23. ICTAI 2011: Boca Raton, FL, USA
IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, Boca Raton, FL, USA, November 7-9, 2011. IEEE 2011 ISBN 978-1-4577-2068-0
Qingguo Wang, Yi Shang, Dong Xu: A Hybrid Consensus and Clustering Method for Protein Structure Selection. 1-8
Stefania Montani, Giorgio Leonardi, Stefano Ghignone, Luisa Lanfranco: Flexible, Efficient and Interactive Retrieval for Supporting In-silico Studies of Endobacteria. 17-24
Jicheng Fu, Jerrad Genson, Yih-Kuen Jan, Maria Jones: Using Artificial Neural Network to Determine Favorable Wheelchair Tilt and Recline Usage in People with Spinal Cord Injury: Training ANN with Genetic Algorithm to Improve Generalization. 25-32
Karima Mouhoubi, Lucas Létocart, Céline Rouveirol: Itemset Mining in Noisy Contexts: A Hybrid Approach. 33-40
Eddy C. Borera, Brett L. Moore, Anthony G. Doufas, Larry D. Pyeatt: An Adaptive Neural Network Filter for Improved Patient State Estimation in Closed-Loop Anesthesia Control. 41-46
Alessandro Perolini, Sébastien Guérif: Simultaneous Feature and Model Selection for High-Dimensional Data. 47-50
Hongbing Wang, Jie Zhang, Yangyu Tang, Shizhi Shao: Collaborative Approaches to Complementing Qualitative Preferences of Agents for Effective Service Selection. 51-58

Damien Pellier, Bruno Bouzy, Marc Métivier: Using a Goal-Agenda and Committed Actions in Real-Time Planning. 74-81
Augusto A. B. Branquinho, Carlos R. Lopes, Thiago F. Naves: Developing Strategies for Improving Planning and Scheduling of Actions in RTS Games. 82-89
James J. Lu, Sebastien Siva: Key-Based Problem Decomposition for Relational Constraint Satisfaction Problems. 90-95
Fabio A. Guilherme da Silva, Angelo E. M. Ciarlini, Sean W. M. Siqueira: A Planning Algorithm for Incorporating Attempts and Nondeterminism into Interactive Stories. 96-101
Gianni Costa, Riccardo Ortale, Ettore Ritacco: Effective XML Classification Using Content and Structural Information via Rule Learning. 102-109
Kleber Jacques Ferreira de Souza, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Jean Cousty: A Simple Hierarchical Clustering Method for Improving Flame Pixel Classification. 110-117
Vinicius R. Pereira Borges, Célia A. Zorzo Barcelos, Denise Guliato, Marcos Aurélio Batista: A Selective Fuzzy Region Competition Model for Multiphase Image Segmentation. 118-125
Aurélien Bellet, Marc Sebban, Amaury Habrard: An Experimental Study on Learning with Good Edit Similarity Functions. 126-133
Everton B. Lacerda, Carlos A. B. Mello: Segmentation of Touching Handwritten Digits Using Self-Organizing Maps. 134-137
Kazunori Iwata, Toyoshiro Nakashima, Yoshiyuki Anan, Naohiro Ishii: Effort Prediction Models Using Self-Organizing Maps for Embedded Software Development Projects. 142-147
Jianye Hao, Ho-Fung Leung: Learning to Achieve Social Rationality Using Tag Mechanism in Repeated Interactions. 148-155
Diana C. Cavalcanti, Ricardo Bastos Cavalcante Prudêncio, Shreyasee S. Pradhan, Jatin Shah, Ricardo Pietrobon: Good to be Bad? Distinguishing between Positive and Negative Citations in Scientific Impact. 156-162
Amandine Dubois, Abdallah Dib, François Charpillet: Using HMMs for Discriminating Mobile from Static Objects in a 3D Occupancy Grid. 170-176
João Fausto Lorenzato de Oliveira, Teresa Bernarda Ludermir: Homogeneous Ensemble Selection through Hierarchical Clustering with a Modified Artificial Fish Swarm Algorithm. 177-180
