Foundations of Intelligent Systems: 17th International Symposium, ISMIS 2008 Toronto, Canada, May 20-23, 2008 Proceedings

Front Matter....Pages -
From Goals to High-Variability Software Design....Pages 1-16
Exploring the Power of Heuristics and Links in Multi-relational Data Mining....Pages 17-27
Intelligent Software Engineering Tools for NASA’s Crew Exploration Vehicle....Pages 28-37
Boosting Support Vector Machines for Imbalanced Data Sets....Pages 38-47
Class-Oriented Reduction of Decision Tree Complexity....Pages 48-57
Evaluating Decision Trees Grown with Asymmetric Entropies....Pages 58-67
Stepwise Induction of Logistic Model Trees....Pages 68-77
Stochastic Propositionalization for Efficient Multi-relational Learning....Pages 78-83
Analyzing Behavior of Objective Rule Evaluation Indices Based on Pearson Product-Moment Correlation Coefficient....Pages 84-89
Obtaining Low-Arity Discretizations from Online Data Streams....Pages 90-99
Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets....Pages 100-110
Mining Induced and Embedded Subtrees in Ordered, Unordered, and Partially-Ordered Trees....Pages 111-120
A Structure-Based Clustering on LDAP Directory Information....Pages 121-130
iZi: A New Toolkit for Pattern Mining Problems....Pages 131-136
A Multi-relational Hierarchical Clustering Method for Datalog Knowledge Bases....Pages 137-142
LAREDAM – Considerations on System of Local Analytical Reports from Data Mining....Pages 143-149
Outlier Detection Techniques for Process Mining Applications....Pages 150-159
Action Rule Extraction from a Decision Table: ARED....Pages 160-168
Discovering the Concise Set of Actionable Patterns....Pages 169-178
Discovering Emerging Patterns for Anomaly Detection in Network Connection Data....Pages 179-188
Temporal Extrapolation within a Static Clustering....Pages 189-195
Discovering Explanations from Longitudinal Data....Pages 196-202
Reduced Implicate/Implicant Tries....Pages 203-214
Golden Ratio Annealing for Satisfiability Problems Using Dynamically Cooling Schemes....Pages 215-224
Modeling Cooperation in P2P Data Management Systems....Pages 225-235
Interactions between Rough Parts in Object Perception....Pages 236-245
A Multi-objective Optimal Approach for UAV Routing in Reconnaissance Mission with Stochastic Observation Time....Pages 246-255
Hybrid Unsupervised/Supervised Virtual Reality Spaces for Visualizing Gastric and Liver Cancer Databases: An Evolutionary Computation Approach....Pages 256-261
Self-calibrating Strategies for Evolutionary Approaches that Solve Constrained Combinatorial Problems....Pages 262-267
Towards Fuzzy Query Answering Using Fuzzy Views – A Graded-Subsumption-Based Approach....Pages 268-277
Term Distribution-Based Initialization of Fuzzy Text Clustering....Pages 278-287
Cooperative Answering to Flexible Queries Via a Tolerance Relation....Pages 288-297
Effectiveness of Fuzzy Discretization for Class Association Rule-Based Classification....Pages 298-308
Towards a Crisp Representation of Fuzzy Description Logics under Łukasiewicz Semantics....Pages 309-318
Rough Set Approximations in Formal Concept Analysis and Knowledge Spaces....Pages 319-328
An Ant Colony System Algorithm to Solve Routing Problems Applied to the Delivery of Bottled Products....Pages 329-338
Predicate Indexing for Incremental Multi-Query Optimization....Pages 339-350
SQL Queries with CASE Expressions....Pages 351-360
Top-Down Compression of Data Cubes in the Presence of Simultaneous Multiple Hierarchical Range Queries....Pages 361-374
Degrees of Exclusivity in Disjunctive Databases....Pages 375-380
The Ramification Problem in Temporal Databases: A Solution Implemented in SQL....Pages 381-388
Image Databases Browsing by Unsupervised Learning....Pages 389-398
Decision Tree Induction for Identifying Trends in Line Graphs....Pages 399-409
Automatic Handling of Digital Image Repositories: A Brief Survey....Pages 410-416
Development of the XML Digital Library from the Parliament of Andalucía for Intelligent Structured Retrieval....Pages 417-423
Evaluating Information Retrieval System Performance Based on Multi-grade Relevance....Pages 424-433
A Dynamic Window Based Passage Extraction Algorithm for Genomics Information Retrieval....Pages 434-444
Mining Scalar Representations in a Non-tagged Music Database....Pages 445-454
Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch....Pages 455-464
Performance Weights for the Linear Combination Data Fusion Method in Information Retrieval....Pages 465-470
Combining Multiple Sources of Evidence in Web Information Extraction....Pages 471-476
Autonomous News Clustering and Classification for an Intelligent Web Portal....Pages 477-486
On Determining the Optimal Partition in Agglomerative Clustering of Documents....Pages 487-496
Ontological Summaries through Hierarchical Clustering....Pages 497-507
Classification of Web Services Using Tensor Space Model and Rough Ensemble Classifier....Pages 508-513
Agent-Based Assistant for e-Negotiations....Pages 514-524
Local Soft Belief Updating for Relational Classification....Pages 525-534
On a Probabilistic Combination of Prediction Sources....Pages 535-544
Effective Document-Oriented Telemetry Data Compression....Pages 545-551
Improving Integration with Subjective Combining of Ontology Mappings....Pages 552-562
Text Onto Miner – A Semi Automated Ontology Building System....Pages 563-573
Ontology-Driven Adaptive Medical Information Collection System....Pages 574-584
An Effective Ontology Matching Technique....Pages 585-590
A Causal Approach for Explaining Why a Heuristic Algorithm Outperforms Another in Solving an Instance Set of the Bin Packing Problem....Pages 591-598
A Graph b-Coloring Based Method for Composition-Oriented Web Services Classification....Pages 599-604
OWL-S Atomic Services Composition with SWRL Rules....Pages 605-611
A Web-Based Interface for Hiding Bayesian Network Inference....Pages 612-617
Extraction of Informative Genes from Integrated Microarray Data....Pages 618-627
Using Data Mining for Dynamic Level Design in Games....Pages 628-637
A Logic Programming Based Framework for Security Protocol Verification....Pages 638-643
Applying Cost Sensitive Feature Selection in an Electric Database....Pages 644-649
Back Matter....Pages -