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
Belief Erasure Using Partial Imaging / Raghav Ramachandran
The Impact of Qualification on the Application of Qualitative Spatial and Temporal Reasoning Calculi / Carl Schultz ; Robert Amor ; Hans W. Guesgen
Two Methods for Constructing Horn Contractions / Zhi Qiang Zhuang ; Maurice Pagnucco
Data Mining and Knowledge Discovery
Database Normalization as a By-product of Minimum Message Length Inference / David L. Dowe ; Nayyar Abbas Zaidi
A Heuristic on Effective and Efficient Clustering on Uncertain Objects / Edward Hung ; Lei Xu ; Chi-Cheong Szeto
A New Supervised Term Ranking Method for Text Categorization / Musa Mammadov ; John Yearwood ; Lei Zhao
A Comparative Study of a Practical Stochastic Clustering Method with Traditional Methods / Swee Chuan Tan ; Kai Ming Ting ; Shyh Wei Teng
An Effective Pattern Based Outlier Detection Approach for Mixed Attribute Data / Ke Zhang ; Huidong Jin
Incremental Projection Vector Machine: A One-Stage Learning Algorithm for High-Dimension Large-Sample Dataset / Qinghua Zheng ; Xin Wang ; Wanyu Deng ; Jun Liu ; Xiyuan Wu
Machine Learning
Model-Based Viewpoint Invariant Human Activity Recognition from Uncalibrated Monocular Video Sequence / Zaw Zaw Htike ; Simon Egerton ; Ye Chow Kuang
On Optimizing Locally Linear Nearest Neighbour Reconstructions Using Prototype Reduction Schemes / Sang-Woon Kim ; B. John Oommen
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification / Gjorgji Madjarou ; Dejan Gjorgjevikj ; Tomche Delev
Hazardous Document Detection Based on Dependency Relations and Thesaurus / Kazushi Ikeda ; Tadashi Yanagihara ; Gen Hattori ; Kazunori Matsumoto ; Yasuhiro Takisima
Improving Sentence Similarity Measurement by Incorporating Sentential Word Importance
AI Applications
Collaborative Filtering for People to People Recommendation in Social Networks / Xiongcai Cai ; Michael Bain ; Alfred Krzywicki ; Wayne Wobcke ; Yang Sok Kim ; Paul Compton ; Ashesh Mahidadia
Head X: Customizable Audiovisual Synthesis for a Multi-purpose Virtual Head / Martin Luerssen ; Trent Lewis ; David Powers
Diagnosing Component Interaction Errors from Abstract Event Traces / Wolfgang Mayer ; Xavier Pucel ; Markus Stumptner
Evaluating Sequential Single-Item Auctions for Dynamic Task Allocation / Adrian Schoenig
Ontology-Based Knowledge Modeling to Provide Decision Support for Comorbid Diseases / Samina Raza Abidi
Patient Data, Records, and Guidelines
Inducing Decision Trees from Medical Decision Processes / Pere Torres ; Joan Albert López-Vallverdú
Critiquing Knowledge Representation in Medical Image Interpretation Using Structure Learning / Niels Radstake ; Peter J.F. Lucas ; Marina Velikova ; Maurice Samulski
A Markov Analysis of Patients Developing Sepsis Using Clusters / Femida Gwadry-Sridhar ; Michael Bauer ; Benoit Lewden ; Ali Hamou
Towards the Interoperability of Computerised Guidelines and Electronic Health Records: An Experiment with openEHR Archetypes and a Chronic Heart Failure Guideline / Mar Marcos ; Begoña MartÃnez-Salvador
Clinical Practice Guidelines
Identifying Treatment Activities for Modelling Computer-Interpretable Clinical Practice Guidelines / Katharina Kaiser ; Andreas Seyfang ; Silvia Miksch
Updating a Protocol-Based Decision-Support System's Knowledge Base: A Breast Cancer Case Study / Claudio Eccher ; Antonella Ferro
Toward Probabilistic Analysis of Guidelines / Arjen Hommersom
Author Index
Ontologies
Ontology-Based Retrospective and Prospective Diagnosis and Medical Knowledge Personalization / Cristina Romero-Tris ; David Riaño ; Francis Real
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
Goal-Based Communication Using BDI Agents as Virtual Humans in Training: An Ontology Driven Dialogue System / Joost van Oijen ; Willem van Doesburg ; Frank Dignum
Evaluation and Comparison of Multi-agent Based Crowd Simulation Systems / Bikramjit Banerjee ; Landon Kraemer
Towards an Architecture for Collaborative Human/AI Control of Interactive Characters / James Niehaus ; Peter Weyhrauch
Training and Story Lines / Section 2：
An Architecture for Directing Value-Driven Artificial Characters / Rossana Damiano ; Vincenzo Lombardo
Implicitly and Intelligently Influencing the Interactive Experience / Michael J. 0'Grady ; Mauro Dragone ; Richard Tynan ; Gregory M.P. O'Hare ; Jie Wan ; Conor Muldoon
Creating Customized Game Experiences by Leveraging Human Creative Effort: A Planning Approach / Boyang Li ; Mark O.Riedl
Guiding User Adaptation in Serious Games / Joost Westra ; Prank Dignum ; Virginia Dignum
Using Agent Technology to Build a Real-World Training Application / Michal Cap ; Annerieke Heuvelink ; Karel van den Bosch ; Willem Van Doesburg
Social Behavior and Organization / Section 3：
Semi-Automated Dialogue Act Classification for Situated Social Agents in Games / Jeff Orkin ; Deb Roy
Using Exclusion Logic to Model Social Practices / Richard Evans
Making Games Alive: An Organisational Approach / Sergio Alvarez-Napagao ; Fernando Koch ; Ignasi Gómez-Sebastià ; Javier Vázquez-Salceda
Building Quests for Online Games with Virtual Institutions / Gustavo Aranda ; Tomas Trescak ; Marc Esteva ; Carlos Carrascosa
Author Index
Architectures / Section 1：
Unreal Goal Bots: Conceptual Design of a Reusable Interface / Koen V. Hindriks ; Birna van Riemsdijk ; Tristan Behrens ; Rien Korstanje ; Nick Kraayenbrink ; Wouter Pasman ; Lennard de Rijk
A Periphery of Pogamut: From Bots to Agents and Back Again / Jakub Gemrot ; Cyril Brom ; TomአPlch
Situational Programming: Agent Behavior Visual Programming for MABS Novices / Fabien Michel ; Jacques Ferber ; Pierre-Alain Laur ; Florian Aleman
IRM4MLS: The Influence Reaction Model for Multi-Level Simulation / Gildas Morvan ; Alexandre Veremme ; Daniel Dupont
Toward a Myers-Briggs Type Indicator Model of Agent Behavior in Multiagent Teams / Jordan Salvit ; Elizabeth Sklar
Exploring MAS Behaviors
Pheromones, Probabilities, and Multiple Futures / H. Van Dyke Parunak
Finding Forms of Flocking: Evolutionary Search in ABM Parameter-Spaces / Forrest Stonedahl ; Uri Wilensky
Game Theory and Information Sharing
