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

Invited Papers

• Alan W. Biermann, R. Bryce Inouye, Ashley McKenzie:
  Methodologies for Automated Telephone Answering. 1-13
  
• 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
  

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
  
• Shusaku Tsumoto, Shoji Hirano:
  Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling. 38-46
  
• Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta:
  Learning Profiles Based on Hierarchical Hidden Markov Model. 47-55
  
• Shusaku Tsumoto:
  Statistical Independence from the Viewpoint of Linear Algebra. 56-64
  

Intelligent Information Systems (1)

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

Knowledge Discovery and Data Mining (2)

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

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
  
• Zbigniew W. Ras, Agnieszka Dardzinska:
  Failing Queries in Distributed Autonomous Information System. 152-160
  
• Xiao Luo, A. Nur Zincir-Heywood:
  Evaluation of Two Systems on Multi-class Multi-label Document Classification. 161-169
  
• Dennis Hooijmaijers, Damien Bright:
  Uncertain Knowledge Gathering: An Evolutionary Approach. 170-181
  

Information and Knowledge Integration (1)

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

Soft Computing (1)

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

Clustering (1)

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

Web Data

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

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
  
• Reiner Hähnle, Neil V. Murray, Erik Rosenthal:
  Normal Forms for Knowledge Compilation. 304-313
  

Soft Computing (2)

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

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
  
• Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba:
  Mining and Filtering Multi-level Spatial Association Rules with ARES. 342-353
  
• Dominik Slezak:
  Association Reducts: A Framework for Mining Multi-attribute Dependencies. 354-363
  
• Elena Braynova, Hemant Pendharkar:
  Frequent Pattern Mining with Preferences-Utility Functions Approach. 364-372
  

Intelligent Information Systems (3)

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

Logic for Artificial Intelligence

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

Applications (1)

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

Applications (2)

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

Intelligent Information Retrieval (1)

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

Clustering (2)

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

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
  
• Shoji Hirano, Shusaku Tsumoto:
  Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching. 612-621
  
• Yong Ye, Xintao Wu:
  Efficient Causal Interaction Learning with Applications in Microarray. 622-630
  
• Ashwin Satyanarayana, Ian Davidson:
  A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. 631-640
  

Intelligent Information Retrieval (2)

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

Knowledge Representation

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