15. ISMIS 2005: Saratoga Springs, New York, USA

Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras, Shusaku Tsumoto (Eds.): Foundations of Intelligent Systems, 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings. Lecture Notes in Computer Science 3488 Springer 2005, ISBN 3-540-25878-7 BibTeX

Invited Papers

Alan W. Biermann, R. Bryce Inouye, Ashley McKenzie:
Methodologies for Automated Telephone Answering. 1-13
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Salvatore J. Stolfo, Shlomo Hershkop, Linh H. Bui, Ryan Ferster, Ke Wang:
Anomaly Detection in Computer Security and an Application to File System Accesses. 14-28
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Knowledge Discovery and Data Mining (1)

Betty Yee Man Cheng, Jaime G. Carbonell, Judith Klein-Seetharaman:
A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries. 29-37
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Shusaku Tsumoto, Shoji Hirano:
Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling. 38-46
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Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta:
Learning Profiles Based on Hierarchical Hidden Markov Model. 47-55
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Shusaku Tsumoto:
Statistical Independence from the Viewpoint of Linear Algebra. 56-64
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Intelligent Information Systems (1)

Cécile Favre, Fadila Bentayeb:
Bitmap Index-Based Decision Trees. 65-73
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Troels Andreasen, Henrik Bulskov, Rasmus Knappe:
On Automatic Modeling and Use of Domain-Specific Ontologies. 74-82
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Xavier Bonnaire, María Cristina Riff Rojas:
Using Self-Adaptable Probes for Dynamic Parameter Control of Parallel Evolutionary Algorithms. 83-91
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Kyung-Joong Kim, Ji-Oh Yoo, Sung-Bae Cho:
Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble. 92-101
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Knowledge Discovery and Data Mining (2)

Francesca A. Lisi, Floriana Esposito:
Mining the Semantic Web: A Logic-Based Methodology. 102-111
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Shigeaki Sakurai, Chong Goh, Ryohei Orihara:
Analysis of Textual Data with Multiple Classes. 112-120
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Jitender S. Deogun, Liying Jiang:
SARM - Succinct Association Rule Mining: An Approach to Enhance Association Mining. 121-130
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Costantina Caruso, Donato Malerba, Davide Papagni:
Learning the Daily Model of Network Traffic. 131-141
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Intelligent Information Systems (2)

Chun Jin, Jaime G. Carbonell, Philip J. Hayes:
ARGUS: Rete + DBMS = Efficient Persistent Profile Matching on Large-Volume Data Streams. 142-151
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Zbigniew W. Ras, Agnieszka Dardzinska:
Failing Queries in Distributed Autonomous Information System. 152-160
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Xiao Luo, A. Nur Zincir-Heywood:
Evaluation of Two Systems on Multi-class Multi-label Document Classification. 161-169
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Dennis Hooijmaijers, Damien Bright:
Uncertain Knowledge Gathering: An Evolutionary Approach. 170-181
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Information and Knowledge Integration (1)

Neil V. Murray, Erik Rosenthal:
Duality in Knowledge Compilation Techniques. 182-190
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Chun Ruan, Vijay Varadharajan:
Data Protection in Distributed Database Systems. 191-199
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Soft Computing (1)

Janusz Kacprzyk, Grazyna Szkatula:
A Softened Formulation of Inductive Learning and Its Use for Coronary Disease Data. 200-209
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Yiyu Yao, Yaohua Chen:
Subsystem Based Generalizations of Rough Set Approximations. 210-218
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Clustering (1)

George Pallis, Lefteris Angelis, Athena Vakali:
Model-Based Cluster Analysis for Web Users Sessions. 219-227
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Tapio Elomaa, Heidi Koivistoinen:
On Autonomous k-Means Clustering. 228-236
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Minkoo Seo, Sanghyun Park, Jung-Im Won:
CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences. 237-247
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Christoph F. Eick, Nidal M. Zeidat:
Using Supervised Clustering to Enhance Classifiers. 248-256
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Web Data

Theodora Tsikrika, Mounia Lalmas:
Modelling Good Entry Pages on the Web. 257-265
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Wol-Young Lee, Hwan-Seung Yong:
A Query Expression and Processing Technique for an XML Search Engine. 266-275
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Peter Spyns:
Adapting the Object Role Modelling Method for Ontology Modelling. 276-284
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Sandip Debnath, Prasenjit Mitra, C. Lee Giles:
Identifying Content Blocks from Web Documents. 285-293
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Information and Knowledge Integration (2)

Rodrigo Salvador Monteiro, Geraldo Zimbrao, Holger Schwarz, Bernhard Mitschang, Jano Moreira de Souza:
Building the Data Warehouse of Frequent Itemsets in the DWFIST Approach. 294-303
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Reiner Hähnle, Neil V. Murray, Erik Rosenthal:
Normal Forms for Knowledge Compilation. 304-313
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Soft Computing (2)

Patrick Bosc, Olivier Pivert, Daniel Rocacher:
On the Approximate Division of Fuzzy Relations. 314-322
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Guoli Ding, Jianhua Chen, Robert F. Lax, Peter P. Chen:
Efficient Learning of Pseudo-Boolean Functions from Limited Training Data. 323-331
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Knowledge Discovery and Data Mining (3)