On the Profitability of Incompetence / Eugen Staab ; Martin Caminada
Mechanisms for the Self-organization of Peer Groups in Agent Societies / Sharmila Savarimuthu ; Maryam Purvis ; Martin Purvis ; Bastin Tony Roy Savarimuthu
Multigame Dynamics: Structures and Strategies / David L. Sallach ; Michael J. North ; Eric Tatara
MAS in Economics and Negotiation
Microstructure Dynamics and Agent-Based Financial Markets / Shu-Heng Chen ; Michael Kampouridis ; Edward Tsang
Computational Modeling of Culture's Consequences / Gert Jan Hofstede ; Catholijn M. Jonker ; Tim Verwaart
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
Intelligent Database Systems
Architecture for a Parallel Focused Crawler for Clickstream Analysis / Ali Selamat ; Fatemeh Ahmadi-Abkenari
A Model for Complex Tree Integration Tasks / Marcin Maleszka ; Ngoc Thanh Nguyen
Prototype of Object-Oriented Declarative Workflows / Marcin Dabrowski ; Michal Drabik ; Mariusz Drabik ; Mariusz Trzaska ; Kazimierz Subieta
Extraction of TimeER Model from a Relational Database / Quang Hoang ; Toan Van Nguyen
Certain Answers for Views and Queries Expressed as Non-recursive Datalog Programs with Negation / Victor Felea
Data Deduplication System for Supporting Multi-mode / Ho Min Jung ; Won Vien Park ; Wan Yeon Lee ; Jeong Gun Lee ; Young Woong Ko
On the Maximality of Secret Data Ratio in CPTE Schemes / Trung Huy Phan ; Hai Thanh Nguyen
A Comparative Analysis of Managing XML Data in Relational Database / Kamsuriah Ahmad
Bob-Tree: An Efficient B+-Tree Based Index Structure for Geographic-Aware Obfuscation / Quoc Cuong To ; Tran Khanh Dang ; Josef Küng
A Mutual and Pseudo Inverse Matrix - Based Authentication Mechanism for Outsourcing Service / Hue T.B. Pham ; Thuc D. Nguyen ; Van H. Dang ; Isao Echizen ; Thuy T.B. Dong
Anonymizing Shortest Paths on Social Network Graphs / Shyue-Liang Wang ; Zheng-Ze Tsai ; Tzung-Pei Hong ; I-Hsien Ting
Data Warehouses and Data Mining
Wei-Shing Chen / Fong-Jung Yu
Time series Subsequence Matching Based on a Combination of PIP and Clipping / Thanh Son Nguyen ; Tuan Anh Duong
Cloud intelligent Services for Calculating Emissions and Costs of Air Pollutants and Greenhouse Gases / Thanh Binh Nguyen ; Fabian Wagner ; Wolfgang Schoepp
Distributed Representation of Word / Jan-Chi Huang ; Wei-Chen Cheng ; Cheng-Yuan Liou
Mining Frequent Itemsets from Multidimensional Databases / Bay Vo ; Bac Le ; Thang N. Nguyen
Hybrid Fuzzy Clustering Using Lp Norms / Tomasz Przybyta ; Janusz Jewski ; Krzysztof Horoba ; Dawid Roj
Using intelligence Techniques to Predict Postoperative Morbidity of Endovascular Aneurysm Repair / Nan-Chen Hsieh ; Jui-Fa Chen ; Kuo-Chen Lee ; Hsin-Che Tsai
Using Quick Decision Tree Algorithm to Find Better RBF Networks / Hyontai Sug
To Propose Strategic Suggestions for Companies via IPC Classification and Association Analysis / Tzu-Fu Chiu ; Chao-Fu Hong ; Yu-Ting Chiu
A New Vertex Similarity Metric for Community Discovery: A Distance Neighbor Model / Yueping Li
Seat Usage Data Analysis and Its Application for Library Marketing / Toshiro Minami ; Eunja Kim
MDL: Metrics Definition Language / Jerzy BrzeziD ski ; Dariusz Dwornikowski ; Michal Kalewski ; Tomasz Pawlak ; Michai Sajkowski
Natural Language Processing and Computational Linguistics
A Statistical Global Feature Extraction Method for Optical Font Recognition / Bilal Bataineh ; Siti Norul Huda Sheikh Abdullah ; Khairudin Omar
Domain N-Gram Construction and Its Application to Text Editor / Myunggwon Hwang ; Dongjin Choi ; Hyogap Lee ; Pankoo Kim
Grounding Two Notions of Uncertainty in Modal Conditional Statements / Grzegorz Skorupa ; Radoslaw Katarzyniak
Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora / Mohammed Albared ; Nazlia Omar ; Mohd. Juzaiddin Ab Aziz
Linguistically Informed Mining Lexical Semantic Relations from Wikipedia Structure / Maciej Piasecki ; Agnieszka Indyka-Piasecka ; Roman Kurc
Heterogeneous Knowledge Sources in Graph-Based Expansion of the Polish Wordnet / Bartosz Broda
Improving Arabic Part-of-Speech Tagging through Morphological Analysis
Semantic Web, Social Networks and Recommendation Systems
Educational Services Recommendation Using Social Network Approach / Krzysztof Juszczyszyn ; Agnieszka Prusiewicz
Working with Users to Ensure Quality of Innovative Software Product Despite Uncertainties / Barbara Begier
U2Mind: Visual Semantic Relationships Query for Retrieving Photos in Social Network / Kee-Sung Lee ; Jin-Guk Jung ; Kyeong-Jin Oh ; Geun-Sik Jo
A Personalized Recommendation Method Using a Tagging Ontology for a Social E-Learning System / Hyon Hee Kim
Personalization and Content Awareness in Online Lab - Virtual Computational Laboratory / Mateusz Paprocki ; Lesiaw Sieniawski
Workflow Engine Supporting RESTful Web Services / Arkadiusz Danilecki ; Jakub FlotyD ski ; Wnna KobusiD ska ; Andrzej StroiD ski
Front- Session Guarantees to Contract Guarantees for Consistency of SO A-Compliant Processing / Anna KobusiD ska ; Michal Szychowiak
Technologies for Intelligent Information Systems
Design of a Power Scheduler Based on the Heuristic for Preemptive Appliances / Junghoon Lee ; Gyung-Leen Park ; Min-Jae Kang ; Ho- Young Kwak ; Sang Joon Lee
Intelligent Information System for Interpretation of Dynamic Perfusion Brain Maps / Tornasz Hachaj ; Marek R. Ogiela
Development of a Biologically Inspired Real-Time Spatiotemporal Visual Attention System / Byung Geun Choi ; Kyung Joo Cheoi
Knowledge Source Confidence Measure Applied to a Rule-Based Recognition System / Michal Wozniak
A New Frontier in Novelty Detection: Pattern Recognition of Stochastically Episodic Events / Colin Bellinger ; B. John Oommen
Collaborative Systems and Applications
Iteratye Translation by Monolinguists Implementation and Tests of the New Approach / Amla Pot pa ; Piotr Plonka ; Mateusz Pytel ; Dpminik Radziszowski
Attribute Mapping as a Foundation of Ontology Alignment / Marcin Pietranik
Multiagent-Based Dendritic Cell Algorithm with Applications in Computer Security / Chung-Ming Ou ; Yao-Tien Wang ; C.R. Ou
Secured Agent Platform for Wireless Sensor Networks / Jan Horacek ; Frantisek Zboril jr.
