public Transport Domain / Agnieszka Mykowiecka
Reliability of the Manual Segmentation of Pauses in Natural Speech / Raoul Oehmen ; Kim Kirsner ; Nicolas Fay
Large-Scale Language Modeling with Random Forests for Mandarin Chinese Speech-to-Text / Ilya Oparin ; Jean-Luc Gauvain
Design and Evaluation of an Agreement Error Detection System: Testing the Effect of Ambiguity, Parser and Corpus Type / Maite Oronoz ; Arantza DÃaz de Ilarraza ; Koldo Gojenola
TectoMT: Modular NLP Framework / Martin Popel ; Zdenek Zabokrtský
Using Information From the Target Language to Improve Crosslingual Text Classification / Gabriela RamÃrez-de-la-Rosa ; David Pinto-Avendañor ; Thamar Solorio
Event Detection Using Lexical Chain / Sangeetha S. ; R.S. Thakur ; Michael Arock
Using Comparable Corpora to Improve the Effectiveness of Cross-Language Information Retrieval / Fatiha Sadat
A Middleware for Modeling Organizations and Roles in Jade / Matteo Baldoni ; Guido Boella ; Valerio Genovese ; Andrea Mugnaini ; Roberto Grenna ; Leendert van der Torre
An Open Architecture for Service-Oriented Virtual Organizations / Adriana Giret ; Vicente Julián ; Miguel Rebollo ; EstefanÃa Argente ; Carlos Carrascosa ; Vincente Botti
Formalising the Environment in MAS Programming: A Formal Model for Artifact-Based Environments / Alessandro Ricci ; Mirko Viroli ; Michele Piunti
A Time-Lag Analysis for Improving Communication among OSS Developers / Kiwako Koyama ; Akinori Ihara ; Shinsuke Matsumoto ; Yasutaka Kamei ; Ken-ichi Matsumoto
Comparison of Coordination Communication and Expertise Communication in Software Development: Motives, Characteristics, and Needs / Kumiyo Nakakoji ; Yasuhiro Yamamoto
Logic and Engineering of Natural Language Semantics / Part III：
6th International Workshop on Logic and Engineering of Natural Language Semantics (LENLS 6) / Daisuke Bekki
Representing Covert Movements by Delimited Continuations / Kenichi Asai
Problems with Intervention and Binding into Relations / Alastair Butler ; Kei Yoshimoto
A Translation from Logic to English with Dynamic Semantics / Elizabeth Coppock ; David Baxter
Semantics of Possibility Suffix "(Rar)e" / Takashi lida
An Adaptive Logic for the Formal Explication of Scalar Implicatures / Hans Lycke
Two Kinds of Procedural Semantics for Privative Modification / Giuseppe Primiero ; Bjørn Jespersen
On the Nature and Formal Analysis of Indexical Presuppositions / Igor Yanovich
Non-standard Uses of German 1st Person Singular Pronouns / Sarah Zobel
Learning with Logics and Logics for Learning / Part IV：
The Sixth Workshop on Learning with Logics and Logics for Learning (LLLL2009) / Akihiro Yamamoto ; Kauichi Hirata ; Shin-ichi Minato
Inferability of Unbounded Unions of Certain Closed Set Systems / Yuichi Kameda ; Hiroo Tokunaga
Conditional Dependence Networks in Requirements Engineering / Guido Boella ; Leendert van der Torre ; Serena Villata
A Norm-Based Organization Management System / Natalia Criado ; Vicente Julián ; Vicente Botti ; Estefania Argente
Implementing Collective Obligations in Human-Agent Teams Using KAoS Policies / Jurriaan van Diggelen ; Jeffrey M. Bradshaw ; Matthew Johnson ; Andrzej Uszok ; Paul J. Feltovich
Building Multi-Agent Systems for Workflow Enactment and Exception Handling / Joey Lam ; Frank Guerin ; Wamberto Vasconcelos ; Timothy J. Norman
Playing with Agent Coordination Patterns in MAGE / Visara Urovi ; Kostas Stathis
A Model-Based Architecture for Organizational Interoperability in Open Multiagent Systems / Luciano R. Coutinho ; Anarosa A.F. Brandã ; Jaime S. Sichman ; Jomi F. Hübner ; Olivier Boissier
A Normative Organisation Programming Language for Organisation Management Infrastructures / Rafael H. Bordini
Social Norms and Semantics / Part II：
Monitoring Social Expectations in Second Life / Stephen Cranefield ; Guannan Li
Towards a Logical Model of Social Agreement for Agent Societies / Emiliano Lorini ; Mario Verdicchio
Promotion of Selfish Agents in Hierarchical Organisations / Suzanne Sadedin ; Christian Guttmann
The SIOC Project: Semantically-Interlinked Online Communities, from Humans to Machines / Alexandre Passant ; Uldis Bojars ; John G. Breslin ; Stefan Decker
Directing Status Messages to Their Audience in Online Communities / Milan Stankovic ; Philippe Laublet
Effects of Social Network Topology and Options on Norm Emergence / Onkur Sen ; Sandip Sen
Norms and Reasoning / Part III：
Directed Deadline Obligations in Agent-Based Business Contracts
Internal Agent Architecture for Norm Identification / Bastin Tony Roy Savarimuthu ; Maryam A. Purvis ; Martin K. Purvis
Influence of Communication Graph Structures on Pheromone-Based Approaches in the Context of a Partitioning Task Problem / Thomas Kemmerich
An Infection-Based Mechanism in Large Convention Spaces / Norman Salazar ; Juan A. Rodriguez-Aguilar ; Josep Ll. Arcos
The Classification Game: Complexity Regularization through Interaction / Samarth Swarup
Dealing with Incomplete Normative States / Juan Manuel Serrano ; Sergio Saugar
Towards an Architecture for Self-regulating Agents: A Case Study in International Trade / Brigitte Burgemeestre ; Joris Hulstijn ; Yao-Hua Tan
Author Index
Building and Managing Organizations / Part I：
Conditional Dependence Networks in Requirements Engineering / Guido Boella ; Leendert van der Torre ; Serena Villata
A Norm-Based Organization Management System / Natalia Criado ; Vicente Julián ; Vicente Botti ; Estefania Argente
Is Computational Complexity a Barrier to Manipulation? / Toby walsh
Games, Norms and Strategic Notions in Information Flow Security (Abstract) / Ron van der Meyden
Group Announcements: Logic and Games (Extended abstract) / Thomas Ã…gones
Strong Equivalence in Argumentation (abstract) / Stefan Woltran
Reguler papers
Hypergraphs of Multiparty Secrets / Sara Miner More ; Pauel Naumou
Combining Logics in Simple Type Theory / Christoph Benzmüiller
Speculative Adductive Reasoning for Hierarchical Agent Systems / Jiefei Ma ; Krysia Broad ; Randy Goebel ; Hiroshi Hosobe ; Alessandra Russo ; Ken satoh
Formal Semantics of a Dynamic Epistemic Logic for Describing Knowledge Properties of ?-Calculus Processes / Pedro Arturo góngora ; Eric Ufferman ; Francisco Hernández-Quiroz
What Happened to My Commitment? Exception Diagnosis Among Misalignment and Misbehaviour / Özgür Kafali ; Federico Chesani ; Paolo Torroni
Dynamic Linear Combination of Two-Class Classifiers / Carlo Lobrano ; Roberto Tronic ; Giorgio Giacinto ; Fabio Roli
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model / Roberto Paredes
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming / Nopriadi ; Yukihiko Yamashita
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform / Noureddine Ennahnahi ; Mohammed Oumsis ; Mohammed Meknassi
Feature Level Fusion of Face and Palmprint Biometrics / Dakshina Ranjan Kisku ; Phalguni Gupta ; Jamuna Kanta Sing
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields / Wei Liu ; Eraldo Ribeiro
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection / Sedat Ozer ; Chi Hau Chen ; Imam Samil Yetik
Automatic Speech Segmentation Based on Acoustical Clustering / Jon A. Gómez ; Emilio Sanchis ; MarÃa J. Castro-Bleda
An Efficient Iris and Eye Corners Extraction Method / Nesli Erdogmus ; Jean-Luc Dugelay
Dissimilarity-Based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces / Sang-Woon Kim
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure / Diana Porro-Muñoz ; Mauricio Orozco-Alzate ; Isneri Talavera ; John Makario Londoño-Bonilla
Regularising the Ricci Flow Embedding / Weiping Xu ; Richard C. Wilson
Spherical Embedding and Classification
Language
Language Detection and Tracking in Multilingual Documents Using Weak Estimators / Aleksander Stensby ; B. John Oommen ; Ole-Christoffer Granmo
HYDRA: A Middleware-Oriented Integrated Architecture for e-Procurement in Supply Chains / Giner Alor-Hernandez ; Alberto Aguilar-Lasserre ; Ulises Juarez-Martinez ; Ruben Posada-Gomez ; Guillermo Cortes-Robles ; Mario Alberto Garcia-Martinez ; Juan Miguel Gomez-Berbis ; Alejandro Rodriguez-Gonzalez
Tableaux with Global Caching for Checking Satisfiability of a Knowledge Base in the Description Logic SH / Linh Anh Nguyen ; Andrzej Szalas
An Efficient Ant-Based Edge Detector / Dogan Aydin
Stochastic Local Search for Core Membership Checking in Hedonic Games / Helena Keinänen
A Different Perspective on a Scale for Pairwise Comparisons / J. Fülöp ; W.W. Koczkodaj ; S.J. Szarek
An Awareness-Based Learning Model to Deal with Service Collaboration in Cloud Computing / Mauricio Paletta ; Pilar Herrero
Ontology-Based Administration of Web Directories / Marko Horvat ; Gordan Gledec ; Nikola Bogunovic
Fuzzy Cognitive and Social Negotiation Agent Strategy for Computational Collective Intelligence / Amine Chohra ; Kurosh Madani ; Dalel Kanzari
The Living Cell as a Multi-agent Organisation: A Compositional Organisation Model of Intracellular Dynamics / C.M Jonker ; J.L. Snoep ; J. Treur ; H.V. Westerhoff ; W.C.A. Wijngaards
Author Index
HYDRA: A Middleware-Oriented Integrated Architecture for e-Procurement in Supply Chains / Giner Alor-Hernandez ; Alberto Aguilar-Lasserre ; Ulises Juarez-Martinez ; Ruben Posada-Gomez ; Guillermo Cortes-Robles ; Mario Alberto Garcia-Martinez ; Juan Miguel Gomez-Berbis ; Alejandro Rodriguez-Gonzalez
Tableaux with Global Caching for Checking Satisfiability of a Knowledge Base in the Description Logic SH / Linh Anh Nguyen ; Andrzej Szalas
An Efficient Ant-Based Edge Detector / Dogan Aydin
Another Investigation of an Interontologia between Chinese Lexical Systems and Roget's Thesaurus / Sang-Rak Kim ; Jae-Gun Yang ; Jae-Hak J. Bae
