Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 10th International Conference, RSFDGrC 2005, Regina, Canada, August 31 - September 2,

Front Matter....Pages -
Generalizing Rough Set Theory Through Dominance-Based Rough Set Approach....Pages 1-11
Approximate Boolean Reasoning Approach to Rough Sets and Data Mining....Pages 12-22
Towards Human-Level Web Intelligence....Pages 23-28
Credibility Coefficients in ARES Rough Set Exploration System....Pages 29-38
DIXER – Distributed Executor for Rough Set Exploration System....Pages 39-47
 ${\\mathcal R}o{\\mathcal S}y$ : A Rough Knowledge Base System....Pages 48-58
A Classification Model: Syntax and Semantics for Classification....Pages 59-68
“Rule + Exception” Strategies for Knowledge Management and Discovery....Pages 69-78
Outlier Detection Using Rough Set Theory....Pages 79-87
Reverse Prediction....Pages 88-97
Prediction Mining – An Approach to Mining Association Rules for Prediction....Pages 98-108
A Rough Set Based Model to Rank the Importance of Association Rules....Pages 109-118
A Hierarchical Approach to Multimodal Classification....Pages 119-127
Rough Learning Vector Quantization Case Generation for CBR Classifiers....Pages 128-137
ML-CIDIM: Multiple Layers of Multiple Classifier Systems Based on CIDIM....Pages 138-146
Constructing Rough Decision Forests....Pages 147-156
Attribute Reduction in Concept Lattice Based on Discernibility Matrix....Pages 157-165
Reducing the Storage Requirements of 1-v-1 Support Vector Machine Multi-classifiers....Pages 166-173
A Possibilistic Approach to RBFN Centers Initialization....Pages 174-183
Intelligent Information Retrieval Based on the Variable Precision Rough Set Model and Fuzzy Sets....Pages 184-192
A Comprehensive OWA-Based Framework for Result Merging in Metasearch....Pages 193-201
Efficient Pattern Matching of Multidimensional Sequences....Pages 202-210
HQC: An Efficient Method for ROLAP with Hierarchical Dimensions....Pages 211-220
Knowledge Discovery Based Query Answering in Hierarchical Information Systems....Pages 221-230
A Content-Based Image Quality Metric....Pages 231-240
A Novel Method of Image Filtering Based on Iterative Fuzzy Control....Pages 241-250
Land Cover Classification of IKONOS Multispectral Satellite Data: Neuro-fuzzy, Neural Network and Maximum Likelihood Methods....Pages 251-262
Rough Set Approach to Sunspot Classification Problem....Pages 263-272
Jacquard Image Segmentation Method Based on Fuzzy Optimization Technology....Pages 273-282
Intelligent Algorithms for Optical Track Audio Restoration....Pages 283-293
Multiresolution Pitch Analysis of Talking, Singing, and the Continuum Between....Pages 294-303
Toward More Reliable Emotion Recognition of Vocal Sentences by Emphasizing Information of Korean Ending Boundary Tones....Pages 304-313
Some Issues on Detecting Emotions in Music....Pages 314-322
A Global-Motion Analysis Method via Rough-Set-Based Video Pre-classification....Pages 323-332
Analysis and Generation of Emotionally-Charged Animated Gesticulation....Pages 333-341
Handling Missing Attribute Values in Preterm Birth Data Sets....Pages 342-351
Attribute Selection and Rule Generation Techniques for Medical Diagnosis Systems....Pages 352-361
Relevant Attribute Discovery in High Dimensional Data Based on Rough Sets and Unsupervised Classification: Application to Leukemia Gene Expressions....Pages 362-371
A Hybrid Approach to MR Imaging Segmentation Using Unsupervised Clustering and Approximate Reducts....Pages 372-382
Analysis of Gene Expression Data: Application of Quantum-Inspired Evolutionary Algorithm to Minimum Sum-of-Squares Clustering....Pages 383-391
An Open Source Microarray Data Analysis System with GUI: Quintet....Pages 392-401
Similarity Index for Clustering DNA Microarray Data Based on Multi-weighted Neuron....Pages 402-408
Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization....Pages 409-419
An Ontology-Based Pattern Mining System for Extracting Information from Biological Texts....Pages 420-429
Parallel Prediction of Protein-Protein Interactions Using Proximal SVM....Pages 430-437
Identification of Transcription Factor Binding Sites Using Hybrid Particle Swarm Optimization....Pages 438-445
A Grid Computing-Based Monte Carlo Docking Simulations Approach for Computational Chiral Discrimination....Pages 446-455
Web Mining of Preferred Traversal Patterns in Fuzzy Environments....Pages 456-465
Discovering Characteristic Individual Accessing Behaviors in Web Environment....Pages 466-476
An Efficient and Practical Algorithm for the Many-Keyword Proximity Problem by Offsets....Pages 477-483
Simplifying the Manager Competency Model by Using the Rough Set Approach....Pages 484-494
Financial Risk Prediction Using Rough Sets Tools: A Case Study....Pages 495-502
Using Rough Set and Worst Practice DEA in Business Failure Prediction....Pages 503-510
Intrusion Detection System Based on Multi-class SVM....Pages 511-519
A Development of Intrusion Detection and Protection System Using Netfilter Framework....Pages 520-529
A Group Decision-Making Model of Risk Evasion in Software Project Bidding Based on VPRS....Pages 530-538
Research on Risk Probability Estimating Using Fuzzy Clustering for Dynamic Security Assessment....Pages 539-547
Ensuring Data Security Against Knowledge Discovery in Distributed Information Systems....Pages 548-557
A Scheme for Inference Problems Using Rough Sets and Entropy....Pages 558-567
Towards New Areas of Security Engineering....Pages 568-574
Application of Variable Precision Rough Set Model and Neural Network to Rotating Machinery Fault Diagnosis....Pages 575-584
Integration of Variable Precision Rough Set and Fuzzy Clustering: An Application to Knowledge Acquisition for Manufacturing Process Planning....Pages 585-593
An Obstacle Avoidance Technique for AUVs Based on BK-Product of Fuzzy Relations....Pages 594-603
SVR-Based Method Forecasting Intermittent Demand for Service Parts Inventories....Pages 604-613
Fuzzy Forecast Modeling for Gas Furnace Based on Fuzzy Sets and Rough Sets Theory....Pages 614-623
Flexible Quality-of-Control Management in Embedded Systems Using Fuzzy Feedback Scheduling....Pages 624-633
Improvement of Multicast Routing Protocol Using Petri Nets....Pages 634-643
An Efficient Bandwidth Management Scheme for a Hard Real-Time Fuzzy Control System Based on the Wireless LAN....Pages 644-653
Application of Rough Set for Routing Selection Based on OSPF Protocol....Pages 654-661
Energy Aware Routing with Dynamic Probability Scaling....Pages 662-670
Application of (Max, +)-Algebra to the Optimal Buffer Size in Poisson Driven Deterministic Queues in Series with Blocking....Pages 671-677
Uncertainty Handling in Tabular-Based Requirements Using Rough Sets....Pages 678-687
Behavioral Pattern Identification Through Rough Set Modelling....Pages 688-697
Selecting Attributes for Soft-Computing Analysis in Hybrid Intelligent Systems....Pages 698-708
Brain Signals: Feature Extraction and Classification Using Rough Set Methods....Pages 709-718
On the Design and Operation of Sapient (Wise) Systems....Pages 719-726
Three Steps to Robo Sapiens ....Pages 727-733
Back Matter....Pages -