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• catalog abstract "This volume contains the papers selected for presentation at the Seventh Int- national Workshop on Rough Sets, Fuzzy Sets, Data Mining, and Granular-Soft Computing (RSFDGrC’99) held in the Yamaguchi Resort Center, Ube, Y- aguchi, Japan, November 9-11, 1999. The workshop was organized by Inter- tional Rough Set Society, BISC Special Interest Group on Granular Comp- ing (GrC), Polish-JapaneseInstitute of Information Technology,and Yamaguchi University. RSFDGrC’99providedaninternationalforumforsharingoriginalresearch results and practical development experiences among experts in these emerging ?elds.An importantfeatureoftheworkshopwasto stresstheroleofthe integ- tion of intelligent information techniques. That is, to promote a deep fusion of these approaches to AI, Soft Computing, and Database communities in order to solve real world, large, complex problems concerned with uncertainty and fuz- ness. In particular, rough and fuzzy set methods in data mining and granular computing were on display. The total of 89 papers coming from 21 countries and touching a wide spectrum of topics related to both theory and applications were submitted to RSFDGrC’99. Out of them 45 papers were selected for regular presentations and 15 for short presentations. Seven technical sessions were organized, namely: Rough Set Theory and Its Applications; Fuzzy Set Theory and Its Applications; Non-Classical Logic and Approximate Reasoning; Information Granulation and Granular Computing; Data Mining and Knowledge Discovery; Machine Lea- ing; Intelligent Agents and Systems. TheRSFDGrC’99programwasenrichedbyfourinvitedspeakers:Zdzis law Pawlak, Lot? A. Zadeh, Philip Yu, and Setsuo Arikawa, from Soft Computing, Database, and AI communities. A special session on Rough Computing: Fo- dations and Applications was organized by James F. Peters.".
• catalog contributor b11505278.
• catalog contributor b11505279.
• catalog contributor b11505280.
• catalog contributor b11505281.
• catalog created "c1999.".
• catalog date "1999".
• catalog date "c1999.".
• catalog dateCopyrighted "c1999.".
• catalog description "Applying Fuzzy Hypothesis Testing to Medical Data -- Generating a Macroeconomic Fuzzy Forecasting System Using Evolutionary Search -- Fuzzy Control of Nonlinear Systems Using Nonlinearized Parameterization -- Control of Chaotic Systems Using Fuzzy Model-Based Regulators -- Fuzzy Behavior-Based Control for the Obstacle Avoidance of Multi-link Manipulators -- Fuzzy Future Value and Annual Cash Flow Analyses -- Semi-linear Equation with Fuzzy Parameters -- Non-classical Logic and Approximate Reasoning -- First Order Rough Logic-Revisited -- A Generalized Decision Logic in Interval-Set-Valued Information Tables -- Many-Valued Dynamic Logic for Qualitative Decision Theory -- Incorporating Fuzzy Set Theory and Matrix Logic in Multi-layer Logic -- Fuzzy Logic as Interfacing Media for Constraint Propagation Based on Theories of Chu Space and Information Flow -- Pattern Reasoning: A New Solution for Knowledge Acquisition Problem -- ".
• catalog description "Includes bibliographical references and index.".
• catalog description "Integrating Classification and Association Rule Mining: A Concept Lattice Framework -- Using Rough Genetic and Kohonen’s Neural Network for Conceptual Cluster Discovery in Data Mining -- Towards Automated Optimal Equity Portfolios Discovery in a Knowledge Sharing Financial Data Warehouse -- Rule-Evolver: An Evolutionary Approach for Data Mining -- Machine Learning -- Decision Making with Probabilistic Decision Tables -- The Iterated Version Space Learning -- An Empirical Study on Rule Quality Measures -- Rules as Attributes in Classifier Construction -- An Algorithm to Find the Optimized Network Structure in an Incremental Learning -- Patterns in Numerical Data: Practical Approximations to Kolmogorov Complexity -- Performance Prediction for Classification Systems -- Intelligent Agents and Systems -- Flexible Optimization and Evolution of Underwater Autonomous Agents -- Ontology-Based Multi-agent Model of an Information Security System -- ".
