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ISMIS 2006 The 16th International Symposium on Methodologies for Intelligent Systems Scheduling of oral presentations September 27-29 Bari – Italy Department of Computer Science, Univeristy of Bari Day I Sept. 27th 08:00-13:30 Registration 09:00-09:30 Keynote Address - Aula II 09:30-10:30 Active Media Human-Computer Interaction (I) - Aula A Web Intelligence (I) - Aula B Coffee break 11:00-12:00 Invited Talk (Aula II) Steffen Staab 12:00-13:30 Knowledge Representation and Integration (I) - Aula A Machine Learning (I) - Aula B Lunch 15:00-16:45 Knowledge Discovery and Data Mining (I) - Aula A 15:00-16:15 Intelligent Information Systems (I) - Aula B Coffee break 16:30-18:00 Machine Learning (II) - Aula M Intelligent Information Systems (II) - Aula B 19:30 Welcome cocktail Day II Sept. 28th 08:00-13:30 Registration 08:30-10:30 Machine Learning (III) - Aula A Intelligent Agent Technology (I) - Aula B Coffee break 11:00-12:00 Invited Talk (Aula II) Ivan Bratko 12:00-13:00 Logic for AI and Logic Programming (I) - Aula M 12:00-13:30 Intelligent Information Retrieval (I) - Aula A 12:00-14:00 Computational Intelligence – Aula B Lunch 15:00-16:45 Logic for AI and Logic Programming (II) - Aula A Text Mining - Aula B 17:00 Leave to Sightseeing Tour & Social Dinner Day III Sept. 29th 08:00-13:30 Registration 09:00-10:30 Knowledge Discovery and Data Mining (II) - Aula A Intelligent Agent Technology (II) and Knowledge Representation and Integration (II) - Aula B Coffee break 11:00-12:00 Invited Talk (Aula II) Ramon Lopez De Mantaras 12:00-13:30 Knowledge Discovery and Data Mining (III) - Aula A 12:00-13:00 Intelligent Information Retrieval (II) - Aula B Lunch 15:00-16:00 Active Media Human-Computer Interaction (II) - Aula A 15:00-17:00 Knowledge Discovery and Data Mining (IV) - Aula B 16:00-17:00 Web Intelligence (II) & Intelligent Information Systems (III) - Aula M Closing Ceremony Day I Sept. 27th 08:00-13:30 Registration 09:00-09:30 Keynote Address 09:30-10:30 Active Media Human-Computer Interaction (I) [131] Decision Fusion of Shape and Motion Information Based on Bayesian Framework for Moving Object Classification in Image Sequences Heungkyu Lee, JungHo Kim and June Kim [171] Speech Emotion Recognition using Spiking Neural Networks Cosimo A. Buscicchio, Przemyslaw Gorecki and Laura Caponetti 09:30-10:30 Web Intelligence (I) [79] Mining Association Rules in Temporal Document Collections Kjetil Norvaag, Trond Oivind Eriksen and Kjell-Inge Skogstad [175] A Methodology for Building Semantic Web Mining Systems (short) Francesca A. Lisi [57] An Intelligent Personalized Service for Conference Participants (short) Marco Degemmis, Pasquale Lops and Pierpaolo Basile 10:30-11:00 Coffee break 11:00-12:00 Invited Talk Lifecycle Knowledge Management: Getting the Semantics Across in X-Media, Steffen Staab 12:00-13:30 Knowledge Representation and Integration (I) [71] A Declarative Kernel for ALC Concept Descriptions Nicola Fanizzi and Claudia d'Amato [158] Preferred Generalized Answers for Inconsistent Databases (short) Luciano Caroprese, Sergio Greco, Irina Trubitsyna and Ester Zumpano [189] Integration of Graph Based Authorization Policies Chun Ruan and Vijay Varadharajan 12:00-13:30 Machine Learning (I) [148] A Conditional Model for Tonal Analysis Daniele P. Radicioni and Roberto Esposito [200] Complex Adaptive Systems: Using a Free-Market Simulation to Estimate Attribute Relevance Christopher N. Eichelberger