Incremental Knowledge Acquisition
Incremental Knowledge Acquisition Using Generalised RDR for Soccer Simulation / Angela Finlayson ; Paul Compton
Incremental System Engineering Using Process Networks / Avishkar Misra ; Arcot Sowmya
RDRCE: Combining Machine Learning and Knowledge Acquisition / Han Xu ; Achim Hoffmann
Simulated Assessment of Ripple Round Rules / Ivan Bindoff ; Byeong Ho Kang
The Ballarat Incremental Knowledge Engine / Richard Dazeley ; Philip Warner ; Scott Johnson ; Peter Vamplew
KA Applications in Internet and Mobile Computing
Finding Relation between PageRank and Voter Model / Takayasu Fushimi ; Kazumi Saito ; Masahiro Kimura ; Hiroshi Motoda ; Kouzou Ohara
Mobile Sync-application for Life Logging and High-Level Context Using Bayesian Network / Tae-min Jung ; Young-Seol Lee ; Sung-Bae Cho
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security / John L. Yearwood ; Byeong H. Kang ; Andrei V. Kelarev
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site / Yang Sok Kim ; Ashesh Mahidadia ; Xiongcai Cai ; Mike Bain ; Alfred Krzywicki ; Wayne Wobcke
Visualising Intellectual Structure of Ubiquitous Computing / Maria R. Lee ; Tsung Teng Chen
Acquiring Expected Influence Curve from Single Diffusion Sequence / Yuya Yoshikawa
KA Applications in Multimedia and Games
Automatic Speech-Based Classification of Gender, Age and Accent / Phuoc Nguyen ; Dat Tran ; Xu Huang ; Dharmendra Sharma
MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory / Umer Fareed ; Byoung-Tak Zhang
Efficient Bulk-Insertion for Content-Based Video Indexing / Narissa Onkhum ; Juggapong Natwichai
Author Index
Machine Learning
A Graph-Based Projection Approach for Semi-supervised Clustering / Tetsuya Yoshida ; Kazuhiro Okatani
Self-organisation in an Agent Network via Multiagent Q-Learning / Dayong Ye ; Minjie Zhang ; Quan Bai ; Takayuki Ito
An SVM Model Based on Physicochemical Properties to Predict Antimicrobial Activity from Protein Sequences with Cysteine Knot Motifs / William F. Porto ; Fabiano C. Fernandes ; Octávio L. Franco
Enabling Annotation Provenance in Bioinformatics Workflow Applications / Milene Pereira Guimarães ; Maria Cláudia Cavalcanti
Cognitive Informatics and Denotation Mathematical Means for Brain Informatics / Yingxu Wang
Cognitive Computing
An Adaptive Model for Dynamics of Desiring and Feeling Based on Hebbian Learnig / Tibor Bosse ; Mark Hoogendoorn ; Zulfiqar A. Memon ; Jan Treur ; Muhammad Umair
Modelling the Emergence of Group Decisions Based on Mirroring and Somatic Marking / C. Natalie van der Wal ; Arlette van Wissen
Rank-Score Characteristics (RSC) Function and Cognitive Diversity / D. Frank Hsu ; Bruce S. Kristal ; Christina Schweikert
Congnitive Effort for Multi-agent Systems / Luca Longo ; Stephen Barrett
Behavioural Abstraction of Agent Models Addressing Mutual Interaction of Cognitive and Affective Processes / Alexei Sharpanskykh
Data Brain and Analysis
The Effect of the Normalization Strategy on Voxel-Based Analysis of DTI Images: A Pattern Recognition Based Assessment / Gloria Díaz ; Gonzalo Pajares ; Eduardo Romero ; Juan Alvarez-Linera ; Eva López ; Juan Antonio ; Hernández-Tamames ; Norberto Malpica
Single Trial Classification of EEG and Peripheral Physiological Signals for Recognition of Emotions Induced by Music Videos / Sander Koelstra ; Ashkan Yazdani ; Mohammad Soleymani ; Christian Mühl ; Jong-Seok Lee ; Anton Nijholt ; Thierry Pun ; Touradj Ebrahimi ; Ioannis Patrus
Brain Signal Recognition and Conversion towards Symbiosis with Ambulatory Humanoids / Yasuo Matsuyama ; Keita Noguchi ; Takashi Hatakeyama ; Nimiko Ochiai ; Tatsuro Hori
Feature Rating by Random Subspaces for Functional Brain Mapping / Diego Sona ; Paolo Avesani
Recurrence Plots for Identifying Memory Components in Single-Trial EEGs / Nasibeh Talebi ; Ali Motie Nasrabadi
Comparing EEG/ERP-Like and fMRI-Like Techniques for Reading Machine Thoughts / Fabio Massimo Zanzotto ; Danilo Croce
Improving Individual Identification in Security Check with an EEG Based Biometric Solution / Qinglin Zhao ; Hong Peng ; Bin Hu ; Quanying Liu ; Li Liu ; YanBing Qi ; Lanlan Li
Neuronal Modeling and Brain Modeling
Segmentation of 3D Brain Structures Using the Bayesian Generalized Fast Marching Method / Mohamed Baghdadi ; Nacéra Benamrane ; Lakhdar Sais
Domain-Specific Modeling as a Pragmatic Approach to Neuronal Model Descriptions / Ralf Ansory ; Lars Schwabe
Guessing What's on Your Mind: Using the N400 in Brain Computer Interfaces / Marijn van Vliet ; Boris Reuderink ; Mannes Poel
A Brain Data Integration Model Based on Multiple Ontology and Semantic Similarity / Li Xue ; Yun Xiong ; Yangyong Zhu
Perception and Information Processing
How Does Repetition of Signals Increase Precision of Numerical Judgement? / Eike B. Kroll ; Jörg Rieger ; Bodo Vogt
Sparse Regression Models of Pain Perception / Irina Rish ; Guillermo A. Cecchi ; Marwan N. Baliki ; A. Vania Apkarian
A Study of Mozart Effect on Arousal, Mood and Attention Blink / Chen Xie ; Lun Zhao ; Duoqian Miao ; Deng Wang ; Zhihua Wei ; Hongyun Zhang
Learning
Attentional Disengage from Test-Related Pictures in Test-Anxious Students: Evidence from Event-Related Potentials / Rui Chen ; Renlai Zhou
Concept Learning in Text Comprehension / Manas Hardas ; Javed Khan
A Qualitative Approach of Learning in Parkinson's Disease / Delphine Penny-Leguy ; Josiane Caron-Pargue
Cognition-Inspired Applications
Modelling Caregiving Interactions during Stress / Azizi Ab Aziz
Computational Modeling and Analysis of Therapeutical Interventions for Depression / Fiemke Both ; Michel C.A. Klein
A Time Series Based Method for Analyzing and Predicting Personalized Medical Data / Qinwin vivian Hu ; Xiangji Jimmy Huang ; William Melek ; C. Joseph Kurian
Language Analytics for Assessing Brain Health: Cognitive Impairment, Depression and Pre-symptomatic Alzheimer's Disease / William L. Jarrold ; Bart Peintner ; Eric Yeh ; Ruth Krasnow ; Harold S. Javitz ; Gary E. Swan
The Effect of Sequence Complexity on the Construction of Protein-Protein Interaction Networks / Mehdi Kargar ; Aijun An
Data Fusion and Feature Selection for Alzheimer's Diagnosis / Blake Lemoine ; Sara Rayburn ; Ryan Benton
A Cognitive Architecture Based on Neuroscience for the Control of Virtual 3D Human Creatures / Felipe Rodríguez ; Francisco Galvan ; Félix Ramos ; Erick Castellanos ; Gregorio García ; Pablo Covarrubia
Towards Inexpensive BCI Control for Wheelchair Navigation in the Enabled Environment - A Hardware Survey / Kenyon Stamps ; Yskandar Hamam
Expression Recognition Methods Based on Feature Fusion / Chang Su ; Jiefang Deng ; Yong Yang ; Guoyin Wang
Investigation on Human Characteristics of Japanese Katakana Recognition by Active Touch / Suguru Yokotani ; Jiajia Yang ; Jinglong Wu
WICI Perspectives on Brain Informatics
Towards Systematic Human Brain Data Management Using a Data-Brain Based GLS-BI System / Jianhui Chen ; Ning Zhong ; Runhe Huang
The Role of the Parahippocampal Cortex in Memory Encoding and Retrieval: An fMRI Study / Mi Li ; Shengfu Lu ; Jiaojiao Li
Brain Activation and Deactivation in Human Inductive Reasoning: An fMRI Study / Peipeng Liang ; Yang Mei ; Xiugin Jia ; Yanhui Yang ; Kurcheng Li
Clustering of fMRI Data Using Affinity Propagation / Dazhong Liu ; Wanxuan Lu
Interaction between Visual Attention and Goal Control for Speeding Up Human Heuristic Search / Rifeng Wang ; Jie Xiang
The Role of Posterior Parietal Cortex in Problem Representation / Yulin Qin ; Junjie Chen ; Haiyan Zhou ; Kuncheng Li ; Ning zhong
Basic Level Advantages and Its Switching during Information Retrieval: An fMRI Study / Jieyu Liu ; Wei Jing ; Yiyu Yao
Author index
Keynote Talks
Fractionating the Rational Brain / Vinod Goel
Cognitive Informatics and Denotation Mathematical Means for Brain Informatics / Yingxu Wang
Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-GarcÃa ; Juan Antonio Romero del Castillo ; Nicolás GarcÃa-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
Gallbladder Boundary Segmentation from Ultrasound Images Using Active Contour Model / Marcin Ciecholewski
On the Power of Topological Kernel in Microarray-Based Detection of Cancer / Vilen Jumutc ; Pawel Zayakin
An Evolutionary Multi-objective Optimization of Market Structures Using PBIL / Xinyang Li ; Andreas Krause
New Application of Graph Mining to Video Analysis / Hisashi Koga ; Tsuji Tomokazu ; Takanori Yokoyama ; Toshinori Watanabe
Classification by Multiple Reducts-kNN with Confidence / Naohiro Ishii ; Yuichi Morioka ; Hiroaki Kimura ; Yongguang Bao
Towards Automatic Classification of Wikipedia Content / Julian Szymanski
Investigating the Behaviour of Radial Basis Function Networks in Regression and Classification of Geospatial Data / Andrea Guidali ; Elisabetta Binaghi ; Mauro Guglielmin ; Marco Pascale
A Comparison of Three-Voting Methods for Bagging with the MLEM2 Algorithm / Clinton Cohagan ; Jerzy W. Grzymala-Busse ; Zdzislaw S. Hippe
Simplified Self-adapting Skip Lists / Jonathan J. Pittard ; Alan L. Tharp
Multi-Agent Architecture with Support to Quality of Service and Quality of Service and Quality of Control / Jose-Luis Poza-Luján ; Juan-Luis Posadas-Yagüe ; Jose-Enrique Simó-Ten
Robust 1-Norm Soft Margin Smooth Support Vector Machine / Li-Jen Chien ; Yuh-Jye Lee ; Zhi-Peng Kao ; Chih-Cheng Chang
A Generalization of Independence in Naive Bayes Model / Yu Fujimoto ; Noboru Murata
Interval Filter: A Locality-Aware Alternative to Bloom Filters for Hardware Membership Queries by Interval Classification / Ricardo Quislant ; Eladio Gutierrez ; Oscar Plata ; Emilio D. Zapata