• catalog description "Invited Talks -- Decision Rules, Bayes’ Rule and Rough Sets -- A New Direction in System Analysis: From Computation with Measurements to Computation with Perceptions -- On Text Mining Techniques for Personalization -- A Road to Discovery Science -- Rough Computing: Foundations and Applications -- Calculi of Granules Based on Rough Set Theory: Approximate Distributed Synthesis and Granular Semantics for Computing with Words -- Discovery of Rules about Complications -- Rough Genetic Algorithms -- Classifying Faults in High Voltage Power Systems: A Rough-Fuzzy Neural Computational Approach -- Rough Set Theory and Its Applications -- Toward Spatial Reasoning in the Framework of Rough Mereology -- An Algorithm for Finding Equivalence Relations from Tables with Non-deterministic Information -- On the Extension of Rough Sets under Incomplete Information -- On Rough Relations: An Alternative Formulation -- Formal Rough Concept Analysis -- ".
• catalog description "Noise Reduction in Telecommunication Channels Using Rough Sets and Neural Networks -- Rough Set Analysis of Electrostimulation Test Database for the Prediction of Post-Operative Profits in Cochlear Implanted Patients -- A Rough Set-Based Approach to Text Classification -- Modular Rough Fuzzy MLP: Evolutionary Design -- Approximate Reducts and Association Rules -- Handling Missing Values in Rough Set Analysis of Multi-attribute and Multi-criteria Decision Problems -- The Generic Rough Set Inductive Logic Programming Model and Motifs in Strings -- Rough Problem Settings for Inductive Logic Programming -- Using Rough Sets with Heuristics for Feature Selection -- The Discretization of Continuous Attributes Based on Compatibility Rough Set and Genetic Algorithm -- Fuzzy Set Theory and Its Applications -- Level Cut Conditioning Approach to the Necessity Measure Specification -- Four c-Regression Methods and Classification Functions -- Context-Free Fuzzy Sets in Data Mining Context -- ".
• catalog description "Optimal Multi-scale Time Series Decomposition for Financial Forecasting Using Wavelet Thresholding Techniques -- Computerized Spelling Recognition of Words Expressed in the Sound Approach -- An Adaptive Handwriting Recognition System.".
• catalog description "Probabilistic Inference and Bayesian Theorem Based on Logical Implication -- Reasoning with Neural Logic Networks -- The Resolution for Rough Propositional Logic with Lower (L) and Upper (H) Approximate Operators -- Information Granulation and Granular Computing -- Information Granules in Distributed Environment -- Evolving Granules for Classification for Discovering Difference in the Usage of Words -- Interval Evaluation by AHP with Rough Set Concept -- Interval Density Functions in Conflict Analysis -- Incorporating Personal Database Unification by Granular Computing -- Data Mining and Knowledge Discovery -- Knowledge-Driven Discovery of Operational Definitions -- A Closest Fit Approach to Missing Attribute Values in Preterm Birth Data -- Visualizing Discovered Rule Sets with Visual Graphs Based on Compressed Entropy Density -- A Distance-Based Clustering and Selection of Association Rules on Numeric Attributes -- Knowledge Discovery for Protein Tertiary Substructures -- ".