Amaury Habrard, Jean-Philippe Peyrache, Marc Sebban: Domain Adaptation with Good Edit Similarities: A Sparse Way to Deal with Scaling and Rotation Problems in Image Classification. 181-188
Cristina E. Manfredotti, David J. Fleet, Howard J. Hamilton, Sandra Zilles: Simultaneous Tracking and Activity Recognition. 189-196
Qi Li: Scale Assignment for Imbalanced Points. 197-204
Aida Jarraya, Philippe Leray, Afif Masmoudi: Discrete Exponential Bayesian Networks: An Extension of Bayesian Networks to Discrete Natural Exponential Families. 205-208
Mingming Xiao, Jun Zhang, Kaiquan Cai, Xianbin Cao, Ke Tang: Cooperative Co-evolution with Weighted Random Grouping for Large-Scale Crossing Waypoints Locating in Air Route Network. 215-222
Zhanghui Chen, Baoyao Zhou, Alvis Cheuk M. Fong: Does There Exist Relationship between Personality and Handwriting of Chinese Characters? A View from Image Mining. 229-232
Lara Quijano Sánchez, Juan A. Recio-García, Belén Díaz-Agudo: HappyMovie: A Facebook Application for Recommending Movies to Groups. 239-244
Luciano S. de Souza, Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, Flávia de Almeida Barros: A Multi-objective Particle Swarm Optimization for Test Case Selection Based on Functional Requirements Coverage and Execution Effort. 245-252
Elaine Wah, Yi Mei, Benjamin W. Wah: Portfolio Optimization through Data Conditioning and Aggregation. 253-260
Dung H. Phan, Junichi Suzuki, Pruet Boonma: SMSP-EMOA: Augmenting SMS-EMOA with the Prospect Indicator for Multiobjective Optimization. 261-268
Mohamed Farouk Abdel Hady, Wesam Herbawi, Michael Weber, Friedhelm Schwenker: A Multi-objective Genetic Algorithm for Pruning Support Vector Machines. 269-275
Dung H. Phan, Junichi Suzuki: Boosting Indicator-Based Selection Operators for Evolutionary Multiobjective Optimization Algorithms. 276-281
Wesam Herbawi, Michael Weber: Ant Colony vs. Genetic Multiobjective Route Planning in Dynamic Multi-hop Ridesharing. 282-288
Arnaud Canu, Abdel-Illah Mouaddib: Collective Decision-Theoretic Planning for Planet Exploration. 289-296
Masood Feyzbakhsh Rankooh, Gholamreza Ghassem-Sani: A Complete State-Space Based Temporal Planner. 297-304
J. H. M. Lee, Y. W. Shum: Modeling Soft Global Constraints as Linear Programs in Weighted Constraint Satisfaction. 305-312
Ruben Martins, Vasco M. Manquinho, Inês Lynce: Exploiting Cardinality Encodings in Parallel Maximum Satisfiability. 313-320
Fabiana Lorenzi, Mara Abel, Stanley Loh, André Peres: Enhancing the Quality of Recommendations through Expert and Trusted Agents. 329-335
Sina Honari, Brigitte Jaumard, Jamal Bentahar: Under Uncertainty Trust Estimation through Unknown Agents, in a Multi-valued Trust Environment. 336-343
Tomás Arredondo, Patricio Castillo, Pablo Benapres, Javiera Quiroz, Miguel Torres: A Biologically Inspired Memory in a Multi-agent Based Robotic Architecture. 344-351
Kensuke Takahashi, Toshio Hirotsu, Toshiharu Sugawara: Adaptive Routing Point Control in Virtualized Local Area Networks Using Particle Swarm Optimizations. 352-360
Olivier Simonin, Thomas Huraux, François Charpillet: Interactive Surface for Bio-inspired Robotics, Re-examining Foraging Models. 361-368
Yanli Li, Zhong Zhou, Wei Wu: Combining Shape and Appearance for Automatic Pedestrian Segmentation. 369-376
Elio Masciari: Trajectory Outlier Detection Using an Analytical Approach. 377-384
Ali Bou Nassif, Luiz Fernando Capretz, Danny Ho: Estimating Software Effort Based on Use Case Point Model Using Sugeno Fuzzy Inference System. 393-398