Histogram Distance for Similarity Search in Large Time Series Database / Yicun Ouyang ; Feng Zhang
The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces / Kazuteru Miyazaki
Applying Clustering Techniques to Reduce Complexity in Automated Planning Domains / Luke Dicken ; John Levine
The M-OLAP Cube Selection Problem: A Hyper-polymorphic Algorithm Approach / Jorge Loureiro ; Orlando Belo
Privacy Preserving Technique for Euclidean Distance Based Mining Algorithms Using a Wavelet Related Transform / Mohammad Ali Kadampur ; Somayajulu D.V.L.N
Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System / Marisa B. Figueiredo ; Ana de Almeida ; Bernardete Ribeiro ; António Martins
Annotation and Retrieval of Cell Images / Maria F. O'Connor ; Arthur Hughes ; Chaoxin Zheng ; Anthony Davies ; Dermot Kelleher ; Khurshid Ahmad
Adaptive Particle Swarm Optimizer for Feature Selection / M.A. Esseghir ; Gilles Goncalves ; Yahya Slimani
A Randomized Sphere Cover Classifier / Reda Younsi ; Anthony Bagnall
Directed Figure Codes with Weak Equality / Wtodzimierz Moczurad
Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks / Lukáš Bajer ; Martin Holena
Relevance of Contextual Information in Compression-Based Text Clustering / Ana Granados ; Rafael MartÃnez ; David Camacho ; Francisco de Borja RodrÃguez
Simple Deterministically Constructed Recurrent Neural Networks / Ali Rodan ; Peter Tino
Non-negative Matrix Factorization Implementation Using Graphic Processing Units / Noel Lopes
A Neighborhood-Based Clustering by Means of the Triangle Inequality / Marzena Kryszkiewicz ; Piotr Lasek
Selection of Structures with Grid Optimization, in Multiagent Data Warehouse / Marcin Gorawski ; Stawomir Bankowski ; Michal Gorawski
Approximating the Covariance Matrix of GMMs with Low-Rank Perturbations / Malik Magdon-Ismail ; Jonathan T. Purnell
Learning Negotiation Policies Using IB3 and Bayesian Networks / Gislaine M. Nalepa ; Bráulio C. Ãvila ; FabrÃcio Enembreck ; Edson E. Scalabrin
Trajectory Based Behavior Analysis for User Verification / Hsing-Kuo Pao ; Hong-Yi Lin ; Kuan-Ta Chen ; Junaidillah Fadlil
Discovering Concept Mappings by Similarity Propagation among Substructures / Qi H. Pan ; Fedja Hadzic ; Tharam S. Dillon
A Hybrid Evolutionary Algorithm to Quadratic Three-Dimensional Assignment Problem with Local Search for Many-Core Graphics Processors / Piotr Lipinski
Evolution Strategies for Objective Functions with Locally Correlated Variables
Neural Data Analysis and Reduction Using Improved Framework of Information-Preserving EMD / Zareen Mehboob ; Hujun Yin
Improving the Performance of the Truncated Fourier Series Least Squares (TFSLS) Power System Load Model Using an Artificial Neural Network Paradigm / Shonique L. Miller ; Gary L. Lebby ; Ali R. Osareh
An Efficient Approach to Clustering Real-Estate Listings / Maciej Grzenda ; Deepak Thukral
Incremental Update of Cyclic Association Rules / Eya Ben Ahmed
Author Index
Large Scale Instance Selection by Means of a Parallel Algorithm / Aida de Haro-GarcÃa ; Juan Antonio Romero del Castillo ; Nicolás GarcÃa-Pedrajas
Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection / Carsten Elfers ; Mirko Horstmann ; Karsten Sohr ; Otthein Herzog
Generalized Derivative Based Kernelized Learning Vector Quantization / Frank-Michael Schleif ; Thomas Villmann ; Barbara Hammer ; Petra Schneider ; Michael Biehl
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
Quality Assurance and Intelligent Web-Based Information Technology
A Framework for the Quality Assurance of Blended E-Learning Communities / Iraklis Varlamis ; Ioannis Apostolakis
Quality of Content in Web 2.0 Applications
Telepediatrics Education on the Semantic Web / Sofia Sidirokastriti ; Anastasia N. Kastania
Web Applications and Public Diplomacy / Antigoni Koffa
Knowledge-Based Interface Systems
A Hybrid Face Recognition System for Managing Time of Going to Work and Getting away from Office / Yoshinori Adachi ; Zeng Yunfei ; Masahiro Ozaki ; Yuji Iwahori
Multi-Relationa Pattern Mining System for General Database Systems / Nobuhiro Inuzuka ; Toshiyuki Makino
Recovering 3-D Shape Based on Light Fall-Off Stereo under Point Light Source Illumination and Perspective Projection / Claire Rouveyrol ; Robert J.Woodham ; Kunio Kasugai
Shadow Detection Method Based on Dirichlet Process Mixture Model / Wataru Kurahashi ; Shinji Fukui ; Robert J. Woodham
Vowel Sound Recognition Using a Spectrum Envelope Feature Detection Method and Neural Network / Masashi Kawaguchi ; Naohiro Yonekura ; Takashi Jimbo ; Naohiro Ishii
Information Extraction Using XPath / Masashi Okada ; Ippei Torii
Information Visualization System for Activation of Shopping Streets / Yousuke Okada ; Takahito Niwa ; Manabu Onogi
Reasoning Based Intelligent Systems
Introduction to Intelligent Network Routing Based on EVALPSN / Kazumi Nakamatsu ; Jair Minoro Abe ; Takashi Watanabe
Introduction to Intelligent Elevator Control Based on EVALPSN / Seiki Akama ; Roumen Kountchev
A Sensing System for an Autonomous Mobile Robot Based on the Paraconsistent Artificial Neural Network / Claudio Rodrigo Torres ; Germano Lambert-Torres ; João Inácio Da Silva Filho ; Helga Gonzaga Martins
Reasoning Elements for a Vehicle Routing System / Bernardo A. Mello ; JanaÃna A.S. Diniz ; Adelaide Figueiredo
A Mechanism for Converting Circuit Grammars to Definite Clauses / Takashi Tanaka
Constructive Discursive Reasoning
Formal Concept Analysis of Medical Incident Reports / Takahiro Baba ; Lucing Liu ; Sachio Hirokawa
Compression of Multispectral Images with Inverse Pyramid Decomposition
Data Mining and Service Science for Innovation
Econometric Approach for Broadband Market in Japan / Takeshi Kurosawa ; Hiromichi Kawano ; Motoi Iwashita ; Shinsuke Shimogawa ; Shouji Kouno ; Akiya Inoue
Opinion Exchange Support System by Visualizing Input History / Yukihiro Tamura ; Yuuki Tomiyama ; Wataru Sunayama
Extracting Promising Sequential Patterns from RFID Data Using the LCM Sequence / Takanobu Nakahara ; Takeaki Uno ; Katsutoshi Yada
Relation between Stay-Time and Purchase Probability Based on RFID Data in a Japanese Supermarket / Keiji Takai
Implementing an Image Search System with Integrating Social Tags and DBpedia / Chie Iijima ; Makito Kimura ; Takahira Yamaguchi
The Influence of Shopping Path Length on Purchase Behavior in Grocery Store / Marina Kholod ; Haruka Azuma
Existence of Single Input Rule Modules for Optimal Fuzzy Logic Control / Takashi Mitsuishi ; Hidefumi Kawakatsu ; Yasunari Shidama
Innovations in Chance Discovery
Temporality and Reference Place: Discovering Chances for Conflict Avoidance in Teamwork / Ruediger Oehlmann
Discovering Research Key Terms as Temporal Patterns of Importance Indices for Text Mining / Hidenao Abe ; Shusaku Tsumoto
Categorized and Integrated Data Mining of Medical Data from the Viewpoint of Chance Discovery / Akinori Abe ; Norihiro Hagita ; Michiko Furutani ; Yoshiyuki Furutani ; Rumiko Matsuoka
Support System for Thinking New Criteria of Unclassified Diseases / Yoko Nishihara ; Yoshimune Hiratsuka ; Akira Murakami ; Yukio Ohsawa ; Toshiro Kumakawa
Interpretation of Chance Discovery in Temporal Logic, Admissible Inference Rules / Vladimir Rybakov
An Efficient Mechanism for Stemming and Tagging: The Case of Greek language / Giorgos Adam ; Konstantinos Asimakis ; Vassilis Poulopoulos
Co-clustering Analysis of Weblogs Using Bipartite Spectral Projection Approach / Guandong Xu ; Yu Zong ; Peter Dolog ; Yanchun Zhang
Talking Biology in Logic, and Back / Hasan Jamil
Analysis of Medical Pathways by Means of Frequent Closed Sequences / Elena Baralis ; Giulia Bruno ; Silvia Chiusano ; Virna C. Domenici ; Naeem A. Mahoto ; Caterina Petrigni
Inheriting Access Control Rules from Large Relational Databases to Materialized Views Automatically / Alfredo Cuzzocrea ; Mohand-Said Hacid ; Nicola Grillo
MySQL Data Mining: Extending MySQL to Support Data Mining Primitives (Demo) / Alfredo Ferro ; Rosalba Giugno ; Piera Laura Puglisi ; Alfredo Pulvirenti
A Genetic Algorithm to Design Industrial Materials / E. Tenorio ; J. Gómez-Ruiz ; J.I. Peláez ; J.M. Doña
Intelligent Network and Service
A Proposal of P2P Content Retrieval System Using Access-Based Grouping Technique / Takuya Sasaki ; Jun Sawamoto ; Takashi Katoh ; Yuji Wada ; Norihisa Segawa ; Eiji Sugino
The Effects of Individual Differences in Two Persons on the Distributed and Cooperative KJ Method in an Anonymous Environment / Takaya Yuizono ; Zhe Jin
Pictograph Chat Communicator III: A Chat System That Embodies Cross-Cultural Communication / Jun Munemori ; Taro Fukuda ; Moonyati Binti Mohd Yatid ; Tadashi Nishide ; Junko Itou
Distance Learning Support System for Game Programming with Java / Kouji Yoshida ; Takumu Yaoi ; Isao Miyaji ; Kunihiro Yamada ; Satoru Fujii
Evidence Analysis Method Using Bloom Filter for MANET Forensics / Takashi Mishina ; Yoh Shiraishi ; Osamu Takahashi
Diminished Reality for Landscape Video Sequences with Homographies / Kosuke Takeda ; Ryuuki Sakamoto
Prediction of Combinatorial Protein-Protein Interaction Networks from Expression Data Using Statistics on Conditional Probability / Takatoshi Fujiki ; Etsuko Inoue ; Takuya Yoshihiro ; Masaru Nakagawa
Development and Evaluation of a Historical Tour Support System Using 3D Graphics and Mobile Terminal / Takahiro Shima ; Megumi Takahashi ; Koji Yoshida
Repetition of Dialogue Atmosphere Using Characters Based on Face-to-Face Dialogue
Soft Computing Techniques and Their Intelligent Utilizations Toward Gaming, Robotics, Stock Markets etc.