Multiagent-System Oriented Models for Efficient Power System Topology Verification / Kazimierz Wilkosz ; Zofia Kruczkiewicz
Intelligent Safety Verification for Multi-car Elevator System Based on EVALPSN / Kazumi Nakamatsu ; Toshiaki Imai ; Haruhiko Nishimura
Multi Robot Exploration Using a Modified A* Algorithm / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Fuzzy Ontology Building and Integration for Fuzzy Inference Systems in Weather Forecast Domain / Hai Bang Truong ; Phi Khu Nguyen
Cooperative Spectrum Sensing Using Individual Sensing Credibility and Hybrid Quantization for Cognitive Radio / Hiep Vu- Van ; Insoo Koo
The Application of Fusion of Heterogeneous Meta Classifiers to Enhance Protein Fold Prediction Accuracy / Abdollah Dehzangi ; Roozbeh Hojabri Foladizadeh ; Mohammad Aflaki ; Sasan Karamizadeh
E-Business and e-Commerce Systems
A Single Machine Scheduling Problem with Air Transportation Decision / P.S. You ; Y.C. Lee ; Y.C. Hsieh ; T.C. Chen
An Integrated BPM-SOA Framework for Agile Enterprises / Nan Wang ; Vincent Lee
Author Index
Keynote Speeches
Virtual Doctor System (VDS): Reasoning Challenges for Simple Case Diagnosis Based on Ontologies Alignment / Hamido Fujita ; Jun Hakura ; Masaki Kurematsu
Image Similarities on the Basis of Visual Content - An Attempt to Bridge the Semantic Gap / Halina Kwasnicka ; Mariusz Paradowski ; Michal Stanek ; Michal Spytkowski ; Andrzej Sluzek
Planning with Incomplete Information (Invited Paper) / Hector Geffner
External Memory Breadth-First Search with Delayed Duplicate Detection on the GPU / Stefan Edelkamp ; Damian Sulewski
Program Model Checking via Action Planning / Mark Kellershoff
Automatic Data-Abstraction in Model Checking Multi-Agent Systems / Alessio Lomuscio ; Hongyang Qu ; Francesco Russo
Automated Verification of Resource Requirements in Multi-Agent Systems Using Abstraction / Natasha Alechina ; Brian Logan ; Hoang Nga Nguyen ; Abdur Rakib
The Blow-Up in Translating LTL to Deterministic Automata / Orna Kupferman ; Adin Rosenberg
Improved Bounded Model Checking for a Fair Branching-Time Temporal Epistemic Logic / Xiaowei Huang ; Cheng Luo ; Ron van der Meyden
Symbolic Model Checking the Knowledge in Herbivore Protocol / Xiangyu Luo ; Kaile Su ; Ming Gu ; Lijun Wu ; Jinji Yang
Author Index
Planning with Incomplete Information (Invited Paper) / Hector Geffner
External Memory Breadth-First Search with Delayed Duplicate Detection on the GPU / Stefan Edelkamp ; Damian Sulewski
Program Model Checking via Action Planning / Mark Kellershoff
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
Commitment-Based Protocols with Behavioral Rules and Correctness Properties of MAS / Matteo Baldoni ; Cristina Baroglio ; Elisa Marengo
A Deduction System for Meaning Negotiation / Elisa Burato ; Matteo Cristani ; Luca Viganò
Social Aspects and Control Systems
Declarative Abstractions for Agent Based Hybrid Control Systems / Louise A. Dennis ; Michael Fisher ; Nicholas K. Lincoln ; Alexei Lisitsa ; Sandor M. Veres
Executing Specifications of Social Reasoning Agents / Iain Wallace ; Michael Rovatsos
Invited Papers
Logic of Information Flow on Communication Channels / Yanjing Wang ; Floor Sietsma ; Jan van Eijck
Distributed Abductive Reasoning with Constraints / Jiefei Ma ; Krysia Broda ; Alessandra Russo ; Emil Lupu
Understanding Permissions through Graphical Norms / Nir Oren ; Madalina Croitoru ; Simon Miles ; Michael Luck
Symbolic Model Checking Commitment Protocols Using Reduction / Mohamed El-Menshawy ; Jamal Bentahar ; Rachida Dssouli
Author Index
BDI Rational Agents
Operational Behaviour for Executing, Suspending, and Aborting Goals in BDI Agent Systems / John Thangarajah ; James Harland ; David Morley ; Neil Yorke-Smith
BDI Agents with Objectives and Preferences / Aniruddha Dasgupta ; Aditya K. Ghose
Opening: Homage to Michael Gelfond on His 65th Birthday / Jack Minker
Foundations: ASP and Theories of LP, KR, and NMR
Answer Set Prograrnming's Contributions to Classical Logic: An Analysis of ASP Methodology / Marc Denecker ; Joost Vennekens ; Hanne Vlaeminck ; Johan Wittocx ; Maurice Bruynooghe
Closure and Consistency Rationalities in Logic-Based Argumentation / Phan Minh Dung ; Phan Minh Thang
Manifold Answer-Set Programs and Their Applications / Wolfgang Faber ; Stefan Woltran
On the Minimality of Stable Models / Paolo Ferraris ; Vladimir Lifschitz
Challenges in Answer Set Solving / Martin Gebser ; Roland Kaminski ; Benjamin Kaufmann ; Torsten Schaub
Exploring Relations between Answer Set Programs / Katsumi Inoue ; Chiaki Sakama
Compact Translations of Non-disjunctive Answer Set Programs to Prepositional Clauses / Tomi Janhunen ; Ilkka Niemela
Effectively Reasoning about Infinite Sets in Answer Set Programming / Victor Marek ; Jeffrey B. Remmel
Inspecting Side-Effects of Abduction in Logic Programs / Luis Moniz Pereira ; Alexandre Miguel Pinto
Argumentation and Answer Set Programming / Francesca Toni ; Marek Sergot
Interlude; Cantor's Paradise Regained: Constructive Mathematics from Brouwer to Kolmogorov to Gelfond / Vladik Kreinovich
Interlude: Recollections on Michael Gelfond's 65th Birthday / Alessandro Provetti
Interlude:Michael Gelfond:Essay in Honour of His 65th Birthday / Stefania Costantini
Asp-Applicattions and Tools
Plini:A Probabilistic Logic Program Framework for Inconsistent News Information / Massimiliano Albanese ; Matthias Broecheler ; John Grat ; Maria Vanina Martinez ; V.S. Subrahmanian
ASP as a Cognitive Modeling Tool: Short-Term Memory and Long-Term Memory / Marcello Balduccini ; Sara Girotto
A Temporally Expressive Planner Based on Answer Set Programming with Constraints:Preliminary Design / Forrest Sheng Bao ; Sandeep Chintabathina ; A. Ricardo Morales ; Nelson Rushton ; Richard Watson ; Yuanlin Zhang
Applications of Answer Set Programming in Phylogenetic Systematics / Esra Erdem
ASP at Work: Spin-off and Applications of the DLV System / Giovanni Grasso ; Nicola Leone ; Marco Manna ; Francesco Ricca
Combining Answer Set Programming and Prolog: The ASP-PROLOG System / Tran Cao Son ; Ngoc-Hieu Nguyen
On the Practical Side of Answer Set Programming / Tommi Syrjänen
ASTREA: Answer Sets for a Trusted Reasoning Environment for Agents / Marina De Vos
Ending; Tea Times with Gelfond / Veena S. Mellarkod
Author Index
Opening: Homage to Michael Gelfond on His 65th Birthday / Jack Minker
Foundations: ASP and Theories of LP, KR, and NMR
Answer Set Prograrnming's Contributions to Classical Logic: An Analysis of ASP Methodology / Marc Denecker ; Joost Vennekens ; Hanne Vlaeminck ; Johan Wittocx ; Maurice Bruynooghe
Rational Strategies for Norm Compliance in the n-BDI Proposal / Natalia Criado ; Estefania Argente ; Vicent Botti
Generating Executable Multi-agent System Prototypes from SONAR Specifications / Michael Köhler-Bu?meier ; Matthias Wester-Ebbinghaus ; Daniel Moldt
Modeling Norms in Multi-agent Systems with NormML / Karen da Silva Figueiredo ; Viviane Torres da Silva ; Christiano de Oliveira Braga
Building Reputation-Based Agreements: Collective Opinions as Information Sources / Roberto Centeno ; Ramón Hermoso
