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ORCID15th ISMIS 2005: Saratoga Springs, New York, USA
- Mohand-Said Hacid, Neil V. Murray, Zbigniew W. Ras, Shusaku Tsumoto:
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
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, 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 - Jonathan T. 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
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