CMOS-Based Radiation Movie and Still Image Pickup System with a Phototimer Using Smart Pattern Recognition / Osamu Yuuki ; Hiroshi Mineno ; Tadanori Mizuno
Utilization of Evolutionary Algorithms for Making Commons Game Much More Exciting / Noriyuki Komine ; Norio Baba ; Hisashi Handa ; Mariko Kusaka ; Masaki Takeda ; Yuriko Yoshihara ; Keisuke Kogawa
Education of Embedded System by Using Electric Fan / Junji Namiki
Development and Evaluation of a Routing Simulator for a Mutually Complementary Network Incorporating Wired and Wireless Components / Hiroki Morita ; Naoki Yusa ; Masanori Kojima
On the Impact of the Metrics Choice in SOM Learning: Some Empirical Results from Financial Data / Marina Resta
Reinforcement Learning Scheme for Grouping and Characterization of Multi-agent Network / Koichiro Morihiro ; Nobuyuki Matsui ; Teijiro Isokawa ; Haruhiko Nishimura
Extracting Principal Components from Pseudo-random Data by Using Random Matrix Theory / Mieko Tanaka-Yamawaki
Music Impression Detection Method for User Independent Music Retrieval System / Masato Miyoshi ; Satoru Tsuge ; Hillary Kipsang Choge ; Tadahiro Oyama ; Momoyo Ito ; Minoru Fukumi
Applying Fuzzy Sets to Composite Algorithm for Remote Sensing Data / Kenneth J. Mackin ; Takashi Yamaguchi ; Jong Geol Park ; Eiji Nunohiro ; Kotaro Matsushita ; Yukio Yanagisawa ; Masao Igarashi
Immunity-Based Systems
Evaluations of Immunity-Based Diagnosis for a Motherboard / Haruki Shida ; Takeshi Okamoto ; Yoshiteru Ishida
A Note on Dynamical Behaviors of a Spatial Game Operated on Intercrossed Rules / Kouji Harada
Asymmetry in Repairing and Infection: The Case of a Self-repair Network / Kei-ichi Tanabe
A Note on Symmetry in Logic of Self-repair: The Case of a Self-repair Network
An Immunity-Based Scheme for Statistical En-route Filtering in Wireless Sensor Networks / Yuji Watanabe
Author Index
Knowledge-Based Systems for e-Business
A Study on Traveling Purpose Classification Method to Extract Traveling Requests / Nobuo Suzuki ; Mariko Yamamura ; Kazuhiko Tsuda
Customer Path Controlling in the Retail Store with the Vertex Dominating Cycle Algorithms / Hirokazu Yanagihara ; Muni S. Srivastava ; Takeshi Sugiyama
Finding Useful Items and Links in Social and Agent Networks / Sandip Sen
Integrating Workflow into Agent-Based Distributed Data Mining Systems / Chayapol Moemeng ; Xinhua Zhu ; Longbing Cao
Pilot Study: Agent-Based Exploration of Complex Data in a Hospital Environment / Ted Carmichael ; Mirsad Hadzikadic ; Ognjen Gajic
Multi-agent Information Retrieval in Heterogeneous Industrial Automation Environments / Stephan Pech ; Peter Goehner
Data Mining for Agents / Part II：
A Data Mining Approach to Identify Obligation Norms in Agent Societies / Bastin Tony Roy Savarimuthu ; Stephen Cranefield ; Maryam Purvis ; Martin Purvis
Probabilistic Modeling of Mobile Agents' Trajectories / Štepán Urban ; Michal Jakob ; Michal Pechoucek
Real-Time Sensory Pattern Mining for Autonomous Agents / Pedro Sequeira ; Cláudia Antunes
Data Mining in Agents / Part III：
Analyzing Agent-Based Simulations of Inter-organizational Networks / Dominik Schmitz ; Thomas Arzdorf ; Matthias Jarke ; Gerhard Lakemeyer
Clustering in a Multi-Agent Data Mining Environment / Santhana Chaimontree ; Katie Atkinson ; Frans Coenen
Time-Based Reward Shaping in Real-Time Strategy Games / Martin Midtgaard ; Lars Vinther ; Jeppe R. Christiansen ; Allan M. Christensen ; Yifeng Zeng
Wise Search Engine Based on LSI / Yang Jianxiong ; Junzo Watada
Pattern Recognition in Online Environment by Data Mining Approach / MohammadReza EffatParvar ; Mehdi EffatParvar ; Maseud Rahgozar
Agent Mining Applications / Part IV：
A Multiple System Performance Monitoring Model for Web Services / Yong Yang ; Dan Luo ; Chengqi Zhang
Implementing an Open Reference Architecture Based on Web Service Mining for the Integration of Distributed Applications and Multi-Agent Systems / Dionisis D. Kehagias ; Dimitrios Tzovaras ; Efthimia Mavridou ; Kostantinos Kalogirou ; Martin Becker
Minority Game Data Mining for Stock Market Predictions / Ying Ma ; Guanyi Li ; Yingsai Dong ; Zengchang Qin
Author Index
Agents for Data Mining / Part I：
Finding Useful Items and Links in Social and Agent Networks / Sandip Sen
Integrating Workflow into Agent-Based Distributed Data Mining Systems / Chayapol Moemeng ; Xinhua Zhu ; Longbing Cao
Deduction in Existential Conjunctive First-Order Logic: An Algorithm and Experiments / Khalil Ben Mohamed ; Michel Leclère ; Marie-Laure Mugnier
Use-Based Discovery of Pervasive Services / Raman Kazhamiakin ; Volha Kerhet ; Massimo Paolucci ; Marco Pistore ; Matthias Wagner
Expressive Approximations in DL-Lite Ontologies / Elena Botoeva ; Diego Calvanese ; Mariano Rodriguez-Muro
Reasoning Mechanism for Cardinal Direction Relations / Ah-Lian Kor ; Brandon Bennett
A Framework for Time-Series Analysis / Vladimir Kurbalija ; Milos Radovanovic ; Zoltan Geler ; Mirjana Ivanovic
Intelligent Techniques for Adaptation, Personalization, and Recommendation
Cross-Language Personalization through a Semantic Content-Based Recommender System / Pasquale Lops ; Cataldo Musto ; Fedelucio Narducci ; Marco de Gemmis ; Pierpaolo Basile ; Giovanni Semeraro
Towards Effective Recommendation of Social Data across Social Networking Sites / Yuan Wang ; Jie Zhang ; Julita Vassileva
Term Ranking and Categorization for Ad-Hoc Navigation / Ondrej Ševce ; Jozef Tvarozek ; Mária Bieliková
Time Optimized Algorithm for Web Document Presentation Adaptation / Rong Pan ; Peter Dolog
ConstraintModels for Reasoning on Unification in Inductive Logic Programming / Roman Barták
Coalition Structure Generation with GRASP / Nicola Di Mauro ; Teresa M.A. Basile ; Stefano Ferilli ; Floriana Esposito
Machine Learning, Data Mining, and Information Retrieval
A Bayesian Model for Entity Type Disambiguation / Barbara Bazzanella ; Heiko Stoermer ; Paolo Bouquet
The Impact of Valence Shifters on Mining Implicit Economic Opinions / Claudiu Musat ; Stefan Trausan-Matu
Entity Popularity on the Web: Correlating ANSA News and AOL Search / Angela Fogarolli ; George Giannakopoulos
Using Machine Learning to Prescribe Warfarin / Brent Martin ; Marina Filipovic ; Lara Rennie ; David Shaw
Single-Stacking Conformity Approach to Reliable Classification / Evgueni Smirnov ; Nikolay Nikolaev ; Georgi Nalbantov
A Relative Word-Frequency Based Method for Relevance Feedback / Zilong Chen ; Yang Lu
AI in Education
Sequence Detection for Adaptive Feedback Generation in an Exploratory Environment for Mathematical Generalisation / Sergio Gutierrez-Santos ; Manolis Mavrikis ; George Magoulas
A Deep Insight in Chat Analysis: Collaboration, Evolution and Evaluation, Summarization and Search / Mihai Dascalu ; Traian Rebedea
Ontology-Based Authoring of Intelligent Model-Tracing Math Tutors / Dimitrios Sklavakis ; Ioannis Refanidis
Applications
Comparative Analysis of Distributed, Default, IC, and Fuzzy ARTMAP Neural Networks for Classification of Malignant and Benign Lesions / Anatoli Nachev
An Adaptive Approach for Integration Analysis of Multiple Gene Expression Datasets / Veselka Boeva ; Elena Kostadinova
EVTIMA: A System for IE from Hospital Patient Records in Bulgarian / Svetla Boytcheva ; Galia Angelova ; Ivelina Nikolova ; Elena Paskaleva ; Dimitar Tcharaktchiev ; Nadya Dimitrova
Direct Field Oriented Neural Control of a Three Phase Induction Motor / Ieroham S. Baruch ; Irving P. de la Cruz ; Boyka Nenkova
General Shape Analysis Applied to Stamps Retrieval from Scanned Documents / Dariusz Frejlichowski ; Pawet Forczmanski
Posters
Selection of Foundational Ontology for Collaborative Knowledge Modeling in Healthcare Domain / Farooq Ahmad ; Helena Lindgren
Towards Ontological Blending / Joana Hois ; Oliver Kutz ; Till Mossakowski ; John Bateman
Integration of Ontology with Development of Personalized E-Learning Facilities for Dyslexics / Tatyana Ivanova ; Rumen Andreev ; Valentina Terzieva
A Meta Learning Approach: Classification by Cluster Analysis / Anna Jurek ; Yaxin Bi ; Shengli Wu ; Chris Nugent
Mapping Data Driven and Upper Level Ontology / Mariana Damova ; Svetoslav Petrov ; Kiril Simov
Data Sample Reduction for Classification of Interval Information Using Neural Network Sensitivity Analysis / Piotr A. Kowalski ; Piotr Kulczycki
Individualized Virtual Humans for Social Skills Training / H. Chad Lane
Signal Classification with Self-organizing Mixture Networks / Piotr Lipinski
Simulation of the Autonomous Agent Behavior by Autoregressive Models / Vanya Markova
Semi-Partitioned Horn Clauses: A Tractable Logic of Types / Allan Ramsay
Feed Rate Profiles Synthesis Using Genetic Algorithms / Olympia Roeva
An Ontology of All of Computing: An Update on Challenges and Approaches / Lillian N. Cassel ; Siva Kumar Inguva ; Jan Buzydlowski
Author Index
Knowledge Representation and Reasoning
Deduction in Existential Conjunctive First-Order Logic: An Algorithm and Experiments / Khalil Ben Mohamed ; Michel Leclère ; Marie-Laure Mugnier
Use-Based Discovery of Pervasive Services / Raman Kazhamiakin ; Volha Kerhet ; Massimo Paolucci ; Marco Pistore ; Matthias Wagner
A Graph-Based Developmental Swarm Representation and Algorithm / Sebastian von Mammen ; David Phillips ; Timothy Davison ; Christian Jacob
A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors / Pierre B. Borckmans ; Mariya Ishteva ; Pierre-Antoine Absil
A Robotic Validation of the Attractive Field Model: An Inter-disciplinary Model of Self-regulatory Social Systems / Md. Omar Faruque Sarker ; Torbjørn S. Dahl
A Thermodynamic Approach to the Analysis of Multi-robot Cooperative Localization under Independent Errors / Yotam Elor ; Alfred M. Bruckstein
An Efficient Optimization Method for Revealing Local Optima of Projection Pursuit Indices / Guillermo Leguizamón ; Carlos A. Coello Coello ; Souad Larabi Marie-Sainte ; Alain Berro ; Anne Ruiz-Gazen
Ant Colony Optimisation for Ligand Docking / Oliver Korb ; Jason Cole
Antbots: A Feasible Visual Emulation of Pheromone Trails for Swarm Robots / Ralf Mayet ; Jonathan Roberz ; Thomas Schmickl ; Karl Crailsheim
Automatic Configuration of Multi-Objective ACO Algorithms / Manuel López-Ibáñez ; Thomas Stützle
Autonomous Morphogenesis in Self-assembling Robots Using IR-Based Sensing and Local Communications / Wenguo Liu ; Alan F.T. Winfield
Autonomous Multi-agent Cycle Based Patrolling
Biologically Realistic Primitives for Engineered Morphogenesis / Justin Werfel
Evaluating the Robustness of Activator-Inhibitor Models for Cluster Head Computation / Lidia Yamamoto ; Daniele Miorandi
Evolution of Self-organised Path Formation in a Swarm of Robots / Valerio Sperati ; Vito Trianni ; Stefano Nolfi
Extensions to the Ant-Miner Classification Rule Discovery Algorithm / Khalid M. Salama ; Ashraf M. Abdelbar
Functional Blueprints: An Approach to Modularity in Grown Systems / Jacob Beal
Heterogeneous Particle Swarm Optimization / Andries P. Engelbrecht
Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters / Zhi Yuan ; Marco A. Montes de Oca ; Mauro Biratiari
