Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 9th International Conference, RSFDGrC 2003, Chongqing, China, May 26–29, 2003 Proceedings

Flow Graphs and Decision Algorithms....Pages 1-10
The Quotient Space Theory of Problem Solving....Pages 11-15
Granular Computing....Pages 16-24
Rough Sets: Trends and Challenges....Pages 25-34
A New Development on ANN in China — Biomimetic Pattern Recognition and Multi Weight Vector Neurons....Pages 35-43
On Generalizing Rough Set Theory....Pages 44-51
Dual Mathematical Models Based on Rough Approximations in Data Analysis....Pages 52-59
Knowledge Theory: Outline and Impact....Pages 60-69
A Rough Set Paradigm for Unifying Rough Set Theory and Fuzzy Set Theory....Pages 70-77
Extracting Structure of Medical Diagnosis: Rough Set Approach....Pages 78-88
A Kind of Linearization Method in Fuzzy Control System Modeling....Pages 89-98
A Common Framework for Rough Sets, Databases, and Bayesian Networks....Pages 99-103
Rough Sets, EM Algorithm, MST and Multispectral Image Segmentation....Pages 104-105
Rough Mereology: A Survey of New Developments with Applications to Granular Computing, Spatial Reasoning and Computing with Words....Pages 106-113
A New Rough Sets Model Based on Database Systems....Pages 114-121
A Rough Set and Rule Tree Based Incremental Knowledge Acquisition Algorithm....Pages 122-129
Comparison of Conventional and Rough K-Means Clustering....Pages 130-137
An Application of Rough Sets to Monk’s Problems Solving....Pages 138-145
Pre-topologies and Dynamic Spaces....Pages 146-155
Rough Sets and Gradual Decision Rules....Pages 156-164
Explanation Oriented Association Mining Using Rough Set Theory....Pages 165-172
Probabilistic Rough Sets Characterized by Fuzzy Sets....Pages 173-180
A View on Rough Set Concept Approximations....Pages 181-188
Evaluation of Probabilistic Decision Tables....Pages 189-196
Query Answering in Rough Knowledge Bases....Pages 197-204
Upper and Lower Recursion Schemes in Abstract Approximation Spaces....Pages 205-212
Adaptive Granular Control of an HVDC System: A Rough Set Approach....Pages 213-220
Rough Set Approach to Domain Knowledge Approximation....Pages 221-228
Reasoning Based on Information Changes in Information Maps....Pages 229-236
Characteristics of Accuracy and Coverage in Rule Induction....Pages 237-244
Interpretation of Rough Neural Networks as Emergent Model....Pages 245-249
Using Fuzzy Dependency-Guided Attribute Grouping in Feature Selection....Pages 250-254
Conjugate Information Systems: Learning Cognitive Concepts in Rough Set Theory....Pages 255-258
A Rule Induction Method of Plant Disease Description Based on Rough Sets....Pages 259-263
Rough Set Data Analysis Algorithms for Incomplete Information Systems....Pages 264-268
Inconsistency Classification and Discernibility-Matrix-Based Approaches for Computing an Attribute Core....Pages 269-273
Multi-knowledge Extraction and Application....Pages 274-278
Multi-rough Sets Based on Multi-contexts of Attributes....Pages 279-282
Approaches to Approximation Reducts in Inconsistent Decision Tables....Pages 283-286
Degree of Dependency and Quality of Classification in the Extended Variable Precision Rough Sets Model....Pages 287-290
Approximate Reducts of an Information System....Pages 291-294
A Rough Set Methodology to Support Learner Self-Assessment in Web-Based Distance Education....Pages 295-298
A Synthesis of Concurrent Systems: A Rough Set Approach....Pages 299-302
Towards a Line-Crawling Robot Obstacle Classification System: A Rough Set Approach....Pages 303-307
Order Based Genetic Algorithms for the Search of Approximate Entropy Reducts....Pages 308-311
Variable Precision Bayesian Rough Set Model....Pages 312-315
Linear Independence in Contingency Table....Pages 316-319
The Information Entropy of Rough Relational Databases....Pages 320-324
A T-S Type of Rough Fuzzy Control System and Its Implementation....Pages 325-328
Rough Mereology in Knowledge Representation....Pages 329-333
Rough Set Methods for Constructing Support Vector Machines....Pages 334-338
The Lattice Property of Fuzzy Rough Sets....Pages 339-341
Querying Data from RRDB Based on Rough Sets Theory....Pages 342-345
An Inference Approach Based on Rough Sets....Pages 346-349
Classification Using the Variable Precision Rough Set....Pages 350-353
An Illustration of the Effect of Continuous Valued Discretisation in Data Analysis Using VPRS β ....Pages 354-357
Application of Fuzzy Control Base on Changeable Universe to Superheated Steam Temperature Control System....Pages 358-362
Application of Fuzzy Support Vector Machines in Short-Term Load Forecasting....Pages 363-367
A Symbolic Approximate Reasoning....Pages 368-373
Intuition in Soft Decision Analysis....Pages 374-377
Ammunition Supply Decision-Making System Design Based on Fuzzy Control....Pages 378-381
The Concept of Approximation Based on Fuzzy Dominance Relation in Decision-Making....Pages 382-385
An Image Enhancement Arithmetic Research Based on Fuzzy Set and Histogram....Pages 386-389
A Study on a Generalized FCM....Pages 390-393
