Foundations of Intelligent Systems: 15th International Symposium, ISMIS 2005, Saratoga Springs, NY, USA, May 25-28, 2005. Proceedings

Front Matter....Pages -
Methodologies for Automated Telephone Answering....Pages 1-13
Anomaly Detection in Computer Security and an Application to File System Accesses....Pages 14-28
ARGUS: Rete + DBMS = Efficient Persistent Profile Matching on Large-Volume Data Streams....Pages 142-151
Failing Queries in Distributed Autonomous Information System....Pages 152-160
Evaluation of Two Systems on Multi-class Multi-label Document Classification....Pages 161-169
Uncertain Knowledge Gathering: An Evolutionary Approach....Pages 170-181
Duality in Knowledge Compilation Techniques....Pages 182-190
Data Protection in Distributed Database Systems....Pages 191-199
A Machine Text-Inspired Machine Learning Approach for Identification of Transmembrane Helix Boundaries....Pages 29-37
Visualization of Similarities and Dissimilarities in Rules Using Multidimensional Scaling....Pages 38-46
Learning Profiles Based on Hierarchical Hidden Markov Model....Pages 47-55
Statistical Independence from the Viewpoint of Linear Algebra....Pages 56-64
Bitmap Index-Based Decision Trees....Pages 65-73
On Automatic Modeling and Use of Domain-Specific Ontologies....Pages 74-82
Using Self-Adaptable Probes for Dynamic Parameter Control of Parallel Evolutionary Algorithms....Pages 83-91
Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble....Pages 92-101
Mining the Semantic Web: A Logic-Based Methodology....Pages 102-111
Analysis of Textual Data with Multiple Classes....Pages 112-120
SARM — Succinct Association Rule Mining: An Approach to Enhance Association Mining....Pages 121-130
Learning the Daily Model of Network Traffic....Pages 131-141
Semantic-Based Access to Digital Document Databases....Pages 373-381
Statistical Database Modeling for Privacy Preserving Database Generation....Pages 382-390
Modelling Good Entry Pages on the Web....Pages 257-265
A Query Expression and Processing Technique for an XML Search Engine....Pages 266-275
Adapting the Object Role Modelling Method for Ontology Modelling....Pages 276-284
Identifying Content Blocks from Web Documents....Pages 285-293
Discovering Partial Periodic Sequential Association Rules with Time Lag in Multiple Sequences for Prediction....Pages 332-341
Mining and Filtering Multi-level Spatial Association Rules with ARES....Pages 342-353
Association Reducts: A Framework for Mining Multi-attribute Dependencies....Pages 354-363
Frequent Pattern Mining with Preferences–Utility Functions Approach....Pages 364-372
Building the Data Warehouse of Frequent Itemsets in the DWFIST Approach....Pages 294-303
Normal Forms for Knowledge Compilation....Pages 304-313
On the Approximate Division of Fuzzy Relations....Pages 314-322
Efficient Learning of Pseudo-Boolean Functions from Limited Training Data....Pages 323-331
A Softened Formulation of Inductive Learning and Its Use for Coronary Disease Data....Pages 200-209
Subsystem Based Generalizations of Rough Set Approximations....Pages 210-218
Model-Based Cluster Analysis for Web Users Sessions....Pages 219-227
On Autonomous k -Means Clustering....Pages 228-236
CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences....Pages 237-247
Using Supervised Clustering to Enhance Classifiers....Pages 248-256
Scalable Inductive Learning on Partitioned Data....Pages 391-403
Agent-Based Home Simulation and Control....Pages 404-412
Towards Ad-Hoc Rule Semantics for Gene Expression Data....Pages 494-503
Flexible Pattern Discovery with (Extended) Disjunctive Logic Programming....Pages 504-513
Interactive SOM-Based Gene Grouping: An Approach to Gene Expression Data Analysis....Pages 514-523
Some Theoretical Properties of Mutual Information for Student Assessments in Intelligent Tutoring Systems....Pages 524-534
Aggregates and Preferences in Logic Programming....Pages 413-424
The Chisholm Paradox and the Situation Calculus....Pages 425-434
A Logic Approach for LTL System Modification....Pages 435-444
Anticipatory Agents Based on Anticipatory Reasoning....Pages 445-455
Cooperative Query Answering for RDF....Pages 535-543
Intelligent Information Retrieval for Web-Based Design Data Repository....Pages 544-552
Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms....Pages 553-561
A Distance-Based Algorithm for Clustering Database User Sessions....Pages 562-572
User-Interest-Based Document Filtering via Semi-supervised Clustering....Pages 573-582
A Filter Feature Selection Method for Clustering....Pages 583-593
Extracting Emotions from Music Data....Pages 456-465
An Intelligent System for Assisting Elderly People....Pages 466-474
Multi-strategy Instance Selection in Mining Chronic Hepatitis Data....Pages 475-484
A Probabilistic Approach to Finding Geometric Objects in Spatial Datasets of the Milky Way....Pages 485-493
Automatic Determination of the Number of Fuzzy Clusters Using Simulated Annealing with Variable Representation....Pages 594-602
Experimental Analysis of the Q-Matrix Method in Knowledge Discovery....Pages 603-611
Clustering Time-Series Medical Databases Based on the Improved Multiscale Matching....Pages 612-621
Efficient Causal Interaction Learning with Applications in Microarray....Pages 622-630
A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition....Pages 631-640
Catching the Picospams....Pages 641-649
Personalized Peer Filtering for a Dynamic Information Push....Pages 650-659
Getting Computers to See Information Graphics So Users Do Not Have to....Pages 660-668
A Data Model Based on Paraconsistent Intuitionistic Fuzzy Relations....Pages 669-677
Logical Data Independence Reconsidered (Extended Abstract)....Pages 678-687
Estimation of the Density of Datasets with Decision Diagrams....Pages 688-697
Back Matter....Pages -