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
Man-Machine Interface for Intuitive Knowledge Access
Do Knowledge Assets Really Exist in the World and Can We Access Such Knowledge? Knowledge Evolves Through a Cycle of Knowledge Liquidization and Crystallization / Koichi Hori
Benefits of Subjunctive Interface Support for Exploratory Access to Online Resources / Aran Lunzer
Eye Movement Navigation Interface Supporting Reading / Satoru Morita
Intuitive Interfaces for Motion Generation and Search / Yoshihiro Okada ; Hiroaki Etou ; Koichi Niijima
IntelligentPad / Meme Media
Human-Agent Co-operation in Accessing and Communicating Knowledge Media - A Case in Medical Therapy Planning / Volker Dötsch ; Kimihito Ito ; Klaus P. Jantke
Accessing Related Web Resources Through Annotated Documents / Jun Fujima ; Yuzuru Tanaka
The Biotope Issue in Meme Media Implementations
Meme Media Architecture for Intuitively Accessing and Organizing Intellectual Resources
Visualization and Design of Information Access Spaces
Enhancing Visual Perception Using Dynamic Updating of Display / Toshio Kawashima ; Takanori Terashima ; Takeshi Nagasaki ; Masashi Toda
3D Space Framework for the Multi-facet Accessing of Database Records / Makoto Ohigashi
Integrated Visualization Framework for Relational Databases and Web Resources / Tsuyoshi Sugibuchi
Semantic and Narrative Organization and Access of Knowledge Discovering Implicit Relationships in a Web of Contexts / Mina Akaishi ; Nicolas Spyratos
On Information Organization in Annotation Systems / Panos Constantopoulos ; Martin Doerr ; Maria Theodoridou ; Manos Tzobanakis
Modelling Learning Subjects as Relationships
Formalizing Retrieval Goal Change by Prioritized Abduction / Ken Satoh
Similarity of Documents Based on the Vector Sequence Model / Akihiro Yamamoto ; Akira Ogiso
Towards Constructing Story Databases Using Maximal Analogies Between Stories / Masaharu Yoshioka ; Makoto Haraguchi ; Akihito Mizoe
Author Index
Man-Machine Interface for Intuitive Knowledge Access
Do Knowledge Assets Really Exist in the World and Can We Access Such Knowledge? Knowledge Evolves Through a Cycle of Knowledge Liquidization and Crystallization / Koichi Hori
Benefits of Subjunctive Interface Support for Exploratory Access to Online Resources / Aran Lunzer
Computational Logic and Continuous Mathematics, Pure and Applied / Rob Arthan
Math-Literate Computers / Dorothea Blostein
Abstraction-Based Information Technology: A Framework for Open Mechanized Reasoning / Jacques Calmet
Software Engineering for Mathematics / Georges Gonthier
Calculemus Talks / 2：
Some Traditional Mathematical Knowledge Management / Patrick D.F. Ion
Math Handwriting Recognition in Windows 7 and Its Benefits / Marko Panic
Assembling the Digital Mathematics Library / David Ruddy
CAMAL 40 Years on - Is Small Still Beautiful? / John Fitch
Conservative Retractions of Propositional Logic Theories by Means of Boolean Derivatives: Theoretical Foundations / Gonzalo A. Aranda-Corral ; Joaquín Borrego-Díaz ; M. Magdalena Fernández-Lebrón
Combining Coq and Gappa for Certifying Floating-Point Programs / Sylvie Boldo ; Jean-Christophe Filliâtre ; Guillaume Melquiond
A Comparison of Equality in Computer Algebra and Correctness in Mathematical Pedagogy / Russell Bradford ; James H. Davenport ; Christopher J. Sangwin
Exploring a Quantum Theory with Graph Rewriting and Computer Algebra / Aleks Kissinger
ACL2 Verification of Simplicial Degeneracy Programs in the Kenzo System / Francisco-Jesus ; Martín-Mateos ; Julio Rubio ; Jose-Luis Ruiz-Reina
Combined Decision Techniques for the Existential Theory of the Reals / Grant Olney Passmore ; Paul B. Jackson
Reasoning with Generic Cases in the Arithmetic of Abstract Matrices / Alan P. Sexton ; Volker Sorge ; Stephen M. Watt
Invariant Properties of Third-Order Non-hyperbolic Linear Partial Differential Operators / Ekaterina Shemyakova
A Groupoid of Isomorphic Data Transformations / Paul Tarau
Algorithms for the Functional Decomposition of Laurent Polynomials
MKM Talks / 3：
A Linear Grammar Approach to Mathematical Formula Recognition from PDF / Josef B. Baker
