Foundations of Intelligent Systems

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1 Ning Zhong Zbigniew W. Ras Shusaku Tsumoto Einoshin Suzuki (Eds.) Foundations of Intelligent Systems 14th International Symposium, ISMIS 2003 Maebashi City, Japan, October 28-31, 2003 Proceedings Springer

2 Table of Contents Invited Papers New Challenges in the World Wide Wisdom Web (W4) Research 1 Jiming Liu Grounding to the Real World - Architecture for Ubiquitous Computing - 7 Hideyuki Nakashima Data Mining: Fast Algorithms vs. Fast Results 12 Raghu Ramakrishnan Knowledge Discovery Services and Tools on Grids 14 Domenico Talia Regular Papers 1A Knowledge Discovery and Data Mining (1) Space Decomposition in Data Mining: A Clustering Approach 24 Lior Rokach, Oded Maimon, Inbal Lavi Time Series Rule Discovery: Tough, Not Meaningless 32 Zbigniew R. Struzik Mining Diagnostic Rules with Taxonomy from Medical Databases 40 Shusaku Tsumoto \ Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes 49 Michelangelo Ceci, Annalisa Appice, Donato Malerba Goodness-of-Fit Measures for Induction Trees 57 Gilbert Ritschard, Djamel A. Zighed IB Knowledge Representation and Integration PDL with Maximum Consistency Monitors 65 Elisa Bertino, Alessandra Mileo, Alessandro Provetti Comparing and Merging Ontologies: A Concept Type Hierarchy Approach 75 Dan Corbett

3 VIII Table of Contents Integrating Information under Lattice Structure 83 V. Phan-Luong, T.T. Pham, R. Jeansoulin Functional Ontology for Intelligent Instruments 88 Richard Dapoigny, Eric Benoit, Laurent Foulloy Constructing an Ontology Based on Hub Words 93 Sang Ok Koo, Soo Yeon Lim, Sang Jo Lee 2A Intelligent Information Systems (1) Integration of Heterogeneous, Imprecise and Incomplete Data: An Application to the Microbiological Risk Assessment 98 Patrice Buche, Ollivier Haemmerle, Rallou Thomopoulos Intelligent Protein 3D Structure Retrieval System 108 Yiqiang Chen, Wen Gao, Lijuan Duan, Xiang Chen, Charles X. Ling Cognitive Vision Systems in Medical Applications 116 Marek R. Ogiela, Ryszard Tadeusiewicz An Automated School Timetabling System Using Hybrid Intelligent Techniques 124 Alvin CM. Kwan, Ken C.K. Chung, Kammy K.K. Yip, Vincent Tarn Representing Audio Data by FS-Trees and Adaptable TV-Trees 135 Alicja A. Wieczorkowska, Zbigniew W. Ras, Li-Shiang Tsay 2B Rough Sets A Framework of Rough Sets Based Rule Generation in Non-deterministic Information Systems 143 Hiroshi Sakai \ Granular Computing Based on Rough Sets, Quotient Space Theory, and Belief Functions. 152 Yiyu Yao, Churn-Jung Liau, Ning Zhong Searching for the Complex Decision Reducts: The Case Study of the Survival Analysis 160 Jan Bazan, Andrzej Skowron, Dominik Slezak, Jakub Wroblewski Clustering Supermarket Customers Using Rough Set Based Kohonen Networks 169 Pawan Lingras, Mofreh Hogo, Miroslav Snorek, Bill Leonard Multi-rough Sets and Generalizations of Contexts in Multi-contexts Information System 174 Roily Intan, Masao Mukaidono

4 Table of Contents IX 3A Intelligent Agent Technology (1) MetaNews: An Information Agent for Gathering News Articles on the Web 179 Dae-Ki Kang, Joongmin Choi Enacting an Agent-Based Digital Self in a 24x7 Web Services World 187 Steve Goschnick Light-Weight Agents for E-learning Environments 197 Kevin Chan, Leon Sterling Towards a Pragmatic Methodology for Open Multi-agent Systems 206 Philippe Mathieu, Jean-Christophe Routier, Yann Secq Using Similarity to Implement Distributed Ubiquitous Software Services 211 Abdelkader Gouaich MIC*: Algebraic Agent Environment 216 Abdelkader Gouaich, Yves Guiraud Using the SPACE Intermediate Model to Help to Implement Agents Dominique Fournier, Bruno Mermet, Gaele Simon, Marianne Flouret Belief Revision and Text Mining for Adaptive Recommender Agents 226 Raymond Y.K. Lau, Peter van den Brand 3B Intelligent Information Systems (2) NETMARK: A Schema-Less Extension for Relational Databases for Managing Semi-structured Data Dynamically 231 David A. Maluf, Peter B. Tran Program Generation for Application Domain Users by Selecting Model Candidates 242 Takumi Aida, Setsuo Ohsuga Traffic Sign Recognition in Disturbing Environments 252 Hsiu-Ming Yang, Chao-Lin Liu, Kun-Hao Liu, Shang-Ming Huang Design Patterns in Intelligent Systems 262 James F. Peters Temporal Feature Extraction from Temporal Information Systems 270 Piotr Synak Parallel Ant Colony Systems 279 Shu-Chuan Chu, John F. Roddick, Jeng-Shyang Pan, Che-Jen Su