Norm Refinement and Design through Inductive Learning / Domenico Corapi ; Marina De Vos ; Julian Padget ; Alessandra Russo ; Ken Satoh
Using a Normative Framework to Explore the Prototyping of Wireless Grids / Tina Balke ; Frank Fitzek
Social Aspects / Topic 2：
Towards a Model of Social Coherence in Multi-agent Organizations / Erich MartÃnez ; Ivan Kwiatkowski ; Philippe Pasquier
Shared Mental Models / Catholijn M. Jonker ; M. Birna van Riemsdijk ; Bas Vermeulen
Group Intention Is Social Choice with Commitment / Guido Boella ; Gabriella Pigozzi ; Marija Slavkovik ; Leendert van der Torre
The Fundamental Principle of Coactive Design: Interdependence Must Shape Autonomy / Matthew Johnson ; Jeffrey M. Bradshaw ; Paul J. Feltovich ; Birna van Riemsdijk ; Maarten Sierhuis
A Probabilistic Mechanism for Agent Discovery and Pairing Using / Domain-Specific Data ; Dimitris Traskas ; John Tansley
An Adherence Support Framework for Service Delivery in Customer / Life Cycle Management ; Leelani Kumari Wickramasinghe ; Christian Guttmann ; Michael Georgeff ; Ian Thomas ; Heinz Schmidt
Norms at Run-Time: Learning and Enforcing / Topic 3：
Norm Diversity and Emergence in Tag-Based Cooperation / Nathan Griffiths ; Michael Luck
Norm Enforceability in Electronic Institutions? / Antonio Garrido ; Juan A. Gimeno ; Francesc Igual ; Vicente Botti ; Pablo Noriega ; Adriana Giret
Initial Steps Towards Run-Time Support for Norm-Governed Systems / Visara Urovi ; Stefano Bromuri ; Kostas Stathis ; Alexander Artikis
Identifying Conditional Norms in Multi-agent Societies / Bastin Tony Roy Savarirmuthu ; Stephen Cranefield ; Maryam A. Purvis ; Martin K. Purvis
Using a Two-Level Multi-Agent System Architecture / Jordi Campos ; Maite Lopez-Sanchez ; Marc Esteva
Normative Monitoring: Semantics and Implementation / Sergio Alvarez-Napagao ; Huib Aldewereld ; Javier Vázquez-Salceda ; Frank Dignum
Learning from Experience to Generate New Regulations / Jan Koeppen ; Javier Morales
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.GarcÃa ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces / Juliusz L. Kulikowski ; Malgorzata Przytulska
Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) / Ajith Abracham
Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust (Abstract) / James Llinas
General Track
A Genetic Algorithm Applied to a Main Sequence Stellar Model / Gabriela de Oliveira Penna Tavares ; Marco Aurelio Cavalcanti Pacheco
Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game / Petro Verkhogliad
Evaluation of Network Survivability Considering Degree of Separation / Frank Yeong-Sung Lin ; Hong-Hsu Yen ; Pei-Yu Chen ; Ya-Fang Wen
Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms / Adam Slowik
Hybridization of Evolutionary Algorithm with Yule Walker Method o Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics
ayesian Segmentation of Magnetic Resonance Images Using the ?-Stable Distribution / Diega Salas-Gonzalez ; Matthias Schlögl ; Juan M. Górriz ; Javier RamÃrez ; Elmar Lang
On-Line Valuation of Residential Premises with Evolving Fuzzy Models / Edwin Lughofer ; Bogdan Trawinski ; Krzysztof Trawinski ; Tadeusz Lasota
Investigation of Genetic Algorithms with Self-adaptive Crossover, Mutation, and Selection / Magdalena Smetek
Hybrid Multi-agent System for Knowledge Management in Distributed control System / Dariusz Choinski ; Mieczyslaw Metzger ; Witold Nocon
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients / M. López ; J.M. Górriz ; J. RamÃrez ; D. Salas-Gonzalez ; R. Chaves ; M. Gómez-RÃo
An Intelligent Automated Recognition System of Abnormal Structures in WCE Images / Piotr Szczypinski ; Artur Klepaczko ; Michal Strzelecki
Effective Diagnosis of AlzheimerÆs Disease by Means of Distance Metric Learning / I. Illán ; F. Segovia ; A. Olivares
Risk Estimation for Hierarchical Classifier / I.T. Podolak ; A. Roman
Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection / Ricardo B.C. Prudêncio ; Carlos Soares ; Teresa B. Ludermir
A Parallel Genetic Programming Algorithm for Classification / Alberto Cano ; Amelia Zafra ; Sebastià n Ventura
Evolutionary Algorithm for P2P Multicasting Network Design Problem / Michal Wisniewski ; Krzysztof Walkowiak
A Focused Wave Front Algorithm for Mobile Robot Path Planning / Anshika Pal ; Ritu Tiwari ; Anupam Shukla
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm / Stephen G. Matthews ; Mario A. Gongora ; Adrian A. Hopgood
Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms / Maciej Polanczyk ; Agnieszka Owczarek ; Krzysztof Slot
Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques / Z. Bankovic ; J.M. Moya ; J.C. Vallejo ; D. Fraga
A Hybrid System with Regression Trees in Steel-Making Process / Miroslaw Kordos ; Marcin Blachnik ; Marcin Perzyk ; Jacek Kozlowski ; Orestes Bystrzycki ; Mateusz Gródek ; Adrian Byrdziak ; Zenon Motyka
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management / Simon Miller ; Mario Gongora ; Robert John
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas / M. Fornaciari ; D. Sottara ; A. Prati ; P. Mello ; R. Cucchiara
Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network / Boguslaw Rymut ; Bogdan Kwolek
Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems / Barbara Strug
Controlling the Prediction Accuracy by Adjusting the Abstraction Levels / Tomcsz Lukaszewski ; Joailna Józefowska ; Agnieszka Lawrynowicz ; Józefowski ; Andrzej Lisieckl
Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models / Even Esgin ; Pinar Senkul
Analysis of Face Gestures for Human-Computer Interaction / Jacek Rondio ; Aleksandra Krolak
Assessing Safety of Object Pushing Using the Principle of Reversibility / Yuri Gavshin ; Maarja Kruusmaa
Class Prediction in Microarray Studies Based on Activation of pathways / Henryk Maciejewski
Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine / Dawid Kopiec ; Jerzy Martyna
Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace / Jaroslaw Jankowski ; Jaroslaw Watrobski ; Mateusz Piwowarski
An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks / Liliam B.Leal ; Marcus Vimeius de S. Lemos ; Raimir Holanda Filho ; Ricardo A.L. Rabelo ; Fabio A.S. Borges
Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties / Lidia Jackowska-Strumillo
An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems / Michal Kucharzak
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU / Pavel Krömer ; Jan Platoš ; Václav Snášel ; Ajith Abraham
Collaborative Community Detection in Complex Networks / Anca Gog
An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support / Jaume Jordan ; Stella Heras ; Soledad Valero ; Vicente Julian
Finger Vein Pattern Extraction Algorithm / Michal Walus ; Jan Kosmala ; Khalid Saeed
An Exploratory Research on Text-Independent Speaker Recognition / Mohammad Kheir Nammous ; Adam Szczepnski
Towards Automatic Image Annotation Supporting Document Understanding / Urszula Markowska-Kaczmar ; Pawel Minda ; Krzysztof Ociepa ; Dariusz Olszowy ; Roman Pawlikowski