Formal Proof: Reconciling Correctness and Understanding / Cristian S. Calude ; Christine Müller
A Review of Mathematical Knowledge Management / Jacques Carette ; William M. Farmer
OpenMath Content Dictionaries for SI Quantities and Units / Joseph B. Collins
Unifying Math Ontologies: A Tale of Two Standards / Michael Kohlhase
Integrating Web Services into Active Mathematical Documents / Jana Giceva ; Christoph Lange ; Florian Rabe
Representation for Interactive Exercises / George Goguadze
The Characteristics of Writing Environments for Mathematics: Behavioral Consequences and Implications for Software Design and Usability / Davood G. Gozli ; Marco Pollanen ; Michael Reynolds
Canonical Forms in Interactive Exercise Assistants / Bastiaan Heeren ; Johan Jeuring
Spreadsheet Interaction with Frames: Exploring a Mathematical Practice / Andrea Kohlhase
Compensating the Computational Bias of Spreadsheets with MKM Techniques
MathLang Translation to Isabelle Syntax / Robert Lamar ; Fairouz Kamareddine ; J.B. Wells
A Mathematical Approach to Ontology Authoring and Documentation
A Logically Saturated Extension of λ&bar;μμ&bar; / Lionel Elie Mamane ; Herman Geuvers ; James McKinna
From Tessellations to Table Interpretation / Ramana C. Jandhyala ; Mukkai Krishnamoorthy ; George Nagy ; Raghav Padmanabhan ; Sharad Seth ; William Silversmith
Finite Groups Representation Theory with CoQ / Sidi Ould Biha
Collaborative Assistant to Handle MathML Expressions / Aslam Muhammad ; Ana Maria Martinez Enriquez ; Gonzalo Escalada-Imaz
Confidence Measures in Recognizing Handwritten Mathematical Symbols / Oleg Golubitsky
Using Open Mathematical Documents to Interface Computer Algebra and Proof Assistant Systems / Jónathan Heras ; Vico Pascual
OpenMath in SCIEnce: SCSCP and POPCORN / Peter Horn ; Dan Roozemond
A Knowledge Repository for Indefinite Integration Based on Transformation Rules / A.D. Rich ; D.J. Jeffrey
Application of Information Processing Technology by Multiagent Simulation (Extended Abstract) / Hideyuki Nakashima
Cognitive Architectures and Multi-agent Social Simulation / Ron Sun
Full Papers
A Co-operative Intelligent Assisting Agent Architecture for Web Searching and Desktop Management / Nandan Chaturbhuj ; V. Shyam Prakash ; Shivashankar B. Nair
Prisoner's Dilemma Game on Network / Masahiro Ono ; Mitsuru Ishizuka
Addressing Constraint Failures in Agent Interaction Protocol / Fadzil Hassan ; Dave Robertson ; Chris Walton
Reasoning about Success and Failure in Intentional Agents / Timothy William Cleaver ; Abdul Sattar ; Kewen Wang
Agent-Base Workflow Management System Architecture-An Example on Conference Info System / Feng-Chao Yang
Diverse Applications of an Automated Argument System Based on the Logic of Multiple-Valued Argumentation / Gowun Jeong ; Hajime Sawamura
Dynamic Interaction Protocol Load in Multi-Agent System Collaboration / Maoguang Wang ; Zhongzhi Shi ; Wenpin Jiao
Towards a Component-Based Architecture for TeleAgents / Ockmer L. Oosthuizen ; Elizabeth M. Ehlers
Development of a Lightweight Middleware Technologies Supporting Mobile Agents / Gu Su Kim ; Jaegon Kim ; Hyun-jin Cho ; Won-taek Lim ; Young Ik Eom
The Roles of Active Perception in Intelligent Agent Systems / Raymond So ; Liz Sonenberg
Fairness in Cooperating Multi-agent Systems-Using Profit Sharing as an Example / Ming-Chih Hsu ; Von-Wun Soo
Risk Strategies and Risk Strategy Equilibrium in Agent Interactions Modeled as Normal Repeated 2 X 2 Risk Games / Ka-man Lam ; Ho-fung Leung
A Crowd Model for Emergency and Panic Situations: Structure, Characteristics and Behaviours / Mohd Bazli Ab Karim ; Abdullah Zawawi Talib ; Ahmad Izani Ismail ; Bahari Belaton
David Hutchison, David Ahlgren, John Anderson, Jacky Baltes, Thomas Braunl, Takeo Kanade, Ryohei Nakatsu, Ulrich R?ckert, Joaquin Sitte, Igor Verner, Ulf Witkowski, Ching-Chang Wong
出版情報:
Springer eBooks Computer Science , Springer Berlin Heidelberg, 2009
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
Invited Talk: PRISM-Practical RL: Representation, Interaction, Synthesis, and Mortality / Peter Stone