and Mirsad Hadzikadic [40] Learning Students' Learning Patterns with Support Vector Machines Chao-Lin Liu 13:30-15:00 Lunch 15:00-16:45 Knowledge Discovery and Data Mining (I) [70] Evaluating Learning Algorithms for a Rule Evaluation Support Method based on Objective Rule Evaluation Indices Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki and Takahira Yamaguchi [78] Quality Assessment of k-NN Multi-Label Classification for Music Data Alicja Wieczorkowska and Piotr Synak [197] A New Clustering Approach for Symbolic Data and its Validation: Application to the Healthcare Data Haytham Elghazel, Véronique Deslandres, Mohand-Said Hacid, Alain Dussauchoy and Hamamache Kheddouci [121] Towards a Framework For Inductive Querying (short) Jeroen S. de Bruin 15:00-16:15 Intelligent Information Systems (I) [95] OntoBayes Approach to Corporate Knowledge Yi Yang and Jacques Calmet [52] Employee Profiling in the Total Reward Management (short) Silverio Petruzzellis, Oriana Licchelli, Ignazio Palmisano, Valeria Bavaro and Cosimo Palmisano [173] Multi-Expression Face Recognition Using Neural Networks and Feature Approximation Adnan Khashman and Akram Abu Garad 16:15-16:30 Coffee break 16:30-18:00 Intelligent Information Systems (II) [68] Intelligent Methodologies for Scientific Conference Management Marenglen Biba, Stefano Ferilli, Nicola Di Mauro and Teresa Maria Altomare Basile [98] About Inclusion-based Generalized Yes/No Queries in a Possibilistic Database Context (short) Patrick Bosc, Nadia Lietard and Olivier Pivert [163] Flexible Querying of an Intelligent Information System for EU Joint Project Proposals in a Specific Topic (short) Stefan Trausan-Matu, Ruxandra Bantea, Vlad Posea, Diana Petrescu and Alexandru Gartner [92] Self-Supervised Relation Extraction from the Web Ronen Feldman, Benjamin Rosenfled, Stephen Soderland and Oren Etzioni 16:30-18:00 Machine Learning (II) [180] Hypothesis Diversity in Ensemble Classification Lorenza Saitta [26] Mining Tolerance Regions with Model Trees Annalisa Appice and Michelangelo Ceci [27] Lazy Learning from Terminological Knowledge Bases Claudia d'Amato and Nicola Fanizzi 19.30 Welcome cocktail Day II Sept. 28th 08:00-13:30 Registration 08:30-10:30 Machine Learning (III) [32] Diagnosis of Incipient Fault of Power Transformers Using SVM with Clonal Selection Algorithms Optimization Tsair-Fwu Lee, Ming-Yuan Cho, Chin-Shiuh Shieh, Hong-Jen Lee and Fu-Min Fang [102] Improving SVM-linear predictions using CART for example selection Joao M. Moreira, Alipio M. Jorge, Carlos Soares and Jorge Freire de Sousa [100] Optimisation and evaluation of random forests for imbalanced datasets Julien Thomas, Pierre-Emmanuel Jouve and Nicolas Nicoloyannis [94] Practical Approximation of Optimal Multivariate Discretization Tapio Elomaa, Jussi Kujala and Juho Rousu 08:30-10:30 Intelligent Agent Technology (I) [51] A Butler Agent for Personalized House Control Berardina De Carolis, Giovanni Cozzolongo and Sebastiano Pizzutilo [38] Intelligent Agents that Make Informed Decisions John Debenham and Elaine Lawrence [43] Using Intelligent Agents in e-government for supporting decision making about service proposals Pasquale De Meo, Giovanni Quattrone and Domenico Ursino [81] Incremental Aggregation on Multiple Continuous Queries Chun Jin and Jaime Carbonell 10:30-11:00 Coffee break 11:00-12:00 Invited Talk Argument-Based Machine Learning, Ivan Bratko 12:00-13:30 Intelligent Information Retrieval (I) [18] Flexible Querying