Rough Sets and Knowledge Technology: First International Conference, RSKT 2006, Chongquing, China, July 24-26, 2006. Proceedings

Front Matter....Pages -
Some Contributions by Zdzisław Pawlak....Pages 1-11
Conflicts and Negotations....Pages 12-27
Hierarchical Machine Learning – A Learning Methodology Inspired by Human Intelligence....Pages 28-30
Rough-Fuzzy Granulation, Rough Entropy and Image Segmentation....Pages 31-31
Towards Network Autonomy....Pages 32-32
A Roadmap from Rough Set Theory to Granular Computing....Pages 33-41
Partition Dependencies in Hierarchies of Probabilistic Decision Tables....Pages 42-49
Knowledge Theory and Artificial Intelligence....Pages 50-56
Applications of Knowledge Technologies to Sound and Vision Engineering....Pages 57-57
A Rough Set Approach to Data with Missing Attribute Values....Pages 58-67
Cognitive Neuroscience and Web Intelligence....Pages 68-68
Cognitive Informatics and Contemporary Mathematics for Knowledge Manipulation....Pages 69-78
Rough Mereological Reasoning in Rough Set Theory: Recent Results and Problems....Pages 79-92
Theoretical Study of Granular Computing....Pages 93-102
Knowledge Discovery by Relation Approximation: A Rough Set Approach....Pages 103-106
Reduction-Based Approaches Towards Constructing Galois (Concept) Lattices....Pages 107-113
A New Discernibility Matrix and Function....Pages 114-121
The Relationships Between Variable Precision Value and Knowledge Reduction Based on Variable Precision Rough Sets Model....Pages 122-128
On Axiomatic Characterization of Approximation Operators Based on Atomic Boolean Algebras....Pages 129-134
Rough Set Attribute Reduction in Decision Systems....Pages 135-140
A New Extension Model of Rough Sets Under Incomplete Information....Pages 141-146
Applying Rough Sets to Data Tables Containing Possibilistic Information....Pages 147-155
Redundant Data Processing Based on Rough-Fuzzy Approach....Pages 156-161
Further Study of the Fuzzy Reasoning Based on Propositional Modal Logic....Pages 162-169
The M -Relative Reduct Problem....Pages 170-175
Rough Contexts and Rough-Valued Contexts....Pages 176-183
Combination Entropy and Combination Granulation in Incomplete Information System....Pages 184-190
An Extension of Pawlak’s Flow Graphs....Pages 191-199
Rough Sets and Brouwer-Zadeh Lattices....Pages 200-207
Covering-Based Generalized Rough Fuzzy Sets....Pages 208-215
Axiomatic Systems of Generalized Rough Sets....Pages 216-221
Rough-Sets-Based Combustion Status Diagnosis....Pages 222-226
Research on System Uncertainty Measures Based on Rough Set Theory....Pages 227-232
Conflict Analysis and Information Systems: A Rough Set Approach....Pages 233-240
A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets....Pages 241-246
Function S-Rough Sets and Recognition of Financial Risk Laws....Pages 247-253
Knowledge Reduction in Incomplete Information Systems Based on Dempster-Shafer Theory of Evidence....Pages 254-261
Decision Rules Extraction Strategy Based on Bit Coded Discernibility Matrix....Pages 262-267
Attribute Set Dependence in Apriori-Like Reduct Computation....Pages 268-276
Some Methodological Remarks About Categorical Equivalences in the Abstract Approach to Roughness – Part I....Pages 277-283
Some Methodological Remarks About Categorical Equivalences in the Abstract Approach to Roughness – Part II....Pages 284-289
Lower Bounds on Minimal Weight of Partial Reducts and Partial Decision Rules....Pages 290-296
On Reduct Construction Algorithms....Pages 297-304
Association Reducts: Boolean Representation....Pages 305-312
Notes on Rough Sets and Formal Concepts....Pages 313-320
High Dimension Complex Functions Optimization Using Adaptive Particle Swarm Optimizer....Pages 321-326
Adaptive Velocity Threshold Particle Swarm Optimization....Pages 327-332
Relationship Between Inclusion Measure and Entropy of Fuzzy Sets....Pages 333-340
A General Model for Transforming Vague Sets into Fuzzy Sets....Pages 341-348
An Iterative Method for Quasi-Variational-Like Inclusions with Fuzzy Mappings....Pages 349-356
Application of Granular Computing in Knowledge Reduction....Pages 357-362
Advances in the Quotient Space Theory and Its Applications....Pages 363-370
The Measures Relationships Study of Three Soft Rules Based on Granular Computing....Pages 371-376
A Generalized Neural Network Architecture Based on Distributed Signal Processing....Pages 377-382
Worm Harm Prediction Based on Segment Procedure Neural Networks....Pages 383-388
Accidental Wow Defect Evaluation Using Sinusoidal Analysis Enhanced by Artificial Neural Networks....Pages 389-395
A Constructive Algorithm for Training Heterogeneous Neural Network Ensemble....Pages 396-401
Gene Regulatory Network Construction Using Dynamic Bayesian Network (DBN) with Structure Expectation Maximization (SEM)....Pages 402-407