Manuel Yguel, Olivier Aycard: 3D Mapping of Outdoor Environment Using Clustering Techniques. 403-408
Hui Wei, Qingsong Zuo, Bo Lang: A Bio-inspired Model for Image Representation and Image Analysis. 409-413
Xindong Wu, Fei Xie, Gong-Qing Wu, Wei Ding: Personalized News Filtering and Summarization on the Web. 414-421
Yaxin Bi, Shengli Wu, Hui Wang, Gongde Guo: Combination of Evidence-Based Classifiers for Text Categorization. 422-429
Weronika T. Adrian, Szymon Bobek, Grzegorz J. Nalepa, Krzysztof Kaczor, Krzysztof Kluza: How to Reason by HeaRT in a Semantic Knowledge-Based Wiki. 438-441
Lakshmi Ramachandran, Edward F. Gehringer: Determining Degree of Relevance of Reviews Using a Graph-Based Text Representation. 442-445
WenHan Chao, ZhouJun Li: Improved Graph-Based Bilingual Corpus Selection with Sentence Pair Ranking for Statistical Machine Translation. 446-451
Mohammad Oliya, Jian Zhu, Hung Keng Pung, Antoine Veillard: Incremental Query Answering over Dynamic Contextual Information. 452-455
Qiangfeng Peter Lau, Mong-Li Lee, Wynne Hsu: Distributed Coordination Guidance in Multi-agent Reinforcement Learning. 456-463
Mohamed Hilia, Abdelghani Chibani, Yacine Amirat, Karim Djouani: Cross-Organizational Cooperation Framework for Security Management in Ubiquitous Computing Environment. 464-471
Yang Yuan: A Fast Parallel Branch and Bound Algorithm for Treewidth. 472-479
Luigi Portinale, Daniele Codetta Raiteri: Using Dynamic Decision Networks and Extended Fault Trees for Autonomous FDIR. 480-484

Facundo Bromberg, Federico Schlüter, Alejandro Edera: Independence-Based MAP for Markov Networks Structure Discovery. 497-504
Jie Jin, Lei Pan, Chongjun Wang, Junyuan Xie: A Center-Based Community Detection Method in Weighted Networks. 513-518
Roberto Centeno, Holger Billhardt, Ramón Hermoso: An Adaptive Sanctioning Mechanism for Open Multi-agent Systems Regulated by Norms. 523-530
Michael W. Floyd, Babak Esfandiari: A Case-Based Reasoning Framework for Developing Agents Using Learning by Observation. 531-538
Rani Qumsiyeh, Yiu-Kai Ng: ReadAid: A Robust and Fully-Automated Readability Assessment Tool. 539-546
Sergio Esparcia, Roberto Centeno, Ramón Hermoso, Estefania Argente: Artifacting and Regulating the Environment of a Virtual Organization. 547-554
Imen Saffar, Arnaud Doniec, Jacques Boonaert, Stéphane Lecoeuche: Multi-agent Simulation Design Driven by Real Observations and Clustering Techniques. 555-560
Mohamad El Falou, Maroua Bouzid, Abdel-Illah Mouaddib, Thierry Vidal: A Self Healing Action Composition Agent. 561-566
Anderson B. dos S. Dantas, Francisco de A. T. de Carvalho: Adaptive Batch SOM for Multiple Dissimilarity Data Tables. 575-578
Sven Schneider, Arman Melkumyan, Richard J. Murphy, Eric Nettleton: Classification of Hyperspectral Imagery Using GPs and the OAD Covariance Function with Automated Endmember Extraction. 579-584
Olivier Aycard, Trung-Dung Vu, Qadeer Baig, Thierry Fraichard: A Generic Architecture for Dynamic Outdoor Environment. 585-590
Antoine Veillard, Daniel Racoceanu, Stéphane Bressan: Incorporating Prior-Knowledge in Support Vector Machines by Kernel Adaptation. 591-596
Tarik Hadzic, Kenneth N. Brown, Cormac J. Sreenan: Real-Time Pedestrian Evacuation Planning during Emergency. 597-604
Stefano Bistarelli, Francesco Santini: ConArg: A Constraint-Based Computational Framework for Argumentation Systems. 605-612