5 X Table of Contents Some Case-Refinement Strategies for Case-Based Criminal Summary Judgments 285 Chao-Lin Liu, Tseng-Chung Chang G-STRIPS - A Generalized STRIPS System for Handling State Change over Dynamic Domains 292 Yan Zhang, Yun Bai 4A Text Mining Classifying Document Titles Based on Information Inference 297 Dawei Song, Peter Bruza, Zi Huang, Raymond Lau Building Topic Maps Using a Text Mining Approach 307 Hsin-Chang Yang, Chung-Hong Lee Improving the Performance of Text Classifiers by Using Association Features 315 Yang Zhang, Lijun Zhang, Zhanhuai Li, Jianfeng Yan Korean Document Summarization Using Topic Phrases Extraction and Locality-Based Similarity 320 Je Ryu, Kwang-Rok Han, Kee- Wook Rim Improving Naive Bayes Text Classifier with Modified EM Algorithm 326 Han-joon Kim, Jae-young Chang Mining Environmental Texts of Images in Web Pages for Image Retrieval 334 Hsin-Chang Yang, Chung-Hong Lee Towards a Contextual Content of Ontologies 339 Djamal Benslimane, Catherine Roussey, Christelle Vangenot, Ahmed Arara An Classifier Based on Resemblance 344 Chung Keung Poon, Matthew Chang 4B Logic for AI and Logic Programming The Characterization on the Uniqueness of Answer Set for Prioritized Logic Programs 349 Yan Zhang, Yun Bai A New Approach to Constraint Inductive Logic Programming 357 Lei Zheng, Chunnian Liu, Dong Jia, Ning Zhong Extending the CLP Engine for Reasoning under Uncertainty 365 Nicos Angelopoulos

6 Table of Contents XI Logic for Multi-path Message Forwarding Networks for Mobile Agents Masahito Kurihara, Masanobu Numazawa #-Subsumption and Resolution: A New Algorithm 384 S. Ferilli, N. Di Mauro, T.M.A. Basile, F. Esposito Supporting E-consent on Health Data by Logic 392 Chun Ruan, Vijay Varadharajan Towards the Theory of Relaxed Unification 397 Tony Abou-Assaleh, Nick Cercone, Vlado Keselj Probability Logic Modeling of Knowledge Discovery in Databases 402 Jitender Deogun, Liying Jiang, Ying Xie, Vijay Raghavan 5A Soft Computing Constructing Extensions of Bayesian Classifiers with Use of Normalizing Neural Networks > 408 Dominik Sl zak, Jakub Wrdblewski, Marcin Szczuka ( Fuzzy Multiset Model for Information Retrieval and Clustering Using a Kernel Function 417 Kiyotaka Mizutani, Sadaaki Miyamoto Validation of Fuzzy Partitions Obtained through Fuzzy C-Means Clustering 422 Dae-Won Kim, Kwang H. Lee Generating Fuzzy Thesaurus by Degree of Similarity in Fuzzy Covering Roily Intan, Masao Mukaidono Design of Iconic Language Interface for Semantic Based Korean \ Language Generation 433 Kyonam Choo, Hyunjae Park, Hongki Min, Yoseop Woo, Seokhoon Kang Incremental Feature Extraction Based on Empirical Kernel Map 440 Byung Joo Kim, Joo Yong Shim, Chang Ha Hwang, II Kon Kim, Joon Hyun Song 5B Knowledge Discovery and Data Mining On Lookahead Heuristics in Decision Tree Learning 445 Tapio Elomaa, Tuomo Malinen Empirical Evaluation of Dissimilarity Measures for Time-Series Multiscale Matching 454 Shoji Hirano, Shusaku Tsumoto