Mining Biologically Significant Co-regulation Patterns from Microarray Data....Pages 408-414
Fast Algorithm for Mining Global Frequent Itemsets Based on Distributed Database....Pages 415-420
A VPRSM Based Approach for Inducing Decision Trees....Pages 421-429
Differential Evolution Fuzzy Clustering Algorithm Based on Kernel Methods....Pages 430-435
Classification Rule Mining Based on Particle Swarm Optimization....Pages 436-441
A Bottom-Up Distance-Based Index Tree for Metric Space....Pages 442-449
Subsequence Similarity Search Under Time Shifting....Pages 450-455
Developing a Rule Evaluation Support Method Based on Objective Indices....Pages 456-461
Data Dimension Reduction Using Rough Sets for Support Vector Classifier....Pages 462-467
A Comparison of Three Graph Partitioning Based Methods for Consensus Clustering....Pages 468-475
Feature Selection, Rule Extraction, and Score Model: Making ATC Competitive with SVM....Pages 476-481
Relevant Attribute Discovery in High Dimensional Data: Application to Breast Cancer Gene Expressions....Pages 482-489
Credit Risk Evaluation with Least Square Support Vector Machine....Pages 490-495
The Research of Sampling for Mining Frequent Itemsets....Pages 496-501
ECPIA: An Email-Centric Personal Intelligent Assistant....Pages 502-509
A Novel Fuzzy C-Means Clustering Algorithm....Pages 510-515
Document Clustering Based on Modified Artificial Immune Network....Pages 516-521
A Novel Approach to Attribute Reduction in Concept Lattices....Pages 522-529
Granule Sets Based Bilevel Decision Model....Pages 530-537
An Enhanced Support Vector Machine Model for Intrusion Detection....Pages 538-543
A Modified K-Means Clustering with a Density-Sensitive Distance Metric....Pages 544-551
Swarm Intelligent Tuning of One-Class ν -SVM Parameters....Pages 552-559
A Generalized Competitive Learning Algorithm on Gaussian Mixture with Automatic Model Selection....Pages 560-567
The Generalization Performance of Learning Machine with NA Dependent Sequence....Pages 568-573
Using RS and SVM to Detect New Malicious Executable Codes....Pages 574-579
Applying PSO in Finding Useful Features....Pages 580-585
Generalized T-norm and Fractional “AND” Operation Model....Pages 586-591
Improved Propositional Extension Rule....Pages 592-597
Web Services-Based Digital Library as a CSCL Space Using Case-Based Reasoning....Pages 598-603
Using Description Logic to Determine Seniority Among RB-RBAC Authorization Rules....Pages 604-609
The Rough Logic and Roughness of Logical Theories....Pages 610-617
Research on Multi-Agent Service Bundle Middleware for Smart Space....Pages 618-625
A Customized Architecture for Integrating Agent Oriented Methodologies....Pages 626-631
A New Method for Focused Crawler Cross Tunnel....Pages 632-637
Migration of the Semantic Web Technologies into E-Learning Knowledge Management....Pages 638-642
Opponent Learning for Multi-agent System Simulation....Pages 643-650
A Video Shot Boundary Detection Algorithm Based on Feature Tracking....Pages 651-658
Curvelet Transform for Image Authentication....Pages 659-664
An Image Segmentation Algorithm for Densely Packed Rock Fragments of Uneven Illumination....Pages 665-670
A New Chaos-Based Encryption Method for Color Image....Pages 671-678
Support Vector Machines Based Image Interpolation Correction Scheme....Pages 679-684
Pavement Distress Image Automatic Classification Based on DENSITY-Based Neural Network....Pages 685-692
Towards Fuzzy Ontology Handling Vagueness of Natural Languages....Pages 693-700
Evoked Potentials Estimation in Brain-Computer Interface Using Support Vector Machine....Pages 701-706
Intra-pulse Modulation Recognition of Advanced Radar Emitter Signals Using Intelligent Recognition Method....Pages 707-712
Multi-objective Blind Image Fusion....Pages 713-720
The Design of Biopathway’s Modelling and Simulation System Based on Petri Net....Pages 721-726
Timed Hierarchical Object-Oriented Petri Net-Part I: Basic Concepts and Reachability Analysis....Pages 727-734
Approximate Semantic Query Based on Multi-agent Systems....Pages 735-741
Swarm Intelligent Analysis of Independent Component and Its Application in Fault Detection and Diagnosis....Pages 742-749
Using VPRS to Mine the Significance of Risk Factors in IT Project Management....Pages 750-757
Mining of MicroRNA Expression Data—A Rough Set Approach....Pages 758-765
Classifying Email Using Variable Precision Rough Set Approach....Pages 766-771
Facial Expression Recognition Based on Rough Set Theory and SVM....Pages 772-777
Gene Selection Using Rough Set Theory....Pages 778-785
Attribute Reduction Based Expected Outputs Generation for Statistical Software Testing....Pages 786-791
FADS: A Fuzzy Anomaly Detection System....Pages 792-798
Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy....Pages 799-806
Back Matter....Pages -