Zainab Assaghir, Amedeo Napoli, Mehdi Kaytoue, Didier Dubois, Henri Prade: Numerical Information Fusion: Lattice of Answers with Supporting Arguments. 621-628
Claudette Cayrol, Marie-Christine Lagasquie-Schiex: Weighted Argumentation Systems: A Tool for Merging Argumentation Systems. 629-632
Leila Amgoud, Philippe Besnard, Srdjan Vesic: Identifying the Core of Logic-Based Argumentation Systems. 633-636
Xuena Geng, Dantong Ouyang, Jinsong Guo, Xiaoyu Wang: Disassembling and Reconstructing Algorithms for Discrete Event Systems. 637-640
Tero Laitinen, Tommi A. Junttila, Ilkka Niemelä: Equivalence Class Based Parity Reasoning with DPLL(XOR). 649-658
Jianfeng Du, Guilin Qi, Jeff Z. Pan, Yi-Dong Shen: A Decomposition-Based Approach to OWL DL Ontology Diagnosis. 659-664
Nicolae Tandareanu, Cristina Zamfir: New Computational Aspects in Master-Slave Systems of Semantic Schemas. 665-668
Mohammed Maree, Saadat M. Alhashmi, Mohammed Belkhatir: A Unified Ontology Merging and Enrichment Framework. 669-674
Raouia Ayachi, Nahla Ben Amor, Salem Benferhat: An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks. 675-678

Moez Essaidi, Aomar Osmani, Céline Rouveirol: Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming. 693-700
Pavel Surynek: Redundancy Elimination in Highly Parallel Solutions of Motion Coordination Problems. 701-708
Sherin M. Youssef: A New Hybrid Evolutionary-Based Data Clustering Using Fuzzy Particle Swarm Optimization. 717-724
Marc Bernard, Baptiste Jeudy, Jean-Philippe Peyrache, Marc Sebban, Franck Thollard: Using the H-Divergence to Prune Probabilistic Automata. 725-731
Yoshitaka Kameya: Time Series Discretization via MDL-Based Histogram Density Estimation. 732-739
Marijn Schraagen: Complete Coverage for Approximate String Matching in Record Linkage Using Bit Vectors. 740-747
Mathieu Guillame-Bert, James L. Crowley: New Approach on Temporal Data Mining for Symbolic Time Sequences: Temporal Tree Associate Rules. 748-752
Guojun Mao, Yi Yang: A Micro-cluster Based Ensemble Approach for Classifying Distributed Data Streams. 753-759
Jun Li, Peng Wang, Peng Zhang, Jianlong Tan: Adaptive Shared-Filter Ordering for Efficient Multimedia Stream Monitoring. 760-763
Thomas Geier, Susanne Biundo: Approximate Online Inference for Dynamic Markov Logic Networks. 764-768
Jimmy Ho-Man Lee, Terrence W. K. Mak, Justin Yip: Weighted Constraint Satisfaction Problems with Min-Max Quantifiers. 769-776
Christian Bessiere, El-Houssine Bouyakhf, Younes Mechqrane, Mohamed Wahbi: Agile Asynchronous Backtracking for Distributed Constraint Satisfaction Problems. 777-784
Hadrien Cambazard, Deepak Mehta, Barry O'Sullivan, Luis Quesada, Marco Ruffini, David B. Payne, Linda Doyle: A Combinatorial Optimisation Approach to the Design of Dual Parented Long-Reach Passive Optical Networks. 785-792
Hiroshi Hosobe: A Simplex-Based Scalable Linear Constraint Solver for User Interface Applications. 793-798
Assef Chmeiss, Jean-François Condotta: Consistency of Triangulated Temporal Qualitative Constraint Networks. 799-802

Ali Shojaee Bakhtiari, Nizar Bouguila: An Expandable Hierarchical Statistical Framework for Count Data Modeling and Its Application to Object Classification. 817-824
Sotirios P. Chatzis, Dimitrios Korkinof, Yiannis Demiris: The One-Hidden Layer Non-parametric Bayesian Kernel Machine. 825-831
Mohamed Bouguessa: An Unsupervised Approach for Identifying Spammers in Social Networks. 832-840
