22. ICTAI 2010: Arras, France

Machine Learning and Classification Techniques I

• Hongbing Wang, Yanqi Shi, Xuan Zhou, Qianzhao Zhou, Shizhi Shao, Athman Bouguettaya:
  Web Service Classification Using Support Vector Machine. 3-6
  
• Milena R. P. Souza, George D. C. Cavalcanti, Ing Ren Tsang:
  Off-line Signature Verification: An Approach Based on Combining Distances and One-class Classifiers. 7-11
  
• Viet-Vu Vu, Nicolas Labroche, Bernadette Bouchon-Meunier:
  Active Learning for Semi-Supervised K-Means Clustering. 12-15
  

Swarm Intelligence

• Agustin Antonissen, María Cristina Riff Rojas:
  An Ant Based Approach for Generating Procedural Animations. 19-26
  
• Katsunori Tawara, Naoto Mukai:
  Traffic Signal Control by Using Traffic Congestion Prediction Based on Pheromone Model. 27-30
  
• Paulo Roberto Ferreira Jr., Ana L. C. Bazzan:
  Action Selection and Sequencing in Multiagent Systems: An Approximate Algorithm Based on Swarm Intelligence. 31-34
  
• Lhassane Idoumghar, Maha Idrissi-Aouad, Mahmoud Melkemi, René Schott:
  Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems. 35-42
  

Constraint Programming

• Arnaud Lallouet, Matthieu Lopez, Lionel Martin, Christel Vrain:
  On Learning Constraint Problems. 45-52
  
• Alejandro Arbelaez, Youssef Hamadi, Michèle Sebag:
  Continuous Search in Constraint Programming. 53-60
  
• Nadjib Lazaar, Arnaud Gotlieb, Yahia Lebbah:
  Fault Localization in Constraint Programs. 61-67
  
• Jean-Marc Astesana, Laurent Cosserat, Hélène Fargier:
  Constraint-based Vehicle Configuration: A Case Study. 68-75
  

Machine Learning and Classification Techniques II

• Raghvendra Mall, Prakhar Jain, Vikram Pudi:
  PERFICT: Perturbed Frequent Itemset Based Classification Technique. 79-86
  
• Nabila Nouaouria, Mounir Boukadoum:
  Particle Swarm Classification for High Dimensional Data Sets. 87-93
  
• Naohiro Ishii, Yuichi Morioka, Hiroaki Kimura, Yongguang Bao:
  Classification by Partil Data of Multiple Reducts-kNN with Confidence. 94-101
  

Evolutionary Algorithms and Meta-Heuristics

• Di Jin, Dongxiao He, Dayou Liu, Carlos Baquero:
  Genetic Algorithm with Local Search for Community Mining in Complex Networks. 105-112
  
• Pablo Azevedo Sampaio, Geber Ramalho, Patrícia Tedesco:
  The Gravitational Strategy for the Timed Patrolling. 113-120
  
• Una Benlic, Jin-Kao Hao:
  An Effective Multilevel Memetic Algorithm for Balanced Graph Partitioning. 121-128
  
• Gustavo H. L. Pinto, Silvia Regina Vergilio:
  A Multi-Objective Genetic Algorithm to Test Data Generation. 129-134
  

AI in Software Engineering

• Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya:
  Attribute Selection and Imbalanced Data: Problems in Software Defect Prediction. 137-144
  
• Hongbing Wang, Xuan Zhou, Xiang Zhou, Weihong Liu, Wenya Li:
  Adaptive and Dynamic Service Composition Using Q-Learning. 145-152
  
• Mohammad Moshirpour, Abdolmajid Mousavi, Behrouz H. Far:
  A Technique and a Tool to Detect Emergent Behavior of Distributed Systems Using Scenario-Based Specifications. 153-159
  
• Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio Soares:
  Hybrid Intelligent Design of Morphological-Rank-Linear Perceptrons for Software Development Cost Estimation. 160-167
  

Robotics, Image Processing and Understanding

• Congfu Xu, Yafang Chen, Kevin Chiew:
  An Approach to Image Spam Filtering Based on Base64 Encoding and N-Gram Feature Extraction. 171-177
  
• Juan F. Ramirez Rochac, Lily Rui Liang, Byunggu Yu, Zhao Lu:
  An Adaptive Fuzzy Classifier Approach to Edge Detection in Latent Fingerprint Images. 178-185
  
• Sanaz Taleghani, Maziar Ahmad Sharbafi, Abolfazl Toroghi Haghighat, Edris Esmaeili:
  ICE Matching, a Robust Mobile Robot Localization with Application to SLAM. 186-192
  
• Emna Ayari, Samah Hadouaj, Khaled Ghédira:
  A Multi-agent Simulation Model Based on Fuzzy Logic to Predict Conflict Situations for Autonomous Robot Navigation. 193-196
  
• Tianxia Gong, Shimiao Li, Chew Lim Tan:
  A Semantic Similarity Language Model to Improve Automatic Image Annotation. 197-203
  

Logic-Based Approaches

• Claudette Cayrol, Caroline Devred, Marie-Christine Lagasquie-Schiex:
  Dialectical Proofs Accounting for Strength of Attacks in Argumentation Systems. 207-214
  
• Farid Nouioua, Vincent Risch:
  Bipolar Argumentation Frameworks with Specialized Supports. 215-218
  
• Leila Amgoud, Srdjan Vesic:
  On the Role of Preferences in Argumentation Frameworks. 219-222
  
• Philippe Balbiani:
  Coherence Test on Graphs Constraints between Hyperintervals. 223-226
  