Dan Li, Jitender S. Deogun:
Discovering Partial Periodic Sequential Association Rules with Time Lag in Multiple Sequences for Prediction. 332-341
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Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba:
Mining and Filtering Multi-level Spatial Association Rules with ARES. 342-353
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Dominik Slezak:
Association Reducts: A Framework for Mining Multi-attribute Dependencies. 354-363
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Elena Braynova, Hemant Pendharkar:
Frequent Pattern Mining with Preferences-Utility Functions Approach. 364-372
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Intelligent Information Systems (3)

Floriana Esposito, Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro:
Semantic-Based Access to Digital Document Databases. 373-381
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Xintao Wu, Yongge Wang, Yuliang Zheng:
Statistical Database Modeling for Privacy Preserving Database Generation. 382-390
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Qijun Chen, Xindong Wu, Xingquan Zhu:
Scalable Inductive Learning on Partitioned Data. 391-403
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Berardina De Carolis, Giovanni Cozzolongo, Sebastiano Pizzutilo, Vito Leonardo Plantamura:
Agent-Based Home Simulation and Control. 404-412
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Logic for Artificial Intelligence

Sergio Greco, Irina Trubitsyna, Ester Zumpano:
Aggregates and Preferences in Logic Programming. 413-424
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Robert Demolombe, Maria del Pilar Pozos Parra:
The Chisholm Paradox and the Situation Calculus. 425-434
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Yulin Ding, Yan Zhang:
A Logic Approach for LTL System Modification. 435-444
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Feng Shang, Jingde Cheng:
Anticipatory Agents Based on Anticipatory Reasoning. 445-455
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Applications (1)

Alicja Wieczorkowska, Piotr Synak, Rory A. Lewis, Zbigniew W. Ras:
Extracting Emotions from Music Data. 456-465
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Alberto Tablado, Arantza Illarramendi, Miren I. Bagüés, Jesús Bermúdez, Alfredo Goñi:
An Intelligent System for Assisting Elderly People. 466-474
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Masatoshi Jumi, Einoshin Suzuki, Muneaki Ohshima, Ning Zhong, Hideto Yokoi, Katsuhiko Takabayashi:
Multi-strategy Instance Selection in Mining Chronic Hepatitis Data. 475-484
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Jon Purnell, Malik Magdon-Ismail, Heidi Jo Newberg:
A Probabilistic Approach to Finding Geometric Objects in Spatial Datasets of the Milky Way. 485-493
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Applications (2)

Marie Agier, Jean-Marc Petit, Einoshin Suzuki:
Towards Ad-Hoc Rule Semantics for Gene Expression Data. 494-503
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Luigi Palopoli, Simona E. Rombo, Giorgio Terracina:
Flexible Pattern Discovery with (Extended) Disjunctive Logic Programming. 504-513
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Alicja Gruzdz, Aleksandra Ihnatowicz, Dominik Slezak:
Interactive SOM-Based Gene Grouping: An Approach to Gene Expression Data Analysis. 514-523
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Chao-Lin Liu:
Some Theoretical Properties of Mutual Information for Student Assessments in Intelligent Tutoring Systems. 524-534
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Intelligent Information Retrieval (1)

Adrian Tanasescu:
Cooperative Query Answering for RDF. 535-543
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Huijae Lee, Sang Bong Yoo:
Intelligent Information Retrieval for Web-Based Design Data Repository. 544-552
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Manos Papagelis, Ioannis Rousidis, Dimitris Plexousakis, Elias Theoharopoulos:
Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms. 553-561
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Clustering (2)

Qingsong Yao, Aijun An, Xiangji Huang:
A Distance-Based Algorithm for Clustering Database User Sessions. 562-572
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Na Tang, V. Rao Vemuri:
User-Interest-Based Document Filtering via Semi-supervised Clustering. 573-582
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Pierre-Emmanuel Jouve, Nicolas Nicoloyannis:
A Filter Feature Selection Method for Clustering. 583-593
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Sanghamitra Bandyopadhyay:
Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation. 594-602
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Knowledge Discovery and Data Mining (4)

Tiffany Barnes, Donald L. Bitzer, Mladen A. Vouk:
Experimental Analysis of the Q-Matrix Method in Knowledge Discovery. 603-611
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Shoji Hirano, Shusaku Tsumoto:
Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching. 612-621
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Yong Ye, Xintao Wu:
Efficient Causal Interaction Learning with Applications in Microarray. 622-630
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Ashwin Satyanarayana, Ian Davidson:
A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. 631-640
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Intelligent Information Retrieval (2)

Matthew Chang, Chung Keung Poon:
Catching the Picospams. 641-649
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Melanie Gnasa, Sascha Alda, Nadir Gül, Armin B. Cremers:
Personalized Peer Filtering for a Dynamic Information Push. 650-659
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Daniel Chester, Stephanie Elzer:
Getting Computers to See Information Graphics So Users Do Not Have to. 660-668
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Knowledge Representation

Haibin Wang, Rajshekhar Sunderraman:
A Data Model Based on Paraconsistent Intuitionistic Fuzzy Relations. 669-677
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James J. Lu:
Logical Data Independence Reconsidered (Extended Abstract). 678-687
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Ansaf Salleb, Christel Vrain:
Estimation of the Density of Datasets with Decision Diagrams. 688-697
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