Christian Kroer, Yuri Malitsky: Feature Filtering for Instance-Specific Algorithm Configuration. 849-855
Andre Burkovski, Sebastian Klenk, Gunther Heidemann: Similarity Calculation with Length Delimiting Dictionary Distance. 856-864
Manoranjan Dash, Yew-Soon Ong: RELIEF-C: Efficient Feature Selection for Clustering over Noisy Data. 869-872
Yoshitaka Kameya, Satoru Nakamura, Tatsuya Iwasaki, Taisuke Sato: Verbal Characterization of Probabilistic Clusters Using Minimal Discriminative Propositions. 873-875
Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent: Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification. 876-878
Malak Alshawabkeh, Javed A. Aslam, David R. Kaeli, Jennifer G. Dy: A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. 879-881
Achudhan Sivakumar, Colin Keng-Yan Tan: Anytime Heuristic for Determining Agent Paths That Minimize Maximum Latency in a Sparse DTN. 882-883
Lei Pan, Chongjun Wang, Junyuan Xie, Meilin Liu: Detecting Link Communities Based on Local Approach. 884-886
Sami J. Habib, Paulvanna Nayaki Marimuthu: Molecular Assembly Tool for Synthesizing Multitier Computer Networks. 887-888
Chaker Jebari: An Improved Centroid-Based Approach for Multi-label Classification of Web Pages by Genre. 889-890
Ahmed M. A. Haidar: Optimal Location of Distributed Generation Using Intelligent Optimization. 891-893
Yan Zhang, Yiyu Jia, Chunying Zhao: Top Subspace Synthesizing for Promotional Subspace Mining. 894-895
Madeleine El-Zaher, Franck Gechter, Pablo Gruer, Mohammad Hajjar: A New Linear Platoon Model Based on Reactive Multi-agent Systems. 898-899
Rui Chu, Dongdong Yan, YouFei Cai, ChiFei Zhou: A Study of Risk Analysis Methods Based on Uncertain Event Analysis in Strategy Decision-Making. 900-901
Nathalie Girard, Karell Bertet, Muriel Visani: Local Discretization of Numerical Data for Galois Lattices. 902-903
Angel L. Garrido, Oscar Gomez, Sergio Ilarri, Eduardo Mena: NASS: News Annotation Semantic System. 904-905
Jing Liao, Yaxin Bi, Chris D. Nugent: A Weight Factor Algorithm for Activity Recognition Utilizing a Lattice-Based Reasoning Structure. 906-907
Joohee Suh, Chong-woo Woo: Design and Development of a Social Intelligence Based Context-Aware Middleware Using BlackBoard. 908-910
Vahid Azadehgan, Alireza Sooni, Nafiseh Jafarian, Deniz Khateri: A New Hybrid Algorithm for Multiobjective Optimization. 911-913
Andrej Chovanec, Roman Barták: Boosting Inductive Logic Programming via Decomposition, Merging, and Refinement. 914-915
Michael Morak, Nysret Musliu, Reinhard Pichler, Stefan Rümmele, Stefan Woltran: A New Tree-Decomposition Based Algorithm for Answer Set Programming. 916-918
Hakim Lounis, Tamer Fares Gayed, Mounir Boukadoum: Machine-Learning Models for Software Quality: A Compromise between Performance and Intelligibility. 919-921

Andrei Doncescu, Pierre Siegel: The Logic of Hypothesis Generation in Kinetic Modeling of System Biology. 927-929
Stefano Bistarelli, Giorgio Gosti, Francesco Santini: Solving Fuzzy DCSPs with Naming Games. 930-931
Rommel A. Benites Palomino, Lily R. Liang: Cloud Parallel Genetic Algorithm for Gene Microarray Data Analysis. 932-933
Daniel L. Elliott, Russell E. Valentine: Recurrent Neural Networks for Moisture Content Prediction in Seed Corn Dryer Buildings. 934-935
Patricia Crossno, Andrew T. Wilson, Timothy M. Shead, Daniel M. Dunlavy: TopicView: Visually Comparing Topic Models of Text Collections. 936-943