• Daniel Goossens:
  A Dynamic Boolean Knowledge Base. 227-230
  

Data Mining

• Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao:
  Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells. 233-240
  
• Fei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, Ertian Hua:
  Sequential Pattern Mining with Wildcards. 241-247
  
• Peter Z. Yeh, Colin A. Puri:
  An Efficient and Robust Approach for Discovering Data Quality Rules. 248-255
  
• Elio Masciari:
  Lifting Trajectories for Effective Clustering. 256-259
  

SAT and Constraints Solving I

• Philippe Jégou, Cyril Terrioux:
  A New Filtering Based on Decomposition of Constraint Sub-Networks. 263-270
  
• Jérémie Vautard, Arnaud Lallouet, Youssef Hamadi:
  A Parallel Solving Algorithm for Quantified Constraints Problems. 271-274
  
• Deepak Mehta, Barry O'Sullivan, Luis Quesada:
  Preferred Explanations for Quantified Constraint Satisfaction Problems. 275-278
  

Uncertainty Handling

• Wei Chen, Shaohua Tan:
  Robust Value-at-Risk Optimization with Interval Random Uncertainty Set. 281-286
  
• Zied Elouedi, Eric Lefevre, David Mercier:
  Discountings of a Belief Function Using a Confusion Matrix. 287-294
  
• Jianbing Ma, Weiru Liu, Didier Dubois, Henri Prade:
  Revision Rules in the Theory of Evidence. 295-302
  
• Hua Mu, Meiping Wu, Hongxu Ma, Tim Bailey:
  Lazy Probability Propagation on Gaussian Bayesian Networks. 303-310
  

Natural Language Processing

• Ryohei Ageishi, Takao Miura:
  Automatic Extraction of Synonyms Based on Statistical Machine Translation. 313-317
  
• Ho Chuk Fong, Masrah Azrifah Azmi Murad, Shyamala C. Doraisamy, Rabiah Abdul Kadir:
  Measuring Sentence Similarity from Both the Perspectives of Commonalities and Differences. 318-322
  
• Asif Ekbal, Sriparna Saha, Mohammed Hasanuzzaman:
  Multiobjective Approach for Feature Selection in Maximum Entropy Based Named Entity Recognition. 323-326
  

SAT and Constraints Solving II

• Belaid Benhamou, Tarek Nabhani, Richard Ostrowski, Mohamed Réda Saïdi:
  Enhancing Clause Learning by Symmetry in SAT Solvers. 329-335
  
• Ruben Martins, Vasco M. Manquinho, Inês Lynce:
  Improving Search Space Splitting for Parallel SAT Solving. 336-343
  
• Chu Min Li, Zhe Quan:
  Combining Graph Structure Exploitation and Propositional Reasoning for the Maximum Clique Problem. 344-351
  
• Pablo San Segundo, Cristóbal Tapia:
  A New Implicit Branching Strategy for Exact Maximum Clique. 352-357
  

Inconsistency Handling

• Anthony Hunter, Matthew Williams:
  Argumentation for Aggregating Clinical Evidence. 361-368
  
• Philippe Besnard:
  Absurdity, Contradictions, and Logical Formalisms. 369-374
  
• Du Zhang:
  Toward a Classification of Antagonistic Manifestations of Knowledge. 375-382
  
• Martin Gebser, Arne König, Torsten Schaub, Sven Thiele, Philippe Veber:
  The BioASP Library: ASP Solutions for Systems Biology. 383-389
  

Machine Learning and Classification Techniques III

• Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton:
  Gaussian Processes with OAD Covariance Function for Hyperspectral Data Classification. 393-400
  
• Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas:
  Instance-Based Ensemble Pruning via Multi-Label Classification. 401-408
  
• Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas:
  Obtaining Bipartitions from Score Vectors for Multi-Label Classification. 409-416
  
• Marcelo V. de Oliveira, Estefhan Dazzi Wandekokem, Eduardo Mendel, Fábio Fabris, Flávio Miguel Varejão, Thomas W. Rauber, Rodgrigo Batista:
  A Comparison of Two Feature-Based Ensemble Methods for Constructing Motor Pump Fault Diagnosis Classifiers. 417-420
  

SAT and Constraints Solving III

• Tarik Hadzic, Helmut Simonis:
  Multicriteria Reasoning Considering Reliability or Availability. 423-430
  
• Thierry Petit, Jean-Charles Régin:
  The Ordered Distribute Constraint. 431-438
  
• Radu Marinescu:
  Best-First vs. Depth-First AND/OR Search for Multi-objective Constraint Optimization. 439-446
  
• Elnaz Bigdeli, Maryam Rahmaninia, Mohsen Afsharchi:
  PKOPT: Faster k-Optimal Solution for DCOP by Improving Group Selection Strategy. 447-454
  

Multiagents Systems

• Sergio Esparcia, Estefania Argente, Roberto Centeno, Ramón Hermoso:
  Enhancing MAS Environments with Organizational Mechanisms. 457-464
  
• Thomas Génin, Samir Aknine:
  Coalition Formation Strategies for Multiagent Hedonic Games. 465-472
  
• Sébastien Picant, Fabrice Bourge, Abdel-Illah Mouaddib:
  Towards a Multi-Agent Platform for Automatic B2B Exchanges. 473-480
  
• Annabelle Mercier, Michel Occello, Jean-Paul Jamont:
  Using Multiagent Self-organization Techniques to Improve Dynamic Skill Searching in Virtual Social Communities. 481-484
  

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