of XML Documents Krishnaprasad Thirunarayan and Trivikram Immaneni [75] VIRMA: Visual Image Retrieval by shape MAtching Giovanna Castellano, Ciro Castiello and Anna Maria Fanelli [203] Business Intelligence in Large Organizations: Integrating Which Data? David Maluf, David Bell, Naveen Ashish, Peter Putz and Yuri Gawdiak 12:00-14:00 Computational Intelligence [122] Improving SVM Training by Means of NTIL when the Data Sets are Imbalanced Carlos E. Vivaracho [154] Evolutionary Induction of Cost-Sensitive Decision Trees (short) Marek Kretowski and Marek Grzes [39] Quantum-behaved Particle Swarm Optimization with Immune Operator Jing Liu, Jun Sun and Wenbo Xu [76] Particle Swarm Optimization-Based SVM for Incipient Fault (short) Classification of Power Transformers Tsair-Fwu Lee, Ming-Yuan Cho, ChinShiuh Shieh, Hong-Jen Lee and Fu-Min Fang [82] Genetic Algorithm based Approach for Multi-UAV Cooperative Reconnaissance Mission Planning Problem Jing Tian, Lincheng Shen and Yanxing Zheng 12:00-13:00 Logic for AI and Logic Programming (I) [34] Belief revision in the Situation Calculus without plausibility levels Robert Demolombe and Pilar Pozos Parra [99] Adding Efficient Data Management to Logic Programming Systems Giorgio Terracina, Nicola Leone, Vincenzino Lio and Claudio Panetta 13:30-15:00 Lunch 15:00-16:45 Logic for AI and Logic Programming (II) [42] Norms, Institutional Power and Roles: towards a logical framework Robert Demolombe and Vincent Louis [151] SAT as an effective solving technology for constraint problems Marco Cadoli, Toni Mancini and Fabio Patrizi [140] A Logic-Based Approach to Model Supervisory Control Systems (short) Pierangelo Dell'Acqua, Anna Lombardi and Luis Moniz Pereira [172] Dependency Tree Semantics Leonardo Lesmo and Livio Robaldo 15:00-16:45 Text Mining [36] Exploring Phrase-based Classification of Judicial Documents for Criminal Charges in Chinese Chao-Lin Liu and Chwen-Dar Hsieh [56] A proximity measure and a clustering method for concept extraction in an ontology building perspective Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin and Christel Vrain [60] Contextual Maps for browsing Huge Document Collections Krzysztof Ciesielski, Mieczyslaw Klopotek [54] Regularization for Unsupervised Classification on Taxonomies (short) Diego Sona, Sriharsha Veeramachaneni, Nicola Polettini and Paolo Avesani 17:00 Leave to Sightseeing Tour & Social Dinner Day III Sept. 29th 08:00-13:30 Registration 09:00-10:30 Knowledge Discovery and Data Mining (II) [96] A Methodological Contribution to Music Sequences Analysis Daniele P. Radicioni and Marco Botta [141] Towards constrained co-clustering in ordered 0/1 data sets Ruggero G. Pensa, Céline Robardet, Jean-Francois Boulicaut [193] Action Rules Discovery, a new simplified strategy Zbigniew W. Ras and Agnieszka Dardzinska 09:00-10:30 Intelligent Agent Technology (II) and Knowledge Representation and Integration (II) [114] Location-Aware Multi-Agent based Intelligent Services in Home Networks Minsoo Lee, Yong Kim, Yoonsik Uhm, Zion Hwang, Gwanyeon Kim, Sehyun Park and Ohyoung Song [144] A verifiable logic-based agent architecture Marco Alberti, Federico Chesani, Marco Gavanelli, Evelina Lamma and Paola Mello [119] A framework for defining and verifying clinical guidelines: a case study on cancer screening (short) Federico Chesani, Pietro De Matteis, Paola Mello, Marco Montali and Sergio Storari [84] RDF as Graph-Based, Diagrammatic Logic (short) Frithjof Dau 10:30-11:00 