Invited Talk: Towards Robust Reinforcement Learning Algorithms / Csaba Szepesvári
Online Reinforcement Learning
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits / Francis Maes ; Louis Wehenkel ; Damien Ernst
Goal-Directed Online Learning of Predictive Models / Sylvie C. W. Ong ; Yuri Grinberg ; Joelle Pineau
Gradient Based Algorithms with Loss Functions and Kernels for Improved On-Policy Control / Matthew Robards ; Peter Sunehag
Learning and Exploring MDPs
Active Learning of MDP Models / Mauricio Araya-López ; Olivier Buffet ; Vincent Thomas ; François Charpillet
Handling Ambiguous Effects in Action Learning / Boris Lesner ; Bruno Zanuttini
Feature Reinforcement Learning in Practice / Phuong Nguyen ; Marcus Hutter
Function Approximation Methods for Reinforcement Learning
Reinforcement Learning with a Bilinear Q Function / Charles Elkan
l1-Penalized Projected Bellman Residual / Matthieu Geist ; Bruno Scherrer
Regularized Least Squares Temporal Difference Learning with Nested l2 and l1 Penalization / Matthew W. Hoffman ; Alessandro Lazaric ; Mohammad Ghavamzadeh ; Rémi Munos
Recursive Least-Squares Learning with Eligibility Traces
Value Function Approximation through Sparse Bayesian Modeling / Nikolaos Tziortziotis ; Konstantinos Blekas
Macro-actions in Reinforcement Learning
Automatic Construction of Temporally Extended Actions for MDPs Using Bisimulation Metrics / Pablo Samuel Castro ; Doina Precup
Unified Inter and Intra Options Learning Using Policy Gradient Methods / Kfir Y. Levy ; Nahum Shimkin
Options with Exceptions / Munu Sairamesh ; Balaraman Ravindran
A Framework for Computing Bounds for the Return of a Policy / Cosmin Paduraru
Multi-Task and Transfer Reinforcement Learning
Transferring Evolved Reservoir Features in Reinforcement Learning Tasks / Kyriakos C. Chatzidimitriou ; Ioannis Partalas ; Pericles A. Mitkas ; Ioannis Vlahavas
Transfer Learning via Multiple Inter-task Mappings / Anestis Fachantidis ; Matthew E. Taylor
Multi-Task Reinforcement Learning: Shaping and Feature Selection / Matthijs Snel ; Shimon Whiteson
Multi-Agent Reinforcement Learning
Transfer Learning in Multi-Agent Reinforcement Learning Domains / Georgios Boutsioukis
An Extension of a Hierarchical Reinforcement Learning Algorithm for Multiagent Settings / Ioannis Lambrou ; Vassilis Vassiliades ; Chris Christodoulou
Apprenticeship and Inverse Reinforcement Learning
Bayesian Multitask Inverse Reinforcement Learning / Constantin A. Rothkopf
Batch, Off-Policy and Model-Free Apprenticeship Learning / Edouard Klein ; Olivier Pietquin
Real-World Reinforcement Learning
Introduction of Fixed Mode States into Online Profit Sharing and Its Applications to Waist Trajectory Generation of Biped Robot / Seiya Kuroda ; Kazuteru Miyazaki ; Hiroaki Kobayashi
MapReduce for Parallel Reinforcement Learning / Yuxi Li ; Dale Schuurmans
Compound Reinforcement Learning: Theory and an Application to Finance / Tohgoroh Matsui ; Takashi Goto ; Kiyoshi Izumi ; Yu Chen
Proposal and Evaluation of the Active Course Classification Support System with Exploitation-Oriented Learning / Masaaki Ida
Author Index
Invited Talk Abstracts
Invited Talk: UCRL and Autonomous Exploration / Peter Auer
Invited Talk: Increasing Representational Power and Scaling Inference in Reinforcement Learning / Kristian Kersting
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
Sensorimotor Domain Approach for Artificial Autonomous Cognitive Development / Mauro E.S. Muñoz ; Márcio Lobo Netto
A Service-Oriented Architecture for Assisting the Authoring of Semantic Crowd Maps / Henrique Santos ; Vasco Furiado
User-Centric Principles in Automated Decision Making / Ingrid Nunes ; Simon Miles ; Michael Luck ; Carlos J.P. de Lucena
Machine Learning / Chapter 2：
Wearable Computing: Accelerometers' Data Classification of Body Postures and Movements / Wallace Ugulino ; Débora Cardador ; Katia Vega ; Eduardo Velloso ; Ruy Milidiú ; Hugo Fuks
Density-Based Pattern Discovery in Distributed Time Series / Josenildo C. da Silva ; Gustavo H.B. Oliveira ; Omar A.C. Cortes ; Matthias Klusch
