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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