Coffee break 11:00-12:00 Invited Talk Play It Again: A Case-based Approach to Expressivity-preserving Tempo Transformations in Music, Ramon Lopez De Mantaras 12:00-13:30 Knowledge Discovery and Data Mining (III) [58] Supporting Visual Exploration of Discovered Association Rules through MultiDimensional Scaling Margherita Berardi, Annalisa Appice, Corrado Loglisci and Pietro Leo [194] Characteristics of Indiscernibility Degree in Rough Clustering Examined using Perfect Initial Equivalence Relations Shoji Hirano and Shusaku Tsumoto [85] Effective Mining of Fuzzy Multi-Cross-Level Weighted Association Rules Mehmet Kaya and Reda Alhajj 12:00-13:00 Intelligent Information Retrieval (II) [134] Asymmetric Page Split Generalized Index Search Trees for Formal Concept Analysis Ben Martin and Peter Eklund [182] Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain Rory A. Lewis, Xin Zhang and Zbigniew Ras 13:30-15:00 Lunch 15:00-17:00 Knowledge Discovery and Data Mining (IV) [195] Implication Strength of Classification Rules Gilbert Ritschard and Djamel A. Zighed [199] Action Rules Discovery System DEAR_3 Li-Shiang Tsay and Zbigniew W. Ras [164] A Comparative Analysis of Clustering Methodology and Application for Market Segmentation: K-means, SOM and a two-level SOM Sang-Chul Lee, Ja-Chul Gu and Yung-Ho Suh [201] Mining and Modeling Database User Access Patterns Qingsong Yao, Aijun An and Xiangji Huang 15:00-16:00 Active Media Human-Computer Interaction (II) [159] A Two-Stage Visual Turkish Sign Language Recognition System Based on Global and Local Features Hakan Haberdar and Songül Albayrak [190] Visualizing Transactional Data with Multiple Clusterings for Knowledge Discovery Nicolas Durand, and Bruno Crémilleux and Einoshin Suzuki 16:00-17:00 Web Intelligence (II) & Intelligent Information Systems (III) [72] The Consistent Data Replication Service for Distributed Computing Environments (short) Jaechun No, Chang Won Park and Sung Soon Park [49] Combining Multiple Email Filters Based On Multivariate Statistical Analysis Wenbin Li, Ning Zhong and Chunnian Liu [35] Classification of Polish Email Messages: Experiments with Various Data Representations (short) Jerzy Stefanowski and Marcin Zienkowicz 17:00 Closing Ceremony Published papers without oral presentations [19] An Optimization Model for Visual Cryptography Schemes with Unexpanded Shares Ching-Sheng Hsu, Shu-Fen Tu and Young-Chang Hou [28] A Fast Temporal Texture Synthesis Algorithm Using Segment Genetic Algorithm Wen-hui Li, Yu Meng, Zhen-hua Zhang, Dong-fei Liu and Jian-yuan Wang [37] An overview of alternative rule evaluation criteria and their use in separateand-conquer classifiers Fernando Berzal, Juan-Carlos Cubero, Nicolàs Marin and Josè-Luis Polo [80] AntTrend: Stigmergetic Discovery of Spatial Trends Ashkan Zarnani, Masoud Rahgozar, Caro Lucas and Azizollah Memariani [177] Representation Interest Point Using Empirical Mode Decomposition and Independent Components Analysis Dongfeng Han, Wenhui Li, Xiaosuo Lu, Yi Wang and Ming Li [132] Simulated Annealing Algorithm with Biased Neighborhood Distribution for training Profile Models Anton Bezuglov and Juan E. Vargas [184] Content-based Image Filtering for Recommendation Kyung-Yong Jung [192] Triangulation of Bayesian Networks using an Adaptive Genetic Algorithm Hao Wang, Kui Yu, Xindong Wu and Hongliang Yao [202] Score Distribution Approach to Automatic Kernel Selection for Image Retrieval Systems Anca Doloc-Mihu and Vijay V. Raghavan