This volume contains the papers selected for presentation at the 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC 2003) held at Chongqing University of Posts and Telecommunications, Chongqing, P.R. China, May 26–29, 2003. There were 245 submissions for RSFDGrC 2003 excluding for 2 invited keynote papers and 11 invited plenary papers. Apart from the 13 invited papers, 114 papers were accepted for RSFDGrC 2003 and were included in this volume. The acceptance rate was only 46.5%. These papers were divided into 39 regular oral presentation papers (each allotted 8 pages), 47 short oral presentation papers (each allotted 4 pages) and 28 poster presentation papers (each allotted 4 pages) on the basis of reviewer evaluations. Each paper was reviewed by three referees. The conference is a continuation and expansion of the International Workshops on Rough Set Theory and Applications. In particular, this was the ninth meeting in the series and the first international conference. The aim of RSFDGrC2003 was to bring together researchers from diverse fields of expertise in order to facilitate mutual understanding and cooperation and to help in cooperative work aimed at new hybrid paradigms. It is our great pleasure to dedicate this volume to Prof. Zdzislaw Pawlak, who first introduced the basic ideas and definitions of rough sets theory over 20 years ago.
Author(s): Zdzisław Pawlak (auth.), Guoyin Wang, Qing Liu, Yiyu Yao, Andrzej Skowron (eds.)
Series: Lecture Notes in Computer Science 2639 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2003
Language: English
Pages: 746
Tags: Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Mathematical Logic and Formal Languages; Database Management; Information Storage and Retrieval; Pattern Recognition
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