7 XII Table of Contents First-Order Rules Mining Guided by Information Gain 463 Xinwu Yang, Chunnian Liu, Ning Zhong Simultaneous Row and Column Partitioning: Evaluation of a Heuristic Gilbert Ritschard, Djamel A. Zighed Partial Prefix Sum Method for Large Data Warehouses 473 Seok-Ju Chun Spatio-Temporal Association Mining for Un-sampled Sites 478 Dan Li, Jitender Deogun 6A Intelligent Information Retrieval Development of Generic Search Method Based on Transformation Invariance 486 Fuminori Adachi, Takashi Washio, Hiroshi Motoda, Atsushi Fujimoto, Hidemitsu Hanafusa Hierarchical Ordering for Approximate Similarity Ranking 496 Joselito J. Chua, Peter E. Tischer Space Transformation Based Approach for Effective Content-Based Image Retrieval 501 Biren Shah, Vijay Raghavan Collaborative Filtering - Safe and Sound? 506 Michael P. O'Mahony, Neil J. Hurley, Guenole CM. Silvestre 6B Autonomic and Evolutionary Computation RNA Structure as Permutation: A GA Approach Comparing Different Genetic Sequencing Operators 511 Kay C. Wiese, Edward Glen Evolutionary Computation for Optimal Ensemble Classifier in Lymphoma Cancer Classification 521 Chanho Park, Sung-Bae Cho Floorplan Design Using Improved Genetic Algorithm 531 Kenichi Ida, Yosuke Kimura Some Enhancements in Genetic Learning: A Case Study on Initial Population 539 Ivan Bruha

8 Table of Contents XIII 7A Intelligent Information Systems Comparing Hierarchical Markov Networks and Multiply Sectioned Bayesian Networks 544 C.J. Butz, H. Geng Constraint Propagation to Semantic Web Services Discovery 554 Salima Benbernou, Etienne Canaud, Mohand-Said Hacid, Farouk Toumani Reasoning in Data Integration Systems: Why LAV and GAV Are Siblings 562 Andrea Call Design of an Adaptive Web Merchandising System Using Data Mining Sung Ho Ha 7B Multi-media Data Processing Minutiae Extraction from Fingerprint Images Using Run-Length Code Jung-Hwan Shin, Hui-Yeoun Hwang, Sung-Il Chien Endpoint Detection of Isolated Korean Utterances for Bimodal Speech Recognition in Acoustic Noisy Environments 585 Hyun-Hwa Oh, Hong-Seok Kwon, Jong-Mok Son, Keun-Sung Bae, Sung-Il Chien Enhanced Active Shape Models with Global Texture Constraints for Image Analysis 593 Shiguang Shan, Wen Gao, Wei Wang, Debin Zhao, Baocai Yin Discovering Structures in Video Databases 598 Hicham Hajji, Mohand-Said Hacid, Farouk Toumani 8A Intelligent Agent Technology Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System 603 Chunsheng Li, Chengqi Zhang, Longbing Cao Multi-attributes-Based Negotiation Agent and E-marketplace in Customer-to-Customer Electronic Commerce 608 Wooju Kim, June S. Hong, Yong U. Song A Feature Analysis Framework for Evaluating Multi-agent System Development Methodologies 613 Quynh-Nhu Numi Tran, Graham Low, Mary-Anne Williams

9 XIV Table of Contents Decentralized Control (Obligations and Permissions in Virtual Communities of Agents) 618 Guido Boella, Leendert van der Torre An Intelligent Agent for Automatic Course Adaptation 623 Mohammed Abdel Razek, Claude Frasson, Marc Kaltenbach An Exploration of Bugs and Debugging in Multi-agent Systems 628 David Poutakidis, Lin Padgham, Michael Winikoff 8B Intelligent Information Systems A Framework for Building Competency-Based Systems Dedicated to Human Resource Management 633 Francky Trichet, Michel Leclere Extracting the Most Discriminant Subset from a Pool of Candidates to Optimize Discriminant Classifier Training 640 Carlos E. Vivaracho, Javier Ortega-Garcia, Luis Alonso, Q. Isaac Moro Knowledge Engineering of Intelligent Sales-Recruitment System Using Multi-layered Agent Methodology 646 R. Khosla, T. Goonesekera, Y. Mitsukura The KAMET II Methodology: A Modern Approach for Building Diagnosis-Specialized Knowledge-Based Systems 652 Osvaldo Cairo, Julio Cesar Alvarez A Formal Approach to Describing Action Concepts in Taxonomical Knowledge Bases 657 Christel Kemke An Efficient Algorithm for Computing Core Attributes in Database Systems 663 Jianchao Han, Xiaohua Hu, T. Y. Lin 8C Soft Computing Similarity Graphs 668 Rasmus Knappe, Henrik Bulskov, Troels Andreasen Image-Based Flame Control of a Premixed Gas Burner Using Fuzzy Logics 673 Apichart Tuntrakoon, Suwat Kuntanapreeda Intelligent Pattern Recognition by Feature Selection through Combined Model of DWT and ANN 678 Cheol-Ki Kim, Eui-Young Cha, Tae-Soo Chon

10 Table of Contents XV Applying Neural Networks to Study the Mesoscale Variability of Oceanic Boundary Currents 684 Silvia S. C. Botelho, Mauricio M. Mata, Rodrigo de Bern, Igor Almeida Dialog Planning and Domain Knowledge Modeled in Terms of Tasks and Methods: A Flexible Framework for Dialog Managing 689 Fabien Delorme, Jerome Lehuen Author Index 695

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