Foundations of Intelligent Systems : 18th International Symposium, ISMIS 2009, Prague, Czech Republic, September 14-17, 2009, Proceedings

by Rauch, Jan; Ras, Zbigniew W.; Berka, Petr; Elomaa, Tapio

• ISBN13: 9783642041242
• ISBN10: 3642041248
• Edition: 1st
• Format: Paperback
• Copyright: 2009-09-01
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 18th International Symposium on Methodologies for Intelligent Systems, ISMIS 2009, held in Prague, Czech Republic, in September 2009.The 60 revised papers presented together with 4 plenary talks were carefully reviewed and selected from over 111 submissions. The papers are organized in topical sections on knowledge discovery and data mining, applications and intelligent systems in Medicine, logical and theoretical aspects of intelligent systems, text mining, applications of intelligent sysems in music, information processing, agents, machine learning, applications of intelligent systems, complex data, general AI as well as uncertainty.

Table of Contents

Invited Papers
Randomization Methods for Assessing the Significance of Data Mining Results	p. 1
Dealing with Music in Intelligent Ways	p. 2
Intelligent Systems: From R.U.R. to ISMIS 2009 and beyond	p. 3
The Art of Management and the Technology of Knowledge-Based Systems	p. 5
Knowledge Discovery and Data Mining
Frequent Itemset Mining in Multirelational Databases	p. 15
A Multiple Scanning Strategy for Entropy Based Discretization	p. 25
Fast Subgroup Discovery for Continuous Target Concepts	p. 35
Discovering Emerging Graph Patterns from Chemicals	p. 45
Visualization of Trends Using RadViz	p. 56
Action Rules Discovery Based on Tree Classifiers and Meta-actions	p. 66
Action Rules and the GUHA Method: Preliminary Considerations and Results	p. 76
Semantic Analytical Reports: A Framework for Post-processing Data Mining Results
Applications of Intelligent Systems in Medicine
Medical Decision Making through Fuzzy Computational Intelligent Approaches	p. 99
Fuzzy Cognitive Map Based Approach for Assessing Pulmonary Infections	p. 109
A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines	p. 119
RaJoLink: A Method for Finding Seeds of Future Discoveries in Nowadays Literature	p. 129
Logical and Theoretical Aspects of Intelligent Systems
Automatic Generation of P2P Mappings between Sources Schemas	p. 139
An OWL Ontology for Fuzzy OWL 2	p. 151
Fuzzy Clustering for Categorical Spaces: An Application to Semantic Knowledge Bases	p. 161
Reasoning about Relations with Dependent Types: Application to Context-Aware Applications	p. 171
Quasi-Classical Model Semantics for Logic Programs - A Paracortsistent Approach	p. 181
Prime Implicates and Reduced Implicate Tries	p. 191
Logic for Reasoning about Components of Persuasive Actions	p. 201
A Hybrid Method of Indexing Multiple-Inheritance Hierarchies	p. 211
Text Mining
Theme Extraction from Chinese Web Documents Based on Page Segmentation and Entropy	p. 221
Topic-Based Hard Clustering of Documents Using Generative Models	p. 231
Boosting a Semantic Search Engine by Named Entities	p. 241
Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression	p. 251
Applications of Intelligent Systems in Music
Detecting Emotions in Classical Music from MIDI Files	p. 261
Mining Musical Patterns: Identification of Transposed Motives	p. 271
Musical Instruments in Random Forest	p. 281
Application of Analysis of Variance to Assessment of Influence of Sound Feature Groups on Discrimination between Musical Instruments	p. 291
Information Processing
Alternative Formulas for Rating Prediction Using Collaborative Filtering	p. 301
On Three Classes of Division Queries Involving Ordinal Preferences	p. 311
Analyses of Knowledge Creation Processes Based on Different Types of Monitored Data	p. 321
Intelligent Information Processing in Semantically Enriched Web	p. 331
Agents
Modeling Ant Activity by Means of Structured HMMs	p. 341
Modern Approach for Building of Multi-Agent Systems	p. 351
Relational Sequence Clustering for Aggregating Similar Agents	p. 361
FutureTrust Algorithm in Specific Factors on Mobile Agents	p. 371
Machine Learning
Ensembles of Abstaining Classifiers Based on Rule Sets	p. 382
Elicitation of Sugeno Integrals: A Version Space Learning Perspective	p. 392
Efficient MAP Inference for Statistical Relational Models through Hybrid Metaheuristies	p. 402
Combining Time and Space Similarity for Small Size Learning under Concept Drift	p. 412
Similarity and Kernel Matrix Evaluation Based on Spatial Autocorrelation Analysis	p. 422
Applications of Intelligent Systems
Job Offer Management: How Improve the Ranking of Candidates	p. 431
Discovering Structured Event Logs from Unstructured Audit Trails for Workflow Mining	p. 442
GIS-FLSolution: A Spatial Analysis Platform for Static and Transportation Facility Location Allocation Problem	p. 453
A CBR System for Knowing the Relationship between Flexibility and Operations Strategy	p. 463
Semantic-Based Top-k Retrieval for Competence Management	p. 473
A New Strategy Based on GRASP to Solve a Macro Mine Planning	p. 483
Food Wholesales Prediction: What Is Your Baseline?	p. 493
Complex Data
A Distributed Immunization Strategy Based on Autonomy-Oriented Computing	p. 503
Discovering Relevant Cross-Graph Cliques in Dynamic Networks	p. 513
Statistical Characterization of a Computer Grid	p. 523
On Social Networks Reduction	p. 533
Networks Consolidation through Soft Computing	p. 542
Lacking Labels in the Stream: Classifying Evolving Stream Data with Few Labels	p. 552
Novelty Detection from Evolving Complex Data Streams with Time Windows	p. 563
General AI
On Computational Creativity, 'Inventing' Theorem Proofs	p. 573
Revisiting Constraint Models for Planning Problems	p. 582
Uncertainty
Interval-Valued Fuzzy Formal Concept Analysis	p. 592
Application of Meta Sets to Character Recognition	p. 602
A General Framework for Revising Belief Bases Using Qualitative Jeffrey's Rule	p. 612
Author Index	p. 623
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