Fuzzy Multiple Synapses Neural Network and Fuzzy Clustering....Pages 394-397
On Possibilistic Variance of Fuzzy Numbers....Pages 398-402
Deductive Data Mining....Pages 403-404
Information Granules for Intelligent Knowledge Structures....Pages 405-412
Design and Implement for Diagnosis Systems of Hemorheology on Blood Viscosity Syndrome Based on GrC....Pages 413-420
Granular Reasoning Using Zooming In & Out....Pages 421-424
A Pure Mereological Approach to Roughness....Pages 425-429
Knowledge Based Descriptive Neural Networks....Pages 430-436
Genetically Optimized Rule-Based Fuzzy Polynomial Neural Networks: Synthesis of Computational Intelligence Technologies....Pages 437-444
Ant Colony Optimization for Navigating Complex Labyrinths....Pages 445-448
An Improved Quantum Genetic Algorithm and Its Application....Pages 449-452
Intelligent Generation of Candidate Sets for Genetic Algorithms in Very Large Search Spaces....Pages 453-457
Fast Retraining of Artificial Neural Networks....Pages 458-461
Fuzzy-ARTMAP and Higher-Order Statistics Based Blind Equalization....Pages 462-465
Comparison of BPL and RBF Network in Intrusion Detection System....Pages 466-470
Back Propagation with Randomized Cost Function for Training Neural Networks....Pages 471-475
Selective Ensemble of Decision Trees....Pages 476-483
A Maximal Frequent Itemset Algorithm....Pages 484-490
On Data Mining for Direct Marketing....Pages 491-498
A New Incremental Maintenance Algorithm of Data Cube....Pages 499-506
Data Mining for Motifs in DNA Sequences....Pages 507-514
Maximum Item First Pattern Growth for Mining Frequent Patterns....Pages 515-523
Extended Random Sets for Knowledge Discovery in Information Systems....Pages 524-532
Research on a Union Algorithm of Multiple Concept Lattices....Pages 533-540
A Theoretical Framework for Knowledge Discovery in Databases Based on Probabilistic Logic....Pages 541-548
An Improved Branch & Bound Algorithm in Feature Selection....Pages 549-556
Classification of Caenorhabditis Elegans Behavioural Phenotypes Using an Improved Binarization Method....Pages 557-564
Consensus versus Conflicts — Methodology and Applications....Pages 565-572
Interpolation Techniques for Geo-spatial Association Rule Mining....Pages 573-580
Imprecise Causality in Mined Rules....Pages 581-588
Sphere-Structured Support Vector Machines for Multi-class Pattern Recognition....Pages 589-593
HIPRICE-A Hybrid Model for Multi-agent Intelligent Recommendation....Pages 594-597
A Database-Based Job Management System....Pages 598-602
Optimal Choice of Parameters for a Density-Based Clustering Algorithm....Pages 603-606
An Improved Parameter Tuning Method for Support Vector Machines....Pages 607-610
Approximate Algorithm for Minimization of Decision Tree Depth....Pages 611-614
Virtual Reality Representation of Information Systems and Decision Rules: An Exploratory Technique for Understanding Data and Knowledge Structure....Pages 615-618
Hierarchical Clustering Algorithm Based on Neighborhood-Linked in Large Spatial Databases....Pages 619-622
Unsupervised Learning of Pattern Templates from Unannotated Corpora for Proper Noun Extraction....Pages 623-626
Approximate Aggregate Queries with Guaranteed Error Bounds....Pages 627-630
Improving Classification Performance by Combining Multiple TAN Classifiers....Pages 631-634
Image Recognition Using Adaptive Fuzzy Neural Network and Wavelet Transform....Pages 635-639
SOM Based Image Segmentation....Pages 640-643
User’s Interests Navigation Model Based on Hidden Markov Model....Pages 644-647
Successive Overrelaxation for Support Vector Regression....Pages 648-651
Statistic Learning and Intrusion Detection....Pages 652-659
A New Association Rules Mining Algorithms Based on Directed Itemsets Graph....Pages 660-663
A Distributed Multidimensional Data Model of Data Warehouse....Pages 664-667
An Overview of Hybrid Possibilistic Reasoning....Pages 668-675
Critical Remarks on the Computational Complexity in Probabilistic Inference....Pages 676-681
Critical Remarks on the Maximal Prime Decomposition of Bayesian Networks....Pages 682-685
A Non-local Coarsening Result in Granular Probabilistic Networks....Pages 686-689
Probabilistic Inference on Three-Valued Logic....Pages 690-693
Multi-dimensional Observer-Centred Qualitative Spatial-temporal Reasoning....Pages 694-696
Architecture Specification for Design of Agent-Based System in Domain View....Pages 697-700
Adapting Granular Rough Theory to Multi-agent Context....Pages 701-705
How to Choose the Optimal Policy in Multi-agent Belief Revision?....Pages 706-710
Research of Atomic and Anonymous Electronic Commerce Protocol....Pages 711-714
Colored Petri Net Based Attack Modeling....Pages 715-718
Intelligent Real-Time Traffic Signal Control Based on a Paraconsistent Logic Program EVALPSN....Pages 719-723
Transporting CAN Messages over WATM....Pages 724-729
A Hybrid Intrusion Detection Strategy Used for Web Security....Pages 730-733
Mining Sequence Pattern from Time Series Based on Inter-relevant Successive Trees Model....Pages 734-737