Patrick Schone, Tim Allison, Chris Giannella, Craig Pfeifer: Bootstrapping Multilingual Relation Discovery Using English Wikipedia and Wikimedia-Induced Entity Extraction. 944-951
Peng Wang, Yue You, Baowen Xu, Jianyu Zhao: Extracting Academic Information from Conference Web Pages. 952-959
Minho Kim, Hyuk-Chul Kwon: Lyrics-Based Emotion Classification Using Feature Selection by Partial Syntactic Analysis. 960-964
Heum Park, Eunsun Kim, Kuk-Jin Bae, Hyuk Hahn, Tae-Eung Sung, Hyuk-Chul Kwon: Detection and Analysis of Trend Topics for Global Scientific Literature Using Feature Selection Based on Gini-Index. 965-969
Salem Alelyani, Huan Liu, Lei Wang: The Effect of the Characteristics of the Dataset on the Selection Stability. 970-977
Randall Wald, Taghi M. Khoshgoftaar, John C. Sloan: Feature Selection for Vibration Sensor Data Transformed by a Streaming Wavelet Packet Decomposition. 978-985
Huanjing Wang, Taghi M. Khoshgoftaar: Measuring Stability of Threshold-Based Feature Selection Techniques. 986-993
Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, Rodrigo Fernandes de Mello, Salem Alelyani, Huan Liu: Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach. 994-997
Iryna Skrypnyk: Irrelevant Features, Class Separability, and Complexity of Classification Problems. 998-1003
Kehan Gao, Taghi M. Khoshgoftaar, Amri Napolitano: Impact of Data Sampling on Stability of Feature Selection for Software Measurement Data. 1004-1011
Janell Duhaney, Taghi M. Khoshgoftaar, John C. Sloan: Feature Selection on Dynamometer Data for Reliability Analysis. 1012-1019
Nizar Bouguila: Count Data Clustering Using Unsupervised Localized Feature Selection and Outliers Rejection. 1020-1027
Miguel García-Torres, Roberto Ruíz, Belén Melián-Batista, José A. Moreno-Pérez, J. Marcos Moreno-Vega: A Two-Phase Heuristic Construction of Feature Sets for Classification. 1028-1031
Pallabi Parveen, Zackary R. Weger, Bhavani M. Thuraisingham, Kevin W. Hamlen, Latifur Khan: Supervised Learning for Insider Threat Detection Using Stream Mining. 1032-1039
Kittichai Lavangnananda, Pantharee Sawasdimongkol: Capability of Classification of Control Chart Patterns Classifiers Using Symbolic Representation Preprocessing and Evolutionary Computation. 1047-1052
Qingfeng Tan, Peipeng Liu, Jinqiao Shi, Xiao Wang, Li Guo: A Covert Communication Method Based on User-Generated Content Sites. 1053-1056
Fuad M. Abinader Jr., Alynne C. S. de Queiroz, Daniel W. Honda: Self-Organized Hierarchical Methods for Time Series Forecasting. 1057-1062
Salem Benferhat, Abdelhamid Boudjelida: Adding Constraints and Flexible Preferences in Travel Reservation Systems. 1063-1068
Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme: Towards Optimal Active Learning for Matrix Factorization in Recommender Systems. 1069-1076
Mustansar Ali Ghazanfar, Sándor Szedmák, Adam Prügel-Bennett: Incremental Kernel Mapping Algorithms for Scalable Recommender Systems. 1077-1084
Bin Li: Cross-Domain Collaborative Filtering: A Brief Survey. 1085-1086
Robert Bisewski, Pradeep K. Atrey: Toward a Remote-Controlled Weapon-Equipped Camera Surveillance System. 1087-1092
Nikolaos G. Bourbakis, Sokratis Makrogiannis, D. Kapogiannis: A Synergistic Model for Monitoring Brain's Changes: A Case Study. 1093-1098
Alexandros Pantelopoulos, Nikolaos G. Bourbakis: ECG Beat Classification Using Optimal Projections in Overcomplete Dictionaries. 1099-1105