A Computational Assessment of a Blood Vessel's Compliance: A Procedure Based on Computed Tomography Coronary Angiography / Piotr Porwik ; Maciej Sosnowski ; Tomasz Wesolowski ; Krzysztof Wrobel
Visual System for Drivers' Eye Recognition / Boguslaw Cyganek ; Stawomir Gruszczynski
A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks / Jun-Ki Min ; Sung-Bae Cho
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data / Jong-Won Yoon
Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer / Suna-Bae Cho
Author Index
Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. Fernández ; S.GarcÃa ; F. Herrera
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi ; Ole-Christoffer Granmo ; B. John Oommen
Graph-Based Clustering with Constraints / Rajul Anand ; Chandan K. Reddy
Social Network/Online Analysis
A Partial Correlation-Based Bayesian Network Structure Learning Algorithm under SEM / Jing Yang ; Lian Li
Predicting Friendship Links in Social Networks Using a Topic Modeling Approach / Rohit Parimi ; Doina Caragea
Info-Cluster Based Regional Influence Analysis in Social Networks / Chao Li ; Zhongying Zhao ; Jun Luo ; Jianping Fan
Utilizing Past Relations and User Similarities in a Social Matching System / Richi Nayak
On Sampling Type Distribution from Heterogeneous Social Networks / Jhao-Yin Li ; Mi-Yen Yeh
Ant Colony Optimization with Markov Random Walk for Community Detection in Graphs / Di Jin ; Dayou Liu ; Bo Yang ; Carlos Baquero ; Dongxiao He
Time Series Analysis
Faster and Parameter-Free Discord Search in Quasi-Periodic Time Series / Wei Luo ; Marcus Gallagher
INSIGHT: Efficient and Effective Instance Selection for Time-Series Classification / Krisztian Buza ; Alexandros Nanopoulos ; Lars Schmidt-Thieme
Multiple Time-Series Prediction through Multiple Time-Series Relationships Profiling and Clustered Recurring Trends / Harya Widiputra ; Russel Pears ; Nikola Kasabov
Probabilistic Feature Extraction from Multivariate Time Series Using Spatio-Temporal Constraints / Michal Lewandowski ; Dimitrios Makris ; Jean-Christophe Nebel
High-Order Co-clustering Text Data on Semantics-Based Representation Model / Joshua Huang
The Role of Hubness in Clustering High-Dimensional Data / Nenad Tomašev ; Miloš Radovanovic ; Dunja Mladenic ; Mirjana Ivanovic
Spatial Entropy-Based Clustering for Mining Data with Spatial Correlation / Baijie Wang ; Xin Wang
Self-adjust Local Connectivity Analysis for Spectral Clustering / Hui Wu ; Guangzhi Qu ; Xingquan Zhu
An Effective Density-Based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data / Sauravjyoti Sarmah ; Rosy Das Sarmah ; Dhruba Kumar Bhattacharyya
Nonlinear Discriminative Embedding for Clustering via Spectral Regularization / Yubin Zhan ; Jianping Yin
An Adaptive Fuzzy k-Nearest Neighbor Method Based on Parallel Particle Particle Swarm Optimization for Bankruptcy Prediction / Hui-Ling Chen ; Da-You Liu ; Bo Yang ; Jie Liu ; Gang Wang ; Su-Jing Wang
Identifying Hidden Contexts in Classification / Indre Zliobaite
Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization / Junfeng Pan ; Gui-Rong Xue ; Yong Yu ; Yang Wang
A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods / Xiangyun Qing ; Xingyu Wang
Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams / Peipei Li ; Xindong Wu ; Qianhui Liang ; Xuegang Hu ; Yuhong Zhang
Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus / Xiaojun Wan
Pattern Mining
Using Constraints to Generate and Explore Higher Order Discriminative Patterns / Michael Steinbach ; Haoyu Yu ; Gang Fang ; Vipin Kumar
Mining Maximal Co-located Event Sets / Jin Soung Yoo ; Mark Bow
Pattern Mining for a Two-Stage Information Filtering System / Xujuan Zhou ; Yuefeng Li ; Peter Bruza ; Yue Xu ; Raymond Y.K. Lau
Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions / Guangyan Huang ; Yanchun Zhang ; Jing He ; Zhiming Ding
s for Pattern Mining on Data Streams / Yun Sing Koh ; Russel Pears ; Gillian Dobbie
Prediction
Predicting Private Company Exits Using Qualitative Data / Harish S. Bhat ; Daniel Zaelit
A Rule-Based Method for Customer Churn Prediction in Telecommunication Services / Ying Huang ; Bingquan Huang ; M.-T. Kechadi
Text Mining
Adaptive and Effective Keyword Search for XML / Weidong Yang ; Hao Zhu ; Nan Li ; Guansheng Zhu
Steering Time-Dependent Estimation of Posteriors with Hyper parameter Indexing in Bayesian Topic Models / Tomonari Masada ; Atsuhiro Takasu ; Yuichiro Shibata ; Kiyoshi Oguri
Constrained LDA for Grouping Product Features in Opinion Mining / Zhongwu Zhai ; Bing Liu ; Hua Xu ; Peifa Jia
Semantic Dependent Word Pairs Generative Model for Fine-Grained Product Feature Mining / Tian-Jie Zhan
ing in Text Classification / Dat Huynh ; Dat Tran ; Wanli Ma ; Dharmendra Sharma
XML Documents Clustering Using a Tensor Space Model / Sangeetha Kutty ; Richi Nayak
An Efficient Pre-processing Method to Identify Logical Components from PDF Documents / Ying Liu ; Kun Bai ; Liangcai Gao
Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text / Rathany Chan Sam ; Huong Thanh he ; Thuy Thanh Nguyen ; Thien Huu Nguyen
Topic Analysis of Web User Behavior Using LDA Model on Proxy Logs / Hiroshi Fujimoto ; Minora Etoh ; Akira Kinno ; Yoshikazu Akinaga
SizeSpotSigs: An Effective Deduplicate Algorithm Considering the Size of Page Content / Xianling Mao ; Xiaobing Liu ; Nan Di ; Xiaoming Li ; Hongfei Yan
Knowledge Transfer across Multilingual Corpora via Latent Topics / Wim De Smet ; Jie Tang ; Marie-Francine Moens
Author Index
Feature Extraction
An Instance Selection Algorithm Based on Reverse Nearest Neighbor / Bi-Ru Dai ; Shu-Ming Hsu
A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection / Dinesh Garg ; Sellamanickam Sundararajan ; Shirish Shevade
Cooperation of Agents Based on Methods of DES Supervising and Control / František Capkovic
Role of Thesauri in the Information Management in the Web-Based Services and Systems / Tomasz Kubik
On Efficiency of Collective Intelligence Phenomena / Tadeusz (Ted) Szuba ; Pawel Polanski ; Pawel Schab ; Pawel Wielicki
Enhancing the Computational Collective Intelligence within Communities of Practice Using Trust and Reputation Models / Iulia Maries ; Emil Scarlat
Loki - Semantic Wiki with Logical Knowledge Representation / Grzegorz J. Nalepa
Rule Extraction Based on Rough Fuzzy Sets in Fuzzy Information Systems / Ming-Chang Lee ; To Chang
Patterns in World Dynamics Indicating Agency / Tibor Bosse ; Jan Treur
Agent-Based Modelling of the Emergence of Collective States Based on Contagion of Individual States in Groups / Mark Hoogendoorn ; C. Natalie van der Wal ; Arlette van Wissen
Head-On Collision Avoidance by Knowledge Exchange under RAF Control of Autonomous Decentralized FMS / Hidehiko Yamamoto ; Takayoshi Yamada ; Katsutoshi Ootsubo
Quality Assessment of an Expert System: An Instrument of Regular Feedback from Users / Barbara Begier
Author Index
Cooperation of Agents Based on Methods of DES Supervising and Control / František Capkovic
Role of Thesauri in the Information Management in the Web-Based Services and Systems / Tomasz Kubik
On Efficiency of Collective Intelligence Phenomena / Tadeusz (Ted) Szuba ; Pawel Polanski ; Pawel Schab ; Pawel Wielicki