Filter Approach Feature Selection Methods to Support Multi-label Learning Based on ReliefF and Information Gain / Newton Spolaôr ; Everton Alvares Cherman ; Maria Carolina Monard ; Huei Diana Lee
Automatic Analysis of Leishmania Infected Microscopy Images via Gaussian Mixture Models / Pedro A. Nogueira ; Luís Filipe Teófilo
Link Prediction in Complex Networks Based on Cluster Information / Jorge Carlos Valverde-Rebaza ; Alneu de Andrade Lopes
A Parallel Approach to Clustering with Ant Colony Optimization / Guilherme N. Ramos
On the Use of Consensus Clustering for Incremental Learning of Topic Hierarchies / Ricardo M. Marcacini ; Eduardo R. Hruschka ; Solange O. Rezende
Machine Learning and Computer Vision / Chapter 3：
Image Retrieval by Content Based on a Visual Attention Model and Genetic Algorithms / Milton Roberto Heinen ; Paulo Martins Engel
A Symbolic Representation Method to Preserve the Characteristic Slope of Time Series / Willian Zalewski ; Fabiano Silva ; Feng Chung Wu ; André Gustavo Maletzke
Multi Agent Systems / Chapter 4：
Orchestrating Multiagent Learning of Penalty Games / Ana L. C. Bazzan
An Architectural Model for Autonomous Normative Agents / Baldoino F. dos Santos Neto ; Viviane Torres da Silva
A Coalition Formation Mechanism for Trust and Reputation-Aware Multi-Agent Systems / Bruno W.P. Hoelz ; Célia Ghedini Ralha
Profile Recommendation in Communities of Practice Based on Multiagent Systems / João Luis Tavares da Silva ; Sidinei D. Lubenow ; Alexandre M. Ribeiro
Robotic and Language / Chapter 5：
Knowledge-Intensive Word Disambiguation via Common-Sense and Wikipedia / Vládia Pinheiro ; Vasco Furtado ; Lívio Melo Freire ; Caio Ferreira
Context-Sensitive ASR for Controlling the Navigation of Mobile Robots / Gabriel Ferreira Araújo ; Hendrik Teixeira Macedo
An Evaluation of the Model of Stigmergy in a RoboCup Rescue Multiagent System / Gabriel Rigo da Cruz Jacobsen ; Carlos A. Barth ; Fernando dos Santos
Constraints / Chapter 6：
An Ecology-Based Heterogeneous Approach for Cooperative Search / Rafael Stubs Parpinelli ; Heitor Silvério Lopes
Providing Trade-Off Techniques Subsets to Improve Software Testing Effectiveness: Using Evolutionary Algorithm to Support Software Testing Techniques Selection by a Web Tool / Aurélio da Silva Grande ; Arilo Claudio Dias Neto ; Rosiane de Freitas Rodrigues
Author Index
Knowledge Representation / Chapter 1：
On the Development of a Formal Methodology for Knowledge Representation in Defeasible Logic Programming / Alejandro G. Stankevicius ; Marcela Capobianco
A Framework for Empirical Evaluation of Belief Change Operators / Renato U. Lundberg ; Márcio M. Ribeiro ; Renata Wassermann
Introduction to Active Sets and Unification / Germano Resconi ; Chris Hinde
Modeling a Teacher in a Tutorial-like System Using Learning Automata / B. John Oommen ; M. Khaled Hashem
Power Network Reliability Computations Using Multi-agent Simulation / Aleš Horák ; Miroslav Prýmek ; Tadeusz Sikora
Sequence Automata for Researching Consensus Levels / Henryk Piech
An Analysis of the Influence of Fundamental Indexing on Financial Markets through Agent-Based Modeling: The Fundamentalist and Fundamental Indexing / Hiroshi Takahashi
Agent-Driven Integration Architecture for Component-Based Software Development / Sodany Kiv ; Yves Wautelet ; Manuel Kolp
Adaptive Tutoring in an Intelligent Conversational Agent System / Annabel Latham ; Keeley Crockett ; David McLean ; Bruce Edmonds
Biological and Computational Perspectives on the Emergence of Social Phenomena: Shared Understanding and Collective Power / Jan Treur
Agent-Based Crowd Simulation in Airports Using Games Technology / Olivier Szymanezyk ; Tom Duckett ; Patrick Dickinson
Approximate Algorithms for Solving O1 Consensus Problems Using Complex Tree Structure / Marcin Maleszka ; Ngoc Thanh Nguyen
Author Index
Introduction to Active Sets and Unification / Germano Resconi ; Chris Hinde
Modeling a Teacher in a Tutorial-like System Using Learning Automata / B. John Oommen ; M. Khaled Hashem
Power Network Reliability Computations Using Multi-agent Simulation / Aleš Horák ; Miroslav Prýmek ; Tadeusz Sikora
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