Multi-agent Deployment on a Ring Graph
Multi-Swarm Optimization for Dynamic Combinatorial Problems: A Case Study on Dynamic Vehicle Routing Problem / Mostepha Redouane Khouadjia ; Enrique Alba ; Laetitia Jourdan ; El-Ghazali Talbi
Off-line vs. On-line Tuning: A Study on MAX-MIN Ant System for the TSP / Paola Pellegrini ; Mauro Birattari
Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm / Eliseo Ferrante ; Nithin Mathews ; Marco Dorigo|251
Positional Communication and Private Information in Honeybee Foraging Models / Peter Bailis ; Radhika Nagpal
Rank Based Particle Swarm Optimization / Affan Khan ; Muhammad Sadeequllah ; Riaz-ul-Hasnain ; Azzam-ul-Asar
Self-organized Task Partitioning in a Swarm of Robots / Marco Prison ; Nam-Luc Tran ; Nadir Baiboun ; Arne Brutschy ; Giovanni Pini ; Andrea Roli ; Marco Dorigo
Slime Mold Inspired Path Formation Protocol for Wireless Sensor Networks / Ke Li ; Kyle Thomas ; Claudio Torres ; Louis Rossi ; Chien-Chung Shen
Solving the Multi-dimensional Multi-choice Knapsack Problem with the Help of Ants / Shahrear Iqbal ; Md. Faizul Bari ; M. Sohel Rahman
Theoretical Properties of Two ACO Approaches for the Traveling Salesman Problem / Timo Kötzing ; Frank Neumann ; Heiko Röglin ; Carsten Witt
Short Papers
A Cooperative Network Game Efficiently Solved via an Ant Colony Optimization Approach / Pablo Romero ; Franco Robledo ; Pablo RodrÃguez-Bocca ; DarÃo Padula ; MarÃa Elisa Bertinat
A Deterministic Metaheuristic Approach Using "Logistic Ants" for Combinatorial Optimization / Rodolphe Charrier ; Christine Bourjot ; François Charpillet
A Model Based Ant Colony Design for the Protein Engineering Problem / Matteo Borrotti ; Davide De Lucrezia ; Giovanni Minervini ; Irene Poli
ACOPHY: A Simple and General Ant Colony Optimization Approach for Phylogenetic Tree Reconstruction / Huy Q. Dinh ; Bui Quang Minh ; Hoang Xuan Huan ; Arndt von Haeseler
Automatic Generation of Optimised Working Time Models in Personnel Planning / Volker Nissen ; Maik Günther
Bee-Sensor: A Step Towards Meta-Routing Strategies in Hybrid Ad Hoc Networks / Israr Ullah ; Muhammad Saleem ; Muddassar Farooq
Cooperation in a Heterogeneous Robot Swarm through Spatially Targeted Communication / Niihin Mathews ; Anders Lyhne Christensen ; Rehan 0'Grady
Early-Stage Diagnosis of Endogenous Diseases by Swarms of Nanobots: An Applicative Scenario / Paolo Amato ; Massimo Masserini ; Giancarlo Mauri ; Gianfranco Cerofolini
EDA-PSO: A Hybrid Paradigm Combining Estimation of Distribution Algorithms and Particle Swarm Optimization / Endika Bengoetxea ; Pedro Larrañaga
Emergent Flocking with Low-End Swarm Robots / Christoph Moeslinger
Exploiting Loose Horizontal Coupling in Evolutionary Swarm Robotics / Jennifer Owen ; Susan Stepney ; Jonathan Timmis
Formal Verification of Probabilistic Swarm Behaviours / Savas Konur ; Clare Dixon ; Michael Fisher
Inverse Modeling in Geoenvironmental Engineering Using a Novel Particle Swarm Optimization Algorithm / Tadikonda Venkata Bharat ; Jitendra Sharma
Mobile Stigmergic Markers for Navigation in a Heterogeneous Robotic Swarm / Frederick Ducatelle ; Gianni A. Di Caro ; Alexander Föorster ; Luca Gambardella
Motif Finding Using Ant Colony Optimization / Salim Bouamama ; Abdellah Boukerram ; Amer F. Al-Badarneh
Multiple Ant Colony System for Substructure Discovery / Oscar Cordón ; Arnaud Quirin ; RocÃo Romero-Zaliz
Opportunistic Ant-Based Path Management for Wireless Mesh Networks / Laurent Paquereau ; Bjarne E. Helvik
Parallel Ant Colony Optimization Algorithm on a Multi-core Processor / Shigeyoshi Tsutsui ; Noriyuki Fujimoto
Particle Swarm Optimization in High Dimensional Spaces / Juan L. Fernández-MartÃinez ; Tapan Mukerji ; Esperanza GarcÃa-Gonzalo
Particle Swarm Optimization of Bollinger Bands / Matthew Butler ; Dimitar Kazakov
Protein Structure Prediction in Lattice Models with Particle Swarm Optimization / Andrei Bautu ; Henri Luchian
The ACO Encoding / Alberto Moraglio ; Fernando E.B. Otero ; Colin G. Johnson
The Complexity of Grid Coverage by Swarm Robotics / Yaniv Altshuler
The Design of an Active Structural Vibration Reduction System Using a Modified Particle Swarm Optimization / Adam Schmidt
Extended Abstracts
Ant Colony Extended: Search in Solution Spaces with a Countably Infinite Number of Solutions / Jose B. Escario ; Juan F. Jimenez ; Jose M. Giron-Sierra
Automatic Parameter Configuration of Particle Swarm Optimization by Classification of Function Features / Tjorben Bogon ; Georgios Poursanidis ; Andreas D. Lattner ; Ingo J. Timm
Constructing Low-Cost Swarm Robots That March in Column Formation / Asuki Kouno ; Shigeru Takano ; Einoshin Suzuki
Coordinating Heterogeneous Swarms through Minimal Communication among Homogeneous Sub-swarms / Carlo Pinciroli ; Rehan O'Grady
Effect of Particle Initialization on the Performance of Particle Swarm Niching Algorithms / Isabella Schoeman
Energy Efficient Swarm Deployment for Search in Unknown Environments / Timothy Stirling ; Dario Floreano
Genetic Encoding of Robot Metamorphosis: How to Evolve a Glider with a Genetic Regulatory Network / Anne C van Rossum
How Ant Systems Can Help in Management of pH for Industrial Wastewater Discharges / Marta Verdaguer ; Jordi Giró ; NarcÃs Clara ; Manel Poch
Hybrid Metaheuristic Combining Ant Colony Optimization and H-Method / Leonid Hulianytskyi ; Sergii Sirenko
Increasing Individual Density Reduces Extra-variance in Swarm Intelligence / Ryusuke Fujisawa ; Shigeto Dobata ; Fumitoshi Matsuno
"Look out!": Socially-Mediated Obstacle Avoidance in Collective Transport / Manuele Brambilla
On Possible Connections between Ant Algorithms and Random Matrix Theory / Carlo Mastroianni
Training Randomly Connected, Recurrent Artificial Neural Networks Using PSO / Vytautas Jancauskas
Author Index
A Graph-Based Developmental Swarm Representation and Algorithm / Sebastian von Mammen ; David Phillips ; Timothy Davison ; Christian Jacob
A Modified Particle Swarm Optimization Algorithm for the Best Low Multilinear Rank Approximation of Higher-Order Tensors / Pierre B. Borckmans ; Mariya Ishteva ; Pierre-Antoine Absil
A Robotic Validation of the Attractive Field Model: An Inter-disciplinary Model of Self-regulatory Social Systems / Md. Omar Faruque Sarker ; Torbjørn S. Dahl
Assessing the Trade-Off between System Building Cost and Output Quality in Data-to-Text Generation / Anja Belz ; Eric Kow
Human Evaluation of a German Surface Realisation Ranker / Aoife Cahill ; Martin Forst
Structural Features for Predicting the Linguistic Quality of Text: Applications to Machine Translation, Automatic Summarization and Human-Authored Text / Ani Nenkova ; Jieun Chae ; Annie Louis ; Emily Pitler
Towards Empirical Evaluation of Affective Tactical NLG / Ielka van der Shis ; Chris Mellish
Shared Task Challenges for NLG
Introducing Shared Tasks to NLG: The TUNA Shared Task Evaluation Challenges / Albert Gatt
Generating Referring Expressions in Context: The GREC Task Evaluation Challenges
The First Challenge on Generating Instructions in Virtual Environments / Alexander Koller ; Kristina Striegnitz ; Donna Byron ; Justine Cassell ; Johanna Moore ; Jon Oberlander
Author Index
Text-to-Text Generation
Probabilistic Approaches for Modeling Text Structure and Their Application to Text-to-Text Generation / Regina Barzilay
Nonmonotonic Tools for Argumentation / Gerhard Brewka
Relax, Compensate and then Recover: A Theory of Anytime, Approximate Inference / Adnan Darwiche
Counter Systems for Data Logics / Stéphane Demri
Regular Papers / II：
Similarity-Based Inconsistency-Tolerant Logics / Ofer Arieli ; Anna Zamansky
Decomposition of Distributed Nonmonotonic Multi-Context Systems / Seif El-Din Bairakdar ; Minh Dao-Tran ; Thomas Eiter ; Michael Fink ; Thomas Krennwallner
Bridging Possibilistic Conditional Knowledge Bases and Partially Ordered Bases / Salem Benferhat ; Sylvain Lagrue ; Safa Yahi
A Decidable Constructive Description Logic / Loris Bozzato ; Mauro Ferrari ; Camillo Fiorentini ; Guido Fiorino
A Normal Form for Linear Temporal Equilibrium Logic / Pedro Cabalar
Rational Closure for Defeasible Description Logics / Giovanni Casini ; Umberto Straccia
Extensional Higher-Order Logic Programming / Angelos Charalambidis ; Konstantinos Handjopoulos ; Panos Rondogiannis ; William W. Wadge
Implementing Default Logic via Answer Set Programming / Yin Chen ; Hai Wan ; Yan Zhang ; Yi Zhou
Sets of Boolean Connectives That Make Argumentation Easier / Nadia Creignou ; Johannes Schmidt ; Michael Thomas ; Stefan Woltran
A Concise Representation of Association Rules Using Minimal Predictive Rules / Iyad Batal ; Milos Hauskrecht
Euclidean Distances, Soft and Spectral Clustering on Weighted Graphs / François Bavaud
Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks / Eva Besada-Portas ; Sergey M. Plis ; Jesus M. de la Cruz ; Terran Lane
Leveraging Bagging for Evolving Data Streams / Albert Bifet ; Geoff Holmes ; Bernhard Pfahringer
ITCH: Information-Theoretic Cluster Hierarchies / Christian Böha ; Frank Fiedler ; Annahita Oswald ; Claudia Plant ; Bianca Wackersreuther ; Peter Wackersreuther
Coniunge et Impera: Multiple-Graph Mining for Query-Log Analysis / Ilaria Bordino ; Debora Donato ; Ricardo Baeza- Yates
Process Mining Meets Abstract Interpretation / J. Carmona ; J. Cortadella
Smarter Sampling in Model-Based Bayesian Reinforcement Learning / Pablo Samuel Castro ; Doina Precup
Predicting Partial Orders: Ranking with Abstention / Weiwei Cheng ; Michaël Rademaker ; Bernard De Baets ; Eyke Hüllermeier
Predictive Distribution Matching SVM for Multi-domain Learning / Chun-Wei Seah ; Ivor W. Tsang ; Yew-Soon Ong ; Kee-Khoon Lee
Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition / Somayeh Danafar ; Arthur Gretton
Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss / Krzysztof Dembczynski ; Willem Waegeman
Clustering Vessel Trajectories with Alignment Kernels under Trajectory Compression / Gerben de Vries ; Maarten van Someren
Adaptive Bases for Reinforcement Learning / Dotan Di Castro ; Shie Mannor
Constructing Nonlinear Discriminants from Multiple Data Views / Tom Diethe ; David Roi Hardoon ; John Shawe-Taylor
Learning Algorithms for Link Prediction Based on Chance Constraints / Janardhan Rao Doppa ; Jun Yu ; Prasad Tadepalli ; Lise Getoor
Expectation Propagation for Bayesian Multi-task Feature Selection / Daniel Hernández-Lobato ; Thibault Helleputte ; Pierre Dupont
Graphical Multi-way Models / Ilkka Huopaniemi ; Tommi Suvitaival ; Matej Orešic ; Samuel Kaski
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval / Zakria Hussain ; Alex P. Leung ; Kitsuchart Pasupa ; David R. Hardoon ; Peter Auer ; John Shawe- Taylor
Graph Regularized Transductive Classification on Heterogeneous Information Networks / Ming Ji ; Yizhou Sun ; Marina Danilevsky ; Jing Gao
Bayesian Knowledge Corroboration with Logical Rules and User Feedback / Gjergji Kasneci ; Jurgen Van Gael ; Ralf Herbrich ; Thore Graepel
Learning an Affine Transformation for Non-linear Dimensionality Reduction / Pooyan Khajehpour Tadavani ; Ali Ghodsi
NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification / Hyungsul Kim ; Sangkyum Kim ; Tim Weninger ; Jiawei Han ; Tarek Abdelzaher
Hidden Conditional Ordinal Random Fields for Sequence Classification / Minyoung Kim ; Vladimir Pavlovic
A Unifying View of Multiple Kernel Learning / Marius Kloft ; Ulrich Rückert ; Peter L. Bartlett
Evolutionary Dynamics of Regret Minimization / Tomas Klos ; Gerrit Jan van Ahee ; Karl Tuyls
Recognition of Instrument Timbres in Real Polytimbral Audio Recordings / Elzbieta Kubera ; Alicja Wieczorkowska ; Zbigniew Ras ; Magdalena Skrzypiec
Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks / Chris J. Kuhlman ; V.S. Anil Kumar ; Madhav V. Marathe ; S.S. Ravi ; Daniel J. Rosenkrantz
Semi-supervised Abstraction-Augmented String Kernel for Multi-Level Bio-Relation Extraction / Pavel Kuksa ; Yanjun Qi ; Bing Bai ; Ronan Collobert ; Jason Weston ; Xia Ning
Online Knowledge-Based Support Vector Machines / Gautam Kunapuli ; Kristin P. Bennett ; Amina Shabbeer ; Richard Maclin ; Jude Shavlik
Learning with Randomized Majority Votes / Alexandre Lacasse ; François Laviolette ; Mario Marchand ; Francis Turgeon-Boutin
Exploration in Relational Worlds / Tobias Lang ; Marc Toussaint ; Kristian Kersting
Efficient Confident Search in Large Review Corpora / Theodoros Lappas ; Dimitrios Gunopulos
Learning to Tag from Open Vocabulary Labels / Edith Law ; Burr Settles ; Tom Mitchell
Summarising Data by Clustering Items / Michael Mampaey ; Jilles Vreeken
Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space / Mohammad M. Masud ; Qing Chen ; Jing Gao ; Latifur Khan ; Bhavani Thuraisingham
Latent Structure Pattern Mining / Andreas Maunz ; Christoph Helma ; Tobias Cramer ; Stefan Kramer
First-Order Bayes-Ball / Wannes Meert ; Nima Taghipour ; Hendrik Blocked
Learning from Demonstration Using MDP Induced Metrics / Francisco S. Melo ; Manuel Lopes
Constraints-Based Complex Behavior in Rich Environments / Jan M. Allbeck ; Hadas Kress-Gazit
Smart Events and Primed Agents / Catherine Stocker ; Libo Sun ; Pengfei Huang ; Wenhu Qin ; Norman I. Badler
Using Artificial Team Members for Team Training in Virtual Environments / Jurriaan van Diggelen ; Tijmen Muller ; Karel van den Bosch
A Comprehensive Taxonomy of Human Motives: A Principled Basis for the Motives of Intelligent Agents / Stephen J. Read ; Jennifer Talevich ; David A. Walsh ; Gurveen Chopra ; Ravi Iyer
The Impact of a Mixed Reality Display Configuration on User Behavior with a Virtual Human / Kyle Johnsen ; Diane Beck ; Benjamin Lok
A Multimodal Real-Time Platform for Studying Human-Avatar Interactions / Hui Zhang ; Damian Fricker ; Chen Yu
Realizing Multimodal Behavior: Closing the Gap between Behavior Planning and Embodied Agent Presentation / Michael Kipp ; Alexis Heloir ; Marc Schröder ; Patrick Gebhard
Gesture and Expression
Designing an Expressive Avatar of a Real Person / Sangyoon Lee ; Gordon Carlson ; Steve Jones ; Andrew Johnson ; Jason Leigh ; Luc Renambot
Interactive Motion Modeling and Parameterization by Direct Demonstration / Carlo Camporesi ; Yazhou Huang ; Marcelo Kallmann
Speed Dating with an Affective Virtual Agent - Developing a Testbed for Emotion Models / Matthijs Pontier ; Ghazanfar Siddiqui ; Johan F. Hoorn
Individualized Gesturing Outperforms Average Gesturing - Evaluating Gesture Production in Virtual Humans / Kirsten Bergmann ; Stefan Kopp ; Friederike Eyssel
Virtual Agents Based Simulation for Training Healthcare Workers in Hand Hygiene Procedures / Jeffrey Bertrand ; Sabarish V. Babu ; Philip Polgreen ; Alberto Segre
Modeling Behavioral Manifestations of Coordination and Rapport over Multiple Conversations: Speaking Rate as a Relational Indicator for a Virtual Agent / Daniel Schulman ; Timothy Bickmore
DelsArtMap: Applying Delsarte's Aesthetic System to Virtual Agents / Michael Nixon ; Philippe Pasquier ; Magy Seif El-Nasr
Backchannels and Simulation
Backchannel Strategies for Artificial Listeners / Ronald Poppe ; Khiet P. Truong ; Dennis Reidsma ; Dirk Heylen
Learning Backchannel Prediction Model from Parasocial Consensus Sampling: A Subjective Evaluation / Lixing Huang ; Louis-Philippe Morency ; Jonathan Gratch
RIDE: A Simulator for Robotic Intelligence Development / HyunRyong Jung ; Meongchul Song
A Velocity-Based Approach for Simulating Human Collision Avoidance / Ioannis Karamouzas ; Mark Overmars
Influence of Personality Traits on Backchannel Selection / Etienne de Sevin ; Sylwia Julia Hyniewska ; Catherine Pelachaud
A Virtual Interpreter fox the Italian Sign Language / Vincenzo Lombardo ; Fabrizio Nunnari ; Rossana Damiano
Personality
How Our Personality Shapes Our Interactions with Virtual Characters - Implications for Research and Development / Astrid M. von der Pütten ; Nicole C. Krämer
Evaluating the Effect of Gesture and Language on Personality Perception in Conversational Agents / Michael Neff ; Yingying Wang ; Rob Abbott ; Marilyn Walker
Developing Interpersonal Relationships with Virtual Agents through Social Instructional Dialog / Amy Ogan ; Vincent Aleven ; Julia Kim ; Christopher Jones
Ada and Grace: Toward Realistic and Engaging Virtual Museum Guides / William Swartout ; David Traum ; Ron Artstein ; Dan Noren ; Paul Debevec ; Kerry Bronnenkant ; Josh Williams ; Anton Leuski ; Shrikanth Narayanan ; Diane Piepol ; Chad Lane ; Jacquelyn Morie ; Priti Aggarwal ; Matt Liewer ; Jen-Yuan Chiang ; Jillian Gerten ; Selina Chu ; Kyle White
Interaction Strategies for an Affective Conversational Agent / Cameron Smith ; Nigel Crook ; Johan Boye ; Daniel Charlton ; Simon Dobnik ; David Pizzi ; Marc Cavazza ; Stephen Pulman ; Raul Santos de la Camara ; Markku Turunen
Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations / Joni Pajarinen ; Jaakko Peltonen ; Ari Hottinen ; Mikko A. Uusitalo
Large Margin Learning of Bayesian Classifiers Based on Gaussian Mixture Models / Franz Pernkopf ; Michael Wohlmayr
Learning with Ensembles of Randomized Trees: New Insights / Vincent Pisetta ; Pierre-Emmanuel Jouve ; Djamel A. Zighed
Entropy and Margin Maximization for Structured Output Learning / Patrick Pletscher ; Cheng Soon Ong ; Joachim M. Buhmann
Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms / B. Aditya Prakash ; Hanghang Tong ; Nicholas Valler ; Michalis Faloutsos ; Christos Faloutsos
KDTA: Automated Knowledge-Driven Text Annotation / Katerina Papantonjou ; George Tsatsaronis ; Georgios Paliouras
Detecting Events in a Million New York Times Articles / Tristan Snowsill ; Ilias Flaounas
Experience STORIES: A Visual News Search and Summarization System / Ilija Subašic ; Bettina Berendt
Exploring Real Mobility Data with M-Atlas / R. Trasarti ; S. Rinzivillo ; F. Pinelli ; M. Nanni ; A. Monreale ; C. Renso ; D. Pedreschi ; F. Giannotti
Author Index
Regular Papers
Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations / Joni Pajarinen ; Jaakko Peltonen ; Ari Hottinen ; Mikko A. Uusitalo
From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data / Myriam Bounhas ; Khaled Mellouli ; Mathieu Serrurier
Plausibility of Information Reported by Successive Sources / Laurence Cholvy
Combining Semantic Web Search with the Power of Inductive Reasoning / Claudia d'Amato ; Nicola Fanizzi ; Bettina Fazzinga ; Georg Gottlob ; Thomas Lukasiewicz
Evaluating Trust from Past Assessments with Imprecise Probabilities: Comparing Two Approaches / Sebastien Destercke
Range-Consistent Answers of Aggregate Queries under Aggregate Constraints / Sergio Flesca ; Filippo Furfaro ; Francesco Parisi
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing / Dominic Heger ; Felix Putze ; Christoph Amma ; Michael Wand ; Igor Plotkin ; Thomas Wielatt ; Tanja Schultz
Local Adaptive Extraction of References / Peter Kluegl ; Andreas Hotho ; Frank Puppe
Logic-Based Trajectory Evaluation in Videos / Nicola Pirlo
Human-Machine Interaction
A Testbed for Adaptive Human-Robot Collaboration / Alexandra Kirsch ; Yuxiang Chen
Human Head Pose Estimation using Multi-Appearance Features / Norbert Schmitz ; Gregor Zolynski ; Karsten Berns
Online Full Body Human Motion Tracking Based on Dense Volumetric 3D Reconstructions from Multi Camera Setups / Tobias Feldmann ; Ioannis Mihailidis ; Sebastian Schulz ; Dietrich Paulus ; Annika Wörner
On-line Handwriting Recognition with Parallelized Machine Learning Algorithms / Sebastian Bothe ; Thomas Gärtner ; Stefan Wrobel
Planning Cooperative Motions of Cognitive Automobiles Using Tree Search Algorithms / Christian Frese ; Jürgen Beyerer
Static Preference Models for Options with Dynamic Extent / Thomas Bauereiß ; Stefan Mandl ; Bernd Ludwig
Towards User Assistance for Documents via Interactional Semantic Technology / Andrea Kohlhase
Knowledge
Flexible Concept-Based Argumentation in Dynamic Scenes / Jörn Sprado ; Björn Gottfried ; Otthein Herzog
Focused Belief Revision as a Model of Fallible Relevance-Sensitive Perception / Haythem O. Ismail ; Nasr Kasrin
Multi-context Systems with Activation Rules
Pellet-HeaRT- Proposal of an Architecture for Ontology Systems with Rules / Grzegorz J. Nalepa ; Weronika T. Furmanska
Putting People's Common Sense into Knowledge Bases of Household Robots / Lars Kunze ; Moritz Tenorth ; Michael Beetz
Recognition and Visualization of Music Sequences Using Self-Organizing Feature Maps / Tobias Hein ; Oliver Kramer
Searching for Locomotion Patterns that Suffer from Imprecise Details
World Modeling for Autonomous Systems / Ioana Gheta ; Michael Heizmann ; Andrey Belkin
Machine Learning and Data Mining
A Probabilistic MajorClust Variant for the Clustering of Near-Homogeneous Graphs / Oliver Niggemann ; Volker Lohweg ; Tim Tack
Acceleration of DBSCAN-Based Clustering with Reduced Neighborhood Evaluations / Andreas Thom
Adaptive ?-greedy Exploration in Reinforcement Learning Based on Value Differences / Michel Tokic
Learning the Importance of Latent Topics to Discover Highly Influential News Items / Ralf Krestel ; Bhaskar Mehta
Methods for Automated High-Throughput Toxicity Testing Using Zebrafish Embryos / Rüdiger Alshut ; Jessica Legradi ; Urban Liebel ; Lixin Yang ; Jos van Wezel ; Uwe Strähle ; Ralf Mikut ; Markus Reischl
Visualizing Dissimilarity Data Using Generative Topographic Mapping / Andrej Gisbrecht ; Bassam Mokbel ; Alexander Hasenfuss ; Barbara Hammer
Completeness for Generalized First-Order LTL / Norihiro Kamide
Instantiating General Games Using Prolog or Dependency Graphs / Peter Kissmann ; Stefan Edelkamp
Plan Assessment for Autonomous Manufacturing as Bayesian Inference / Paul Maier ; Dominik Jain ; Stefan Waldherr ; Martin Sachenbacher
Positions, Regions, and Clusters: Strata of Granularity in Location Modelling / Hedda R. Schmidtke ; Michael Beigl
Soft Evidential Update via Markov Chain Monte Carlo Inference
Strongly Solving Fox-and-Geese on Multi-Core CPU / Hartmut Messerschmidt
The Importance of Statistical Evidence for Focussed Bayesian Fusion / Jennifer Sander ; Jonas Krieger
The Shortest Path Problem Revisited: Optimal Routing for Electric Vehicles / Andreas Artmeier ; Julian Haselmayr ; Martin Leucker