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Practical Probabilistic Programming / Avi Pfeffer
Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale / David Poole
Research Papers
Learning Multi-class Theories in ILP / Tarek Abudawood ; Peter A. Flach
A Numerical Refinement Operator Based on Multi-Instance Learning / Erick Alphonse ; Tobias Girschick ; Fabian Buchwald ; Stefan Kramer
Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses / Laura Antanas ; Martijn van Otterlo ; José Oramas M ; Tinne Tuytelaars ; Luc De Raedt
Approximate Inference for Logic Programs with Annotated Disjunctions / Stefano Bragaglia ; Fabrizio Riguzzi
Approximate Bayesian Computation for the Parameters of PRISM Programs / James Cussens
Probabilistic Rule Learning / Ingo Thon
Interactive Discriminative Mining of Chemical Fragments / Nuno A. Fonseca ; Max Pereira ; V&itor Santos Costa ; Rui Camacho
MMRF for Proteome Annotation Applied to Human Protein Disease Prediction / Beatriz García-Jiménez ; Agapito Ledezma ; Araceli Sanchis
Multivariate Prediction for Learning on the Semantic Web / Yi Huang ; Volker Tresp ; Markus Bundschus ; Achim Rettinger ; Hans-Peter Kriegel
Learning Action Descriptions of Opponent Behaviour in the Robocup 2D Simulation Environment / Alberto Illobre ; Jorge Gonzalez ; Ramon Otero ; Jose Santos
Hypothesizing about Causal Networks with Positive and Negative Effects by Meta-level Abduction / Katsumi Inoue ; Andrei Doncescu ; Hidetomo Nabeshima
Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples / Onediej Kuzelka ; Filip zelezný
Learning Discriminant Rules as a Minimal Saturation Search / Matthieu Lopez ; Lionel Martin ; Christel Vrain
Variation of Background Knowledge in an Industrial Application of ILP / Stephen H. Muggleton ; Jianzhong Chen ; Hiroaki Watanabe ; Stuart J. Dunbar ; Charles Baxter ; Richard Currie ; José Domingo Salazar ; Jan Taubert ; Michael J.E. Sternberg
Pruning Search Space for Weighted First Order Horn Clause Satisfiability / Naveen Nair ; Anandraj Govindan ; hander Jayaraman
Multi-relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples / Yusuke Nakano ; Nobuhiro Inuzuka
Learning from Noisy Data Using a Non-covering ILP Algorithm / Andrej Oblak ; Ivan Bratko
Can HOLL Outperform FOLL? / Niels Pahlavi ; Stephen Muggleton
Incremental Learning of Relational Action Models in Noisy Environments / Christophe Rodrigues ; Pierre Gérard ; Céline Rouveirol
When Does It Pay Off to Use Sophisticated Entailment Engines in ILP? / José Santos
Stochastic Refinement / Alireza Tamaddoni-Nezhad
Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection / David Vaz ; Vítor Santos Costa ; Michel Ferreira
Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge / Trevor Walker ; Ciaran O'Reilly ; Gautam Kunapuli ; Sriraam Natarajan ; Richard Maclin ; David Page ; Jude Shavlik
Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans / Radomír Cernoch ; Filip Zelezný
Author Index
Abstracts of Invited Talks
Rule Interchange Format: Logic Programming's Second Wind? / Michael Kifer
Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
Araucaria-PL: Software for Teaching Argumentation Theory / Katarzyna Budzynska
Teaching Logic in Philosophy / Begoña Carrascal
Organon: Learning Management System for Basic Logic Courses / Ludmila Dostalova ; Jaroslav Lang
Variables in Mathematics Education / Susanna S. Epp
Logic Training through Algorithmic Problem Solving / João F. Ferreira ; Alexandra Mendes ; Alcino Cunha ; Carlos Baquero ; Paulo Silva ; L.S. Barbosa ; J.N. Oliveira
Ogicamente: A Virtual Learning Environment for Logic Based on
A Framework for Coping with Logically-Minded Arguments in Philosophy / Luis Adrian Urtubey
A Logic Teaching Tool Based on Tableaux for Verification and Debugging of Algorithms / Rafael del Vado Virseda ; Eva Pilar Orna ; Eduardo Berbis ; Saúl de León Guerrero
Designing an Introductory Course to Elementary Symbolic Logic within the Blackboard E-learning Environment / Frank Zenker ; Christian Gottschall ; Albert Newen ; Raphael van Riel ; Gottfried Vosgerau
Author Index
Teaching Argumentation Theory and Practice: The Case of 12 Angry Men / Jesús Alcolea-Banegas
E-learning and Semantic Technologies: Tools and Concepts / Enrique Alonso
CT2.0: A Collaborative Database of Examples for Teaching Informal Logic / Peter Bradley
Global Optimal Path Planning for Mobile Robots Based on Hybrid Approach with High Diversity and Memorization / Yun-Qian Miao ; Alaa Khamis ; Fakhreddine O. Karray ; Mohamed S. Kamel
Small Tree Probabilistic Roadmap Planner for Hyper-Redundant Manipulators / Eric Lanteigne ; Amor Jnifene
A Fuzzy Logic Approach for Indoor Mobile Robot Navigation Using UKF and Customized RFID Communication / M. Suruz Miah ; Wail Gueaieb
A Multi-agent Framework with MOOS-IvP for Autonomous Underwater Vehicles with Sidescan Sonar Sensors / Liam Paull ; Sajad Saeedi G. ; Mae Seto ; Howard Li
Three-Dimensional Path-Planning for a Communications and Navigation Aid Working Cooperatively with Autonomous Underwater Vehicles / Mae L. Seto ; Jonathan A. Hudson ; Yajun Pan
Autonomous Haulage Systems - Justification and Opportunity / Juliana Parreira ; John Meech
Building a No Limit Texas Hold'em Poker Agent Based on Game Logs Using Supervised Learning / LuÃs Filipe Teófilo ; LuÃs Paulo Reis
Intelligent and Advanced Control Systems
Autonomous Manipulation Combining Task Space Control with Recursive Field Estimation / Soo Jeon ; Hyeong-Joon Ahn
Accessibility of Fuzzy Control Systems / Mohammad Biglarbegian ; Alireza Sadeghian ; William W. Melek
Thermal Dynamic Modeling and Control of Injection Moulding Process / Jaho Seo ; Amir Khajepour ; Jan P. Huissoon
Analysis of Future Measurement Incorporation into Unscented Predictive Motion Planning / Morteza Farrokhsiar ; Homayoun Najjaran
Nonlinear Maneuvering Control of Rigid Formations of Fixed Wing UAVs / Ismail Bayezit ; Baris Fidan
Intelligent Control System Design for a Class of Nonlinear Mechanical Systems / S. Islam ; P.X. Liu ; A. El Saddik
Trends in the Control Schemes for Bilateral Teleoperation with Time Delay / Jiayi Zhu ; Xiaochuan He
Bilateral Teleoperation System with Time Varying Communication Delay: Stability and Convergence
Online Incremental Learning of Inverse Dynamics Incorporating Prior Knowledge / Joseph Sun de la Cruz ; Dana Kulic ; William Owen
Experimental Comparison of Model-Based and Model-Free Output Feedback Control System for Robot Manipulators
P-Map: An Intuitive Plot to Visualize, Understand, and Compare Variable-Gain PI Controllers / Dongrui Wu
Combination of Error Detection Techniques in Automatic Speech Transcription / Kacem Abida ; Wafa Abida
Developing a Secure Distributed OSGi Cloud Computing Infrastructure for Sharing Health Records / Sabah Mohammed ; Daniel Servos ; Jinan Fiaidhi
Extreme Learning Machine with Adaptive Growth of Hidden Nodes and Incremental Updating of Output Weights / Rui Zhang ; Yuan Lan ; Guang-Bin Huang ; Yeng Chai Soh
Face Recognition Based on Kernelized Extreme Learning Machine / Weiwei Zong ; Hongming Zhou ; Zhiping Lin
