New Directions in Rough Sets, Data Mining, and Granular-Soft Computing: 7th International Workshop, RSFDGrC’99, Yamaguchi, Japan, November 9-11, 1999. Proceedings

Front Matter....Pages -
Decision Rules, Bayes’ Rule and Rough Sets....Pages 1-9
A New Direction in System Analysis: From Computation with Measurements to Computation with Perceptions....Pages 10-11
On Text Mining Techniques for Personalization....Pages 12-18
A Road to Discovery Science....Pages 19-19
Calculi of Granules Based on Rough Set Theory: Approximate Distributed Synthesis and Granular Semantics for Computing with Words....Pages 20-28
Discovery of Rules about Complications....Pages 29-37
Rough Genetic Algorithms....Pages 38-46
Classifying Faults in High Voltage Power Systems: A Rough-Fuzzy Neural Computational Approach....Pages 47-54
Toward Spatial Reasoning in the Framework of Rough Mereology....Pages 55-63
An Algorithm for Finding Equivalence Relations from Tables with Non-deterministic Information....Pages 64-72
On the Extension of Rough Sets under Incomplete Information....Pages 73-81
On Rough Relations: An Alternative Formulation....Pages 82-90
Formal Rough Concept Analysis....Pages 91-99
Noise Reduction in Telecommunication Channels Using Rough Sets and Neural Networks....Pages 100-108
Rough Set Analysis of Electrostimulation Test Database for the Prediction of Post-Operative Profits in Cochlear Implanted Patients....Pages 109-117
A Rough Set-Based Approach to Text Classification....Pages 118-127
Modular Rough Fuzzy MLP: Evolutionary Design....Pages 128-136
Approximate Reducts and Association Rules....Pages 137-145
Handling Missing Values in Rough Set Analysis of Multi-attribute and Multi-criteria Decision Problems....Pages 146-157
The Generic Rough Set Inductive Logic Programming Model and Motifs in Strings....Pages 158-167
Rough Problem Settings for Inductive Logic Programming....Pages 168-177
Using Rough Sets with Heuristics for Feature Selection....Pages 178-187
The Discretization of Continuous Attributes Based on Compatibility Rough Set and Genetic Algorithm....Pages 188-192
Level Cut Conditioning Approach to the Necessity Measure Specification....Pages 193-202
Four c -Regression Methods and Classification Functions....Pages 203-211
Context-Free Fuzzy Sets in Data Mining Context....Pages 212-220
Applying Fuzzy Hypothesis Testing to Medical Data....Pages 221-229
Generating a Macroeconomic Fuzzy Forecasting System Using Evolutionary Search....Pages 230-238
Fuzzy Control of Nonlinear Systems Using Nonlinearized Parameterization....Pages 239-247
Control of Chaotic Systems Using Fuzzy Model-Based Regulators....Pages 248-256
Fuzzy Behavior-Based Control for the Obstacle Avoidance of Multi-link Manipulators....Pages 257-265
Fuzzy Future Value and Annual Cash Flow Analyses....Pages 266-270
Semi-linear Equation with Fuzzy Parameters....Pages 271-275
First Order Rough Logic-Revisited....Pages 276-284
A Generalized Decision Logic in Interval-Set-Valued Information Tables....Pages 285-293
Many-Valued Dynamic Logic for Qualitative Decision Theory....Pages 294-303
Incorporating Fuzzy Set Theory and Matrix Logic in Multi-layer Logic....Pages 304-313
Fuzzy Logic as Interfacing Media for Constraint Propagation Based on Theories of Chu Space and Information Flow....Pages 314-323
Pattern Reasoning: A New Solution for Knowledge Acquisition Problem....Pages 324-333
Probabilistic Inference and Bayesian Theorem Based on Logical Implication....Pages 334-342
Reasoning with Neural Logic Networks....Pages 343-351
The Resolution for Rough Propositional Logic with Lower (L) and Upper (H) Approximate Operators....Pages 352-356
Information Granules in Distributed Environment....Pages 357-365
Evolving Granules for Classification for Discovering Difference in the Usage of Words....Pages 366-374
Interval Evaluation by AHP with Rough Set Concept....Pages 375-381
Interval Density Functions in Conflict Analysis....Pages 382-389
Incorporating Personal Database Unification by Granular Computing....Pages 390-394
Knowledge-Driven Discovery of Operational Definitions....Pages 395-404
A Closest Fit Approach to Missing Attribute Values in Preterm Birth Data....Pages 405-413
Visualizing Discovered Rule Sets with Visual Graphs Based on Compressed Entropy Density....Pages 414-422
A Distance-Based Clustering and Selection of Association Rules on Numeric Attributes....Pages 423-432
Knowledge Discovery for Protein Tertiary Substructures....Pages 433-442
Integrating Classification and Association Rule Mining: A Concept Lattice Framework....Pages 443-447
Using Rough Genetic and Kohonen’s Neural Network for Conceptual Cluster Discovery in Data Mining....Pages 448-452
Towards Automated Optimal Equity Portfolios Discovery in a Knowledge Sharing Financial Data Warehouse....Pages 453-457
Rule-Evolver: An Evolutionary Approach for Data Mining....Pages 458-462
Decision Making with Probabilistic Decision Tables....Pages 463-471
The Iterated Version Space Learning....Pages 472-481
An Empirical Study on Rule Quality Measures....Pages 482-491
Rules as Attributes in Classifier Construction....Pages 492-499
An Algorithm to Find the Optimized Network Structure in an Incremental Learning....Pages 500-508
Patterns in Numerical Data: Practical Approximations to Kolmogorov Complexity....Pages 509-513
Performance Prediction for Classification Systems....Pages 514-518
Flexible Optimization and Evolution of Underwater Autonomous Agents....Pages 519-527
Ontology-Based Multi-agent Model of an Information Security System....Pages 528-532
Optimal Multi-scale Time Series Decomposition for Financial Forecasting Using Wavelet Thresholding Techniques....Pages 533-542
Computerized Spelling Recognition of Words Expressed in the Sound Approach....Pages 543-550
An Adaptive Handwriting Recognition System....Pages 551-555
Back Matter....Pages -