Robotics
A Systematic Testing Approach for Autonomous Mobile Robots Using Domain-Specific Languages / Martin Proetzsch ; Fabian Zimmermann ; Robert Eschbach ; Johannes Kloos
Collision Free Path Planning for Intrinsic Safety of Multi-fingered SDH-2 / Thomas Haase ; Heinz Wörn
Dynamic Bayesian Networks for Learning Interactions between Assistive Robotic Walker and Human Users / Mitesh Patel ; Jaime Valls Miro ; Gamini Dissanayake
From Neurons to Robots: Towards Efficient Biologically Inspired Filtering and SLAM / Niko Sünderhauf ; Peter Protzel
Haptic Object Exploration Using Attention Cubes / Nicolas Gorges ; Peter Fritz
Task Planning for an Autonomous Service Robot / Thomas Keller ; Patrick Eyerich ; Bernhard Nebel
Towards Automatic Manipulation Action Planning for Service Robots / Steffen W. Ruehl ; Zhixing Xue ; Thilo Kerscher ; Rüdiger Dillmann
Towards Opportunistic Action Selection in Human-Robot Cooperation / Thibault Kruse
Trajectory Generation and Control for a High-DOF Articulated Robot with Dynamic Constraints / Marc Spirig ; Ralf Kaestner ; Dizan Vasquez ; Roland Siegwart
Adaptive Motion Control: Dynamic Kick for a Humanoid Robot / Yuan Xu ; Heinrich Mellmann
Special Session: Situation, Intention and Action Recognition
An Extensible Modular Recognition Concept That Makes Activity Recognition Practical / Martin Berchtold ; Matthias Budde
Online Workload Recognition from EEG Data During Cognitive Tests and Human-Machine Interaction
Situation-Specific Intention Recognition for Human-Robot Cooperation / Peter Krauthausen ; Uwe D. Hanebeck
Towards High-Level Human Activity Recognition through Computer Vision and Temporal Logic / Joris Ijsselmuiden ; Rainer Stiefelhagen
Towards Semantic Segmentation of Human Motion Sequences / Dirk Gehrig ; Andreas Fischer
Author Index
Cognition
Vision, Logic, and Language - Toward Analyzable Encompassing Systems / Hans-Hellmut Nagel
A Computational Model of Human Movement Coordination / Thorsten Stein ; Christian Simonidis ; Wolfgang Seemann ; Hermann Schwameder
Tournament Solutions and Their Applications to Multiagent Decision Making / Felix Brandt
Research Challenges in Simulation Aided Design of Complex Multi-agent Systems / Michal Pechoucek ; Michal Jakob
Models and Specifications
A Model Driven Development of Platform-Neutral Agents / Inmaculada Ayala ; Mercedes Amor ; Lidia Fuentes
A Novel Formal Specification Approach for Real Time Multi-Agent System Functional Requirements / Mohamed Amin Laouadi ; Farid Mokhati ; Hassina Seridi-Bouchelaghem
Do You Get It? User-Evaluated Explainable BDI Agents / Joost Broekens ; Maaike Harbers ; Koen Hindriks ; Karel van den Bosch ; Catholijn Jonker ; John-Jules Meyer
Trust, Norms and Reputation
Reputation in Multi Agent Systems and the Incentives to Provide Feedback / Miriam Heitz ; Stefan König ; Torsten Eymann
Normative Deliberation in Graded BDI Agents / Natalia Criado ; Estefania Argente ; Vicent Botti
Inducing Desirable Behaviour through an Incentives Infrastructure / Roberto Centeno ; Holger Billhardt ; Sascha Ossowski
Models, Tools and Architectures
SONAR/OREDI: A Tool for Creation and Deployment of Organisation Models / Endri Deliu ; Michael Köhler-Bu?meier
Enhancing the Interoperability between Multiagent Systems and Service-Oriented Architectures through a Model-Driven Approach / Christian Hahn ; Sven Jacobi ; David Raber
Unifying Agent and Component Concepts: Jadex Active Components / Alexander Pokahr ; Lars Braubach ; Kai Jander
Applications I
Impact of Competition on Quality of Service in Demand Responsive Transit / Ferdi Grootenboers ; Mathijs de Weerdt ; Mahdi Zargayouna
Towards Distributed Agent Environments for Pervasive Healthcare / Stefano Bromuri ; Michael Ignaz Schumacher ; Kostas Stathis
Context-Aware Route Planning / Adriaan W. ter Mors ; Cees Witteveen ; Jonne Zutt ; Fernando A. Kuipers
Coordination and Learning
Social Conformity and Its Convergence for Reinforcement Learning / Juan A. GarcÃa-Pardo ; Jose Soler ; Carlos Carrascosa
COLYPAN: A Peer-to-Peer Architecture for a Project Management Collaborative Learning System / Hanaa Mazyad ; Insaf Tnazefti-Kerkeni
Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
Developing a Consciousness-Based Mind for an Artificial Creature / Ricardo-Capitanio Martins da Silva ; Ricardo Ribeiro Gudwin
Simulating the Emergence of Social Relationship Networks in Groups of Believable Agents: The X-BARIM Model / Pablo Barbosa ; Danielle Silva ; Geber Ramalho ; Patricia Tedesco
Logics for AI / Luis Henrique Oliveira Rios ; Luiz ChaimowiczChapter 7：
A Sequent Calculus for 3-Dimensional Space / Norihiro Kamide
Intuitionistic Fuzzy Probability / Claudilene Gomes Da Costa ; Benjamin Callejas Bedregal ; Adrião Duarte Doria Neto
A Proof System for Temporal Reasoning with Sequential Information
A Refuted Conjecture on Probabilistic Satisfiability / Marcelo Finger ; Glauber De Bona
A Logic for Conceptual Hierarchies
Author Index
Ontologies, Knowledge Representation and Reasoning / Chapter 1：
Ontological Primitives for Visual Knowledge / Alexandre Lorenzatti ; Mara Abel ; Sandro Rama Fiorini ; Ariane Kravczyk Bernardes ; Claiton Marion dos Santos Scherer
A Semi-automatic Method for Domain Ontology Extraction from Portuguese Language Wikipedia's Categories / Clarissa Castellã Xavier ; Vera Lucia Strube de Lima
Sentiment Knowledge Discovery in Twitter Streaming Data / Albert Bifet ; Eibe Frank
A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation / Artur Aiguzhinov ; Carlos Soares ; Ana Paula Serra
Topology Preserving SOM with Transductive Confidence Machine / Bin Tong ; ZhiGuang Qin ; Einoshin Suzuki
An Artificial Experimenter for Enzymatic Response Characterisation / Chris Lovell ; Gareth Jones ; Steve R. Gunn ; Klaus-Peter Zauner
Subgroup Discovery for Election Analysis: A Case Study in Descriptive Data Mining / Henrik Grosskreutz ; Mario Boley ; Maike Krause-Traudes
On Enumerating Frequent Closed Patterns with Key in Multi-relational Data / Hirohisa Seki ; Yuya Honda ; Shinya Nagano
Why Text Segment Classification Based on Part of Speech Feature Selection / Iulia Nagy ; Katsuyuki Tanaka ; Yasuo Ariki
Speeding Up and Boosting Diverse Density Learning / James R. Foulds
Incremental Learning of Cellular Automata for Parallel Recognition of Formal Languages / Katsuhiko Nakamura ; Keita Imada
Sparse Substring Pattern Set Discovery Using Linear Programming Boosting / Kazuaki Kashihara ; Kohei Hatano ; Hideo Bannai ; Masayuki Takeda
Discovery of Super-Mediators of Information Diffusion in Social Networks / Kazumi Saito ; Masahiro Kimura ; Kouzou Ohara ; Hiroshi Motoda
Integer Linear Programming Models for Constrained Clustering / Marianne Mueller ; Stefan Kramer
Efficient Visualization of Document Streams / Miha Grcar ; Vid Podpecan ; Matjaz Juršic ; Nada Lavrac
Bridging Conjunctive and Disjunctive Search Spaces for Mining a New Concise and Exact Representation of Correlated Patterns / Nassima Ben Younes ; Tarek Hamrouni ; Sadok Ben Yahia
Graph Classification Based on Optimizing Graph Spectra / Nguyen Duy Vinh ; Akihiro Inokuchi ; Takashi Washio
Algorithm for Detecting Significant Locations from Raw GPS Data / Nobuharu Kami ; Nobuyuki Enomoto ; Teruyuki Baba ; Takashi Yoshikawa
Discovery of Conservation Laws via Matrix Search / Oliver Schulte ; Mark S. Drew
Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle / Panu Luosto ; Jyrki Kivinen ; Heikki Mannila
Exploiting Code Redundancies in ECOC / Sang-Hyeun Park ; Lorenz Weizsäcker ; Johannes Fürnkranz
Concept Convergence in Empirical Domains / Santiago Ontañón ; Enric Plaza
Equation Discovery for Model Identification in Respiratory Mechanics of the Mechanically Ventilated Human Lung / Steven Ganzert ; Josef Guttmann ; Daniel Steinmann
Mining Class-Correlated Patterns for Sequence Labeling / Thomas Hopf
ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis / Tomasz F. Stepinski ; Josue Salazar ; Wei Ding ; Denis White
Adapted Transfer of Distance Measures for Quantitative Structure-Activity Relationships / Ulrich Rückert ; Tobias Girschick ; Fabian Buchwald
Incremental Mining of Closed Frequent Subtrees / Viet Anh Nguyen ; Akihiro Yamamoto
Optimal Online Prediction in Adversarial Environments / Peter L. Bartlett
Discovery of Abstract Concepts by a Robot / Ivan Bratko
Contrast Pattern Mining and Its Application for Building Robust Classifiers / Kotagiri Ramamohanarao
Towards General Algorithms for Grammatical Inference / Alexander Clark
The Blessing and the Curse of the Multiplicative Updates / Manfred K. Warmuth
Author Index
Sentiment Knowledge Discovery in Twitter Streaming Data / Albert Bifet ; Eibe Frank
A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation / Artur Aiguzhinov ; Carlos Soares ; Ana Paula Serra
Topology Preserving SOM with Transductive Confidence Machine / Bin Tong ; ZhiGuang Qin ; Einoshin Suzuki
Impact of a Newly Developed Modern Standard Arabic Speech Corpus on Implementing and Evaluating Automatic Continuous Speech Recognition Systems / Mohammad A.M. Abushariah ; Raja N. Ainon ; Roziati Zainuddin ; Bassam A. Al-Qatab ; Assal A.M. Alqudah
User and Noise Adaptive Dialogue Management Using Hybrid System Actions / Senthilkumar Chandramohan ; Olivier Pietquin
Detection of Unknown Speakers in an Unsupervised Speech Controlled System / Tobias Herbig ; Franz Gerl ; Wolfgang Minker
Evaluation of Two Approaches for Speaker Specific Speech Recognition
Issues in Predicting User Satisfaction Transitions in Dialogues: Individual Differences, Evaluation Criteria, and Prediction Models / Ryuichiro Higashinaka ; Yasuhiro Minami ; Kohji Dohsaka ; Toyomi Meguro
Expansion of WFST-Based Dialog Management for Handling Multiple ASR Hypotheses / Naoto Kimura ; Chiori Hori ; Teruhisa Misu ; Kiyonori Ohtake ; Hisashi Kawai ; Satoshi Nakamura
Evaluation of Facial Direction Estimation from Cameras for Multi-modal Spoken Dialog System / Akihiro Kobayashi ; Kentaro Kayama ; Etsuo Mizukami ; Hideki Kashioka
D3 Toolkit: A Development Toolkit for Daydreaming Spoken Dialog Systems / Donghyeon Lee ; Kyungduk Kim ; Cheongjae Lee ; Junhwi Choi ; Gary Geunbae Lee
Facing Reality: Simulating Deployment of Anger Recognition in IVR Systems / Alexander Schmitt ; Tim Polzehl
A Discourse and Dialogue Infrastructure for Industrial Dissemination / Daniel Sonntag ; Norbert Reithinger ; Gerd Herzog ; Tilman Becker
Short Papers
Impact of Semantic Web on the Development of Spoken Dialogue Systems / Masahiro Araki ; Yu Funakura
A User Model to Predict User Satisfaction with Spoken Dialog Systems / Klaus-Peter Engelbrecht ; Sebastian Möller
Sequence-Based Pronunciation Modeling Using a Noisy-Channel Approach / Hansjörg Hofmann ; Sakriani Sakti ; Ryosuke Isotani
Rational Communication and Affordable Natural Language Interaction for Ambient Environments / Kristiina Jokinen
Construction and Experiment of a Spoken Consulting Dialogue System
A Study Toward an Evaluation Method for Spoken Dialogue Systems Considering User Criteria