Detection and Tracking of Multiple Similar Objects Based on Color-Pattern / Hadi Firouzi
Argo Vehicle Simulation of Motion Driven 3D LIDAR Detection and Environment Awareness / Mohammad Azam Javed ; Jonathan Spike ; Steven Waslander
Signal Processing and Pattern Recognition for Eddy Current Sensors, Used for Effective Land-Mine Detection / Hendrik Krüger ; Hartmut Ewald
Velocity Measurement for Moving Surfaces by Using Spatial Filtering Technique Based on Array Detectors / Martin Schaeper ; Nils Damaschke
Human-Machine Interaction
Towards Unified Performance Metrics for Multi-robot Human Interaction Systems / Jamil Abou Saleh ; Fakhreddine Karray
Augmented HE-Book: A Multimedia Based Extension to Support Immersive Reading Experience / Abu Saleh Md Mahfujur Rahman ; Kazi Masudul Alam ; Abdulmotaleb El Saddik
Human-Machine Learning for Intelligent Aircraft Systems / Stuart H. Rubin ; Gordon Lee
Haptic Data Compression Based on Curve Reconstruction / Fenghua Guo ; Yan He ; Nizar Sakr ; Jiying Zhao
Intelligent Circuit Analysis and Signal Processing
Diastolic Timed Vibrator: Applying Direct Vibration in Diastole to Patients with Acute Coronary Ischemia during the Pre-hospitalization Phase / Farzad Khosrow-khavar ; Marcin Marzencki ; Kouhyar Tavakolian ; Behrad Kajbafzadeh ; Bozena Kaminska ; Carlo Menon
Modeling Reliability in Wireless Sensor Networks / Ahmed Ibrahim Hassan ; Maha Elsabrouty ; Salwa Elramly
Fading Compensation for Improved Indoor RF Tracking Based on Redundant RSS Readings / Andreas Fink ; Helmut Beikirch
Redundant Reader Elimination Approaches for RFID Networks / Nazish Irfan ; Mustapha C.E. Yagoub ; Khelifa Hettak
NoC-MPSoC Performance Estimation with Synchronous Data Flow (SDF) Graphs / Kamel Smiri ; Abderrazak Jemai
Author Index
Autonomous and Intelligent Systems
Global Optimal Path Planning for Mobile Robots Based on Hybrid Approach with High Diversity and Memorization / Yun-Qian Miao ; Alaa Khamis ; Fakhreddine O. Karray ; Mohamed S. Kamel
Small Tree Probabilistic Roadmap Planner for Hyper-Redundant Manipulators / Eric Lanteigne ; Amor Jnifene
Transformation Equivariant Boltzmann Machines / Jyri J. Kivinen ; Christopher K.I. Williams
Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines / KyungHyun Cho ; Alexander Ilin ; Tapani Raiko
A Hierarchical Generative Model of Recurrent Object-Based Attention in the Visual Cortex / David P. Reichert ; Peggy Series ; Amos J. Storkey
Slow Feature Analysis - A Tool for Extraction of Discriminating Event-Related Potentials in Brain-Computer Interfaces / Siamac Fazli ; Márton Danóczy ; Jürg Schelldorfer ; Klaus Robert Müller ; Sven Däne ; Johannes Höhne ; Martijn Schreuder ; Michael Tangermann
Transforming Auto-Encoders / Geoffrey E. Hinton ; Alex Krizhevsky ; Sida D. Wang
Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction / Jonathan Masci ; Ueli Meier ; Dan Ciresan ; Jürgen Schmidhuber
Error-Backpropagation in Networks of Fractionally Predictive Spiking Neurons / Sander M. Bohte
Cluster Self-organization of Known and Unknown Environmental Sounds Using Recurrent Neural Network / Yang Zhang ; Shun Nishide ; Toru Takahashi ; Hiroshi G. Okuno ; Tetsuya Ogata
Time-Dependent Series Variance Estimation via Recurrent Neural Networks / Nikolay Nikolaev ; Peter Tino ; Evgueni Smirnov
Sparse Spatio-Temporal Gaussian Processes with General Likelihoods / Jouni Hartikainen ; Jaakko Riihimäki ; Simo Särkkä
Learning Curves for Gaussian Processes via Numerical Cubature Integration
Cross-Species Translation of Multi-way Biomarkers / Tommi Suvitaival ; Ilkka Huopaniemi ; Matej Orešic ; Samuel Kaski
An Evaluation of the Image Recognition Method Using Pulse Coupled Neural Network / Masato Yonekawa ; Hiroaki Kurokawa
Using the Leader Algorithm with Support Vector Machines for Large Data Sets / Enrique Romero
Automatic Seizure Detection Incorporating Structural Information / Borbala Hunyadi ; Maarten De Vos ; Marco Signoretto ; Johan A.K. Suykens ; Wim Van Paesschen ; Sabine Van Huffel
The Grouped Author-Topic Model for Unsupervised Entity Resolution / Andrew M. Dai
Kullback-Leibler Divergence for Nonnegative Matrix Factorization / Zhirong Yang ; He Zhang ; Zhijian Yuan ; Erkki Oja
Distributed Deterministic Temporal Information Propagated by Feedforward Neural Networks / Yoshiyuki Asai ; Alessandro E.P. Villa
Chaotic Complex-Valued Multidirectional Associative Memory with Variable Scaling Factor / Akio Yoshida ; Yuko Osana
An Examination of the Dynamic Interaction within Metaphor Understanding Using a Model Simulation / Asuka Terai ; Saori Hirose ; Naoko Kuriyama ; Masanori Nakagawa
Visual Pathways for Shape Abstraction / Konstantinos A. Raftopoulos ; Stefanos D. Kollias
Improving Articulatory Feature and Phoneme Recognition Using Multitask Learning / Ramya Rasipuram ; Mathew Magimai-Doss
OrBEAGLE: Integrating Orthography into a Holographic Model of the Lexicon / George Kachergis ; Gregory E. Cox ; Michael N. Jones
On the Problem of Finding the Least Number of Features by L1-Norm Minimisation / Sascha Klement ; Thomas Martinets
Extracting Coactivated Features from Multiple Data Sets / Michael U. Gutmann ; Aapo Hyvärinen
Single Layer Complex Valued Neural Network with Entropic Cost Function / LuÃs A. Alexandre
Batch Intrinsic Plasticity for Extreme Learning Machines / Klaus Neumann ; Jochen J. Steil
An Empirical Study on the Performance of Spectral Manifold Learning Techniques / Peter Mysling ; Søren Hauberg ; Kim Steenstrup Pedersen
Semi-supervised Learning for WLAN Positioning / Teemu Pulkkinen ; Teemu Roos ; Petri Myllymäki
Ensemble-Teacher Learning through a Perception Rule with a Margin / Kazuyuki Hara ; Seiji Miyoshi
Topic-Dependent Document Ranking: Citation Network Analysis by Analogy to Memory Retrieval in the Brain / Hiroshi Okamoto
PADDLE: Proximal Algorithm for Dual Dictionaries LEarning / Curzio Basso ; Matteo Santoro ; Alessandro Verri ; Silvia Villa
Author Index
Transformation Equivariant Boltzmann Machines / Jyri J. Kivinen ; Christopher K.I. Williams
Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines / KyungHyun Cho ; Alexander Ilin ; Tapani Raiko
A Hierarchical Generative Model of Recurrent Object-Based Attention in the Visual Cortex / David P. Reichert ; Peggy Series ; Amos J. Storkey
SNPboost: Interaction Analysis and Risk Prediction on GWA Data / Ingrid Brænne ; Jeanette Erdmann ; Amir Madany Mamlouk
Binary Patterns Identification by Vector Neural Network with Measure of Proximity between Neuron States / Vladimir Kryzhanovskiy
Emerging Bayesian Priors in a Self-Organizing Recurrent Network / Andreea Lazar ; Gordon Pipa ; Jochen Triesch
Momentum Acceleration of Least-Squares Support Vector Machines / Jorge López ; Ãlvaro Barbero ; Jose R. Dorronsoro
Fast Support Vector Training by Newton's Method / Shigeo Abe
Linear Operators and Stochastic Partial Differential Equations in Gaussian Process Regression / Simo Särkkä
Learning from Multiple Annotators with Gaussian Processes / Perry Groot ; Adriana Birlutiu
Estimation of the Number of Clusters Using Heterogeneous Multiple Classifier System / Om Ayad ; Moarnar Sayed-Mouchaweh ; Patrice Billaudel