A Classifier-Based Approach to Supporting the Augmentation of the Question-Answer Database for Spoken Dialogue Systems / Hiromi Narimatsu ; Mikio Nakano ; Kotaro Funakoshi
The Influence of the Usage Mode on Subjectively Perceived Quality / Ina Wechsung ; Anja Naumann
Demo Papers
Sightseeing Guidance Systems Based on WFST-Based Dialogue Manager / Tetsuya Fujii
Spoken Dialogue System Based on Information Extraction from Web Text / Koichiro Yoshino ; Tatsuya Kawahara
Author Index
Long Papers
Impact of a Newly Developed Modern Standard Arabic Speech Corpus on Implementing and Evaluating Automatic Continuous Speech Recognition Systems / Mohammad A.M. Abushariah ; Raja N. Ainon ; Roziati Zainuddin ; Bassam A. Al-Qatab ; Assal A.M. Alqudah
User and Noise Adaptive Dialogue Management Using Hybrid System Actions / Senthilkumar Chandramohan ; Olivier Pietquin
Extended Computation Tree Logic / Roland Axelsson ; Matthew Hague ; Stephan Kreutzer ; Martin Lange ; Markus Latte
Using Causal Relationships to Deal with the Ramification Problem in Action Formalisms Based on Description Logics / Franz Baader ; Marcel Lippmann ; Hongkai Liu
SAT Encoding of Unification in ?L / Barbara Morawska
Generating Combinatorial Test Cases by Efficient SAT Encodings Suitable for CDCL SAT Solvers / Mutsunori Banbara ; Haruki Matsunaka ; Naoyuki Tamura ; Katsumi Inoue
Generating Counterexamples for Structural Inductions by Exploiting Nonstandard Models / Jasmin Christian Blanchette ; Koen Claessen
Characterising Space Complexity Classes via Knuth-Bendix Orders / Guillaume Bonfante ; Georg Moser
Practical Considerations on Identity for Instance Management in Ontological Investigation / Kouji Kozaki ; Satoshi Endo ; Riichiro Mizoguchi
Knowledge Acquisition
Involving Business Users in Formal Modeling Using Natural Language Pattern Sentences / Jeroen van Grondelle ; Ronald Heller ; Emiel van Haandel ; Tim Verburg
Knowledge Acquisition from Sources of Law in Public Administration / Alexander Boer ; Tom van Engers
Enriching the Gene Ontology via the Dissection of Labels Using the Ontology Pre-processor Language / Jesualdo Tomas Fernandez-Breis ; Luigi Iannone ; Ignazio Palmisano ; Alan L. Rector ; Robert Stevens
RDFauthor: Employing RDFa for Collaborative Knowledge Engineering / Sebastian Tramp ; Norman Heino ; Sören Auer ; Philipp Frischmuth
Knowledge Engineering: Patterns
Pattern-Based Ontology Transformation Service Exploiting OPPL and OWL-API / Ondrej Šváb-Zamazal ; Vojtech Svátek
Experimenting with eXtreme Design / Eva Blomqvist ; Valentina Presutti ; Enrico Daga ; Aldo Gangemi
Social Aspects and Tagging
Weaving a Social Data Web with Semantic Pingback / Timofey Ermilov
Social People-Tagging vs. Social Bookmark-Tagging / Peyman Nasirifard ; Sheila Kinsella ; Krystian Samp ; Stefan Decker
FOLCOMor the Costs of Tagging / Elena Simperl ; Tobias Bürger ; Christian Hofer
Semantic Web, Web of Data and Linked Data
Epiphany: Adaptable RDFa Generation Linking the Web of Documents to the Web of Data / Benjamin Adrian ; Jörn Hees ; Ivan Herman ; Michael Sintek ; Andreas Dengel
Scaling Up Question-Answering to Linked Data / Vanessa Lopez ; Andriy Nikolov ; Marta Sabou ; Victoria Uren ; Enrico Motta ; Mathieu d'Aquin
Ontology Evolution / Refinement
Using Semantic Web Resources for Data Quality Management / Christian Fürber ; Martin Hepp
Using Ontological Contexts to Assess the Relevance of Statements in Ontology Evolution / Fouad Zablith
What Is Concept Drift and How to Measure It? / Shenghui Wang ; Stefan Schlobach ; Michel Klein
Knowledge Access
Mobile Cultural Heritage Guide: Location-Aware Semantic Search / Chris van Aart ; Bob Wielinga ; Willem Robert van Hage
Semantic Scout: Making Sense of Organizational Knowledge / Claudio Baldassarre ; Alfio Gliozzo ; Alberto Salvati ; Gianluca Troiani
Annotation, Retrieval and Natural Language Processing
Authoring Technical Documents for Effective Retrieval / Jonathan Butters ; Fabio Ciravegna
A Methodology towards Effective and Efficient Manual Document Annotation: Addressing Annotator Discrepancy and Annotation Quality / Ziqi Zhang ; Sam Chapman
Towards Better Ontological Support for Recognizing Textual Entailment / Andreas Wotzlaw
Short Papers
Making Sense of Design Patterns / Rinke Hoekstra ; Joost Breuker
Acquiring and Modelling Legal Knowledge Using Patterns: An Application for the Dutch Immigration and Naturalisation Service / Patries Kordelaar ; Freek van Teeseling ; Edwin Hoogland
A Model-Driven Approach for Using Templates in OWL Ontologies / Fernando Silva Parreiras ; Gerd Gröner ; Tobias Walter ; Steffen Staab
Specialization and Validation of Statecharts in OWL
Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
GPS Height Fitting Using Gene Expression Programming / Xuezhi Yue ; Zhijian Wu ; Dazhi Jiang ; Kangshun Li
Parameter Evolution for a Particle Swarm Optimization Algorithm / Aimin Zhou ; Guixu Zhang ; Andreas Konstantinidis
The Ant Colony Optimization Algorithm for Multiobjective Optimization Non-compensation Model Problem Staff Selection / Ryszard Tadeusiewicz ; Arkadiusz Lewicki
Differential Evolution / Section II：
A New Self-adaption Differential Evolution Algorithm Based Component Model / Shen Li ; Yuanxiang Li
A Novel Interpolation Method Based on Differential Evolution-Simplex Algorithm Optimized Parameters for Support Vector Regression / Dongmei Zhang ; Wei Liu ; Xue Xu ; Qiao Deng
A Variant of Differential Evolution Based on Permutation Regulation Mechanism / Hui Wang
Differential Evolution Based Band Selection in Hyperspectral Data Classification / Xiaobo Liu ; Chao Yu ; Zhihua Cai
Diversity Analysis of Opposition-Based Differential Evolution-An Experimental Study / Shahryar Rahnamayan ; Jing Wang
Hybrid Differential Evolution Algorithm with Chaos and Generalized Opposition-Based Learning
Self-adapting Differential Evolution Algorithm with Chaos Random for Global Numerical Optimization / Ming Yang ; Jing Guan ; Lu Wang
Section III: Distributed Computing
A Concurrent-Hybrid Evolutionary Algorithms with Multi-child Differential Evolution and Guotao Algorithm Based on Cultural Algorithm Framework / Xia Li ; Kunqi Liu ; Lixiao Ma ; Huanzhe Li
A Hierarchical Distributed Evolutionary Algorithm to TSP / Chengjun Li ; Guangfu Sun ; Songhu Liu
A New Distributed Node Localization Scheme Using a Mobile Beacon / Sheng Xiao ; Changfeng Xing ; Zhangsong Shi
A Novel Multi-Population Genetic Algorithm for Multiple-Choice Multidimensional Knapsack Problems / Qian Zhou ; Wenjian Luo
Comparative Analysis for k-Means Algorithms in Network Community Detection / Jian Liu
Framework for Distributed Evolutionary Algorithms in Computational Grids / Steffen Limmer ; Dietmar Fey
Genetic Algorithms / Section IV：
A Review of Tournament Selection in Genetic Programming / Yongsheng Fang ; Jun Li
Genetic Algorithm for Mixed Chinese Postman Problem / Hua Jiang ; Lishan Kang ; Shuqi Zhang ; Fei Zhu
Hybrid Evolutionary Algorithms Design Based on Their Advantages / Guangming Lin ; Sundong Liu ; Fei Tang ; Huijie Wang
Hybridiz Optimization Genetic Algorithm for QOS-Based Multicast Routing Problem / Yunliang Chen ; Jianzhong Huang ; Changsheng Xie
The RM-MEDA Based on Elitist Strategy / Li Mo ; Guangming Dai ; Jiankai Zhu
Multi-agent Systems / Section V：
A Proactive Perception Model in Agent-Based Software Integration and Evolution / Qingshan Li ; Chengguang Zhao ; Haishun Yun ; Lili Guo
Algorithmic Trading Strategy Optimization Based on Mutual Information Entropy Based Clustering / Feng Wang ; Keren Dong ; Xiaotie Deng
An Improved Similarity Algorithm Based on Hesitation Degree for User-Based Collaborative Filtering / Xiangwei Mu ; Yan Chen ; Jian Yang ; Jingjing Jiang
Intrusion Detection System Based on Support Vector Machine Active Learning and Data Fusion / Man Zhao ; Jing Zhai ; Zhouqian He
Long-Distant Pipeline Emergency Command Decision-Making System Based on Agent / Huagang He ; Man Yang ; Ling Qian
Sales Forecasting Based on ERP System through BP Neural Networks / Min Zhang ; Haifeng Zhang ; Yujuan Huang
Multi-objective and Dynamic Optimization / Section VI：
Capacity Allocation Policy of Third Party Warehousing with Dynamic Optimization / Chang Lin
Dynamical Multi-objective Optimization Using Evolutionary Algorithm for Engineering / Lingling Wang
Faster Convergence and Higher Hypervolume for Multi-objective Evolutionary Algorithms by Orthogonal and Uniform Design / Siwei Jiang
Multi-objective Fuzzy Clustering Method for Image Segmentation Based on Variable-Length Intelligent Optimization Algorithm / Yuanning Fang ; Ziyang Zhen ; Zhiqiu Huang ; Chao Zhang
Perspectives in Dynamic Optimization Evolutionary Algorithm / Zhiqiang Bu ; Bojin Zheng
Robot Intelligence / Section VII：
A Real Time Vision-Based Hand Gestures Recognition System / Lei Shi ; Yangsheng Wang ; Jituo Li
A Virtual Robot Arm Model with Force Feedback and Contact States Identification / Chengjun Chen ; Niu Li
Improving Reading Comprehension Using Knowledge Model / Yue Chen
Modular Robot Path Planning Using Genetic Algorithm Based on Gene Pool / Huaming Zhong ; Zhenhua Li ; Hao Zhang ; and Ni Li
Pathfinder Based on Simulated Annealing for Solving Placement and Routing Problem / Zhangyi Yu ; Sanyou Zeng ; Yan Guo ; Nannan Hu ; Liguo Song
Statistical Learning / Section VIII：
Application of Data Mining in Multi-Geological-Factor Analysis / Jing Chen ; Bian Bian
Applying an Artificial Neural Network to Building Reconstruction / Dong-Min Woo ; Dong-Chul Park ; Hai-Nguyen Ho
Fast Dimension Reduction Based on NMF / Pavel Krömer ; Jan Platoaš ; Václav Snášel
Frequent Words' Grammar Information in Chinese Chunking / Quan Qi ; Li Liu
Multilabel Classification Using Error Correction Codes / Abbas Z. Kouzani
Test-Cost Sensitive Classification Using Greedy Algorithm on Training Data / Chang Wan
System Design / Section IX：
3-D Magnetotelluric Adaptive Finite-Element Modeling / hangsheng Liu ; Yan Yu ; Zhengyong Ren ; Qi Wu
A Study on Modeling Evolutionary Antenna Based on ST-5 Antenna and NEC2 / Yuanyuan Fan ; Qingzhong Liang
A Synthesis of Four-Branch Microwave Antenna by Evolution Algorithm and Orthogonal Experiment / Jincui Guo ; Jinxin Zou ; Yincheng Wang ; Xiaojuan Zhao ; Liangjiang Yu
Band Structures of Multilayer Films with Randomness / Ping Li ; Zhuo Li ; Yong Liu
Fast Principal Component Analysis Based on Hardware Architecture of Generalized Hebbian Algorithm / Shiow-Jyu Lin ; Yi-Tsan Hung ; Wen-Jyi Hwang
The Data-Based Mathematical Modeling and Parameter Identification in JAK-STAT Signaling Pathway by Using a Hybrid Evolutionary Algorithm / Wei Zhang ; Xiufen Zou
The Research on the Intelligent Interpreter for ISO 14649 Programs / Yu Zhang ; Yongxian Liu ; Xiaolan Bai
Author Index
Ant Colony and Particle Swarm Optimization / Section I：
A Discrete PSO-Based Fault-Tolerant Topology Control Scheme in Wireless Sensor Networks / Bingyu You ; Guolong Chen ; Wenzhong Guo
Feature Selection Using Ant Colony Optimization for Text-Independent Speaker Verification System / Javad Sohafi-Bonab ; Mehdi Hosseinzadeh Aghdam
ＥＢ