A Distributed Self-adaptive Nonparametric Change-Detection Test for Sensor / Actuator Networks / Cesare Alippi ; Giacomo Boracchi ; Manuel Roveri
Weighted Mutual Information for Feature Selection / Erik Schaffernicht ; Horst-Michael Gross
Face Prediction from fMRI Data during Movie Stimulus: Strategies for Feature Selection / Jukka-Pekka Kauppi ; Heikki Huttunen ; Heikki Korkala ; Iiro P. Jääskeläinen ; Mikko Sams ; Jussi Tohka
The Authentication System for Multi-modal Behavior Biometrics Using Concurrent Pareto Learning SOM / Hiroshi Dozono ; Shinsuke Ito ; Masanori Nakakuni
Hermite Polynomials and Measures of Non-gaussianity / Jouni Puuronen ; Aapo Hyvärinen
Complex-Valued Independent Component Analysis of Natural Images / Valero Laparra ; Michael U. Gutmann ; Jesús Malo
Improving Gaussian Process Value Function Approximation in Policy Gradient Algorithms / Hunor Jakab ; Lehel Csató
Application of Nonlinear Neural Network Model for Self Sensing Characteristic in an Ionic Polymer Metal Composite (IPMC) Actuator / Ngoc Chi Nam Doan ; Kyoung Kwan Ahn ; Quang Truong Dinh ; Jong Il Yoon
Optimal Control Using Functional Type SIRMs Fuzzy Reasoning Method / Takashi Mitsuishi ; Yasunari Shidama
A One-Layer Dual Recurrent Neural Network with a Heaviside Step Activation Function for Linear Programming with Its Linear Assignment Application / Qingshan Liu ; Jun Wang
Neural Network Solution of Optimal Control Problem with Control and State Constraints / Tibor Kmet
Singular Perturbation Approach with Matsuoka Oscillator and Synchronization Phenomena / Yasuomi D. Sato ; Kazuki Nakada ; Kiyotoshi Matsuoka
A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems - An Application to Chaos in a Dripping Faucet- / Hiromichi Suetani ; Shotaro Akaho
Manifold Learning for Visualization of Vibrational States of a Rotating Machine / Ignacio DÃaz ; Abel A. Guadrado ; Alberto B. Diez ; Manuel DomÃnguez
Bias of Importance Measures for Multi-valued Attributes and Solutions / Houtao Deng
A Computationally Efficient Information Estimator for Weighted Data / Hideitsu Hino ; Noboru Murata
Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks / Jan Chorowski ; Jacek M. Zurada
A Framework for Application-Oriented Design of Large-Scale Neural Networks / David Bouchain ; Florian Hauser
A Dynamic Field Model of Ordinal and Timing Properties of Sequential Events / Flora Ferreira ; Wolfram Erlhagen ; Estela Bicho
Robot Trajectory Prediction and Recognition Based on a Computational Mirror Neurons Model / Junp Zhong ; Cornelius Weber
A Sente e Generation Network That Learns Surface and Abstract Syntact Structures / Mart Takac ; Lubica Benuskova ; Alistair Knott
A Perceptual Memory System for Affordance Learning in Humanoid Robots / Marc Kammer ; Marko Tscherepanow ; Thomas Schack ; Yukie Nagai
Probabilistic Proactive Timeline Browser / Antti Ajanki ; Samuel Kaski
Person Tracking Based on a Hybrid Neural Probabilistic Model / Wen Yan
Gaze- and Speech-Enhanced Content-Based Image Retrieval in Image Tagging / He Zhang ; Teemu Ruokolainen ; Jorma Laaksonen ; Christina Hochleitner ; Rudolf Traunmüller
Modelling Hypothetical Wage Equation by Neural Networks / Jaakko Talanen ; Miki Sirola
On the Designing of Spikes Band-Pass Filters for FPGA / Manuel DomÃnguez-Morales ; Angel Jimenez-Fernandez ; Elena Cerezuela-Escudero ; Rafael Paz-Vicente ; Alejandro Linares-Barranco ; Gabriel Jimenez
An Information Geometrical View of Stationary Subspace Analysis / Motoaki Kawanabe ; Wojciech Samek ; Paul von Bünau ; Frank C. Meinecke
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet RodrÃguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-MartÃnez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
Comparative Behaviour of Recent Incremental and Non-incremental Clustering Methods on Text: An Extended Study / Jean-Charles Lamirel ; Raghvendra Mall ; Mumtaz Ahmad
Learning Temporal Bayesian Networks for Power Plant Diagnosis / Pablo Hernandez-Leal ; L. Enrique Sucar ; Jesus A. Gonzalez ; Eduardo F. Morales ; Pablo H. Ibarguengoytia
On the Fusion of Probabilistic Networks / Salem Benferhat ; Faiza Titouna
Methodologies / Section 3：
Basic Object Oriented Genetic Programming / Tony White ; Jinfei Fan ; Franz Oppacher
Applications of Artificial Intelligence / Section 5：
Automating the Selection of Stories for AI in the News / Liang Dong ; Reid G. Smith ; Bruce G. Buchanan
Diagnosability Study of Technological Systems / Michel Batteux ; Philippe Dague ; Nicolas Rapin ; Philippe Fiani
Using Ensembles of Regression Trees to Monitor Lubricating Oil Quality / Andres Bustillo ; Alberto Villar ; Eneko Gorritxategi ; Susana Ferreiro ; Juan J. RodrÃguez
Image Processing and Other Applications / Section 6：
Image Region Segmentation Based on Color Coherence Quantization / Guang-Nan He ; Yu-Bin Yang ; Yao Zhang ; Yang Gao ; Lin Shang
Image Retrieval Algorithm Based on Enhanced Relational Graph / Ning Li
Prediction-Oriented Dimensionality Reduction of Industrial Data Sets / Maciej Grzenda
Informative Sentence Retrieval for Domain Specific Terminologies / Jia-Ling Koh ; Chin-Wei Cho
Intelligent Techniques for Document Processing / Section 7：
Factoring Web Tables / David W. Embley ; Mukkai Krishnamoorthy ; George Nagy ; Sharad Seth
Document Analysis Research in the Year 2021 / Daniel Lopresti ; Bart Lamiroy
Markov Logic Networks for Document Layout Correction / Stefano Ferilli ; Teresa M.A. Basile ; Nicola Di Mauro
Extracting General Lists from Web Documents: A Hybrid Approach / Fabio Fumarola ; Tim Weninger ; Rick Barber ; Donato Malerba ; Jiawei Han
Modeling and Support of Cognitive and Affective Human Processes / Section 8：
Towards a Computational Model of the Self-attribution of Agency / Koen Hindriks ; Pascal Wiggers ; Catholijn Jonker ; Willem Haselager
An Agent Model for Computational Analysis of Mirroring Dysfunctioning in Autism Spectrum Disorders / Yara van der Laan ; Jan Treur
Multi-modal Biometric Emotion Recognition Using Classifier Ensembles / Ludmila I. Kuncheva ; Thomas Christy ; Iestyn Pierce ; Sa'ad P. Mansoor
Towards a Fully Computational Model of Web-Navigation / Saraschandra Karanam ; Herre van Oostendorp ; Bipin Indurkhya
Robotics and Navigation / Section 9：
Stairway Detection Based on Single Camera / Motion Stereo ; Danilo Cáceres Hernández ; Taeho Kim ; Kang-Hyun Jo
Robot with Two Ears Listens to More than Two Simultaneous Utterances by Exploiting Harmonic Structures / Yasuharu Hirasawa ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno
Author Index
Incremental Clustering and Novelty Detection Techniques and Their Application to Intelligent Analysis of Time Varying Information / Section 1：
Classification Model for Data Streams Based on Similarity / Dayrelis Mena Torres ; Jesús Aguilar Ruiz ; Yanet RodrÃguez Sarabia
Comparison of Artificial Neural Networks and Dynamic Principal Component Analysis for Fault Diagnosis / Juan Carlos Tudón-MartÃnez ; Ruben Morales-Menendez ; Luis Garza-Castañ ón ; Ricardo Ramirez-Mendoza
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