• catalog description "This volume contains the papers selected for presentation at the Seventh Int- national Workshop on Rough Sets, Fuzzy Sets, Data Mining, and Granular-Soft Computing (RSFDGrC’99) held in the Yamaguchi Resort Center, Ube, Y- aguchi, Japan, November 9-11, 1999. The workshop was organized by Inter- tional Rough Set Society, BISC Special Interest Group on Granular Comp- ing (GrC), Polish-JapaneseInstitute of Information Technology,and Yamaguchi University. RSFDGrC’99providedaninternationalforumforsharingoriginalresearch results and practical development experiences among experts in these emerging ?elds.An importantfeatureoftheworkshopwasto stresstheroleofthe integ- tion of intelligent information techniques. That is, to promote a deep fusion of these approaches to AI, Soft Computing, and Database communities in order to solve real world, large, complex problems concerned with uncertainty and fuz- ness. In particular, rough and fuzzy set methods in data mining and granular computing were on display. The total of 89 papers coming from 21 countries and touching a wide spectrum of topics related to both theory and applications were submitted to RSFDGrC’99. Out of them 45 papers were selected for regular presentations and 15 for short presentations. Seven technical sessions were organized, namely: Rough Set Theory and Its Applications; Fuzzy Set Theory and Its Applications; Non-Classical Logic and Approximate Reasoning; Information Granulation and Granular Computing; Data Mining and Knowledge Discovery; Machine Lea- ing; Intelligent Agents and Systems. TheRSFDGrC’99programwasenrichedbyfourinvitedspeakers:Zdzis law Pawlak, Lot? A. Zadeh, Philip Yu, and Setsuo Arikawa, from Soft Computing, Database, and AI communities. A special session on Rough Computing: Fo- dations and Applications was organized by James F. Peters.".
• catalog extent "xiv, 558 p. :".
• catalog identifier "3540666451 (softcover : alk. paper)".
• catalog isPartOf "Lecture notes in computer science ; 1711. Lecture notes in artificial intelligence".
• catalog isPartOf "Lecture notes in computer science ; 1711.".
• catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
• catalog issued "1999".
• catalog issued "c1999.".
• catalog language "eng".
• catalog publisher "Berlin ; New York : Springer,".
• catalog subject "004 21".
• catalog subject "Artificial intelligence.".
• catalog subject "Computer science Congresses.".
• catalog subject "Computer science.".
• catalog subject "Data mining Congresses.".
• catalog subject "Database management.".
• catalog subject "Fuzzy sets Congresses.".
• catalog subject "Information storage and retrieval systems.".
• catalog subject "QA75.5 .R494 1999".
• catalog subject "QA75.5 R494 1999".
• catalog subject "Soft computing Congresses.".
• catalog tableOfContents "Applying Fuzzy Hypothesis Testing to Medical Data -- Generating a Macroeconomic Fuzzy Forecasting System Using Evolutionary Search -- Fuzzy Control of Nonlinear Systems Using Nonlinearized Parameterization -- Control of Chaotic Systems Using Fuzzy Model-Based Regulators -- Fuzzy Behavior-Based Control for the Obstacle Avoidance of Multi-link Manipulators -- Fuzzy Future Value and Annual Cash Flow Analyses -- Semi-linear Equation with Fuzzy Parameters -- Non-classical Logic and Approximate Reasoning -- First Order Rough Logic-Revisited -- A Generalized Decision Logic in Interval-Set-Valued Information Tables -- Many-Valued Dynamic Logic for Qualitative Decision Theory -- Incorporating Fuzzy Set Theory and Matrix Logic in Multi-layer Logic -- Fuzzy Logic as Interfacing Media for Constraint Propagation Based on Theories of Chu Space and Information Flow -- Pattern Reasoning: A New Solution for Knowledge Acquisition Problem -- ".
• catalog tableOfContents "Integrating Classification and Association Rule Mining: A Concept Lattice Framework -- Using Rough Genetic and Kohonen’s Neural Network for Conceptual Cluster Discovery in Data Mining -- Towards Automated Optimal Equity Portfolios Discovery in a Knowledge Sharing Financial Data Warehouse -- Rule-Evolver: An Evolutionary Approach for Data Mining -- Machine Learning -- Decision Making with Probabilistic Decision Tables -- The Iterated Version Space Learning -- An Empirical Study on Rule Quality Measures -- Rules as Attributes in Classifier Construction -- An Algorithm to Find the Optimized Network Structure in an Incremental Learning -- Patterns in Numerical Data: Practical Approximations to Kolmogorov Complexity -- Performance Prediction for Classification Systems -- Intelligent Agents and Systems -- Flexible Optimization and Evolution of Underwater Autonomous Agents -- Ontology-Based Multi-agent Model of an Information Security System -- ".
• catalog tableOfContents "Invited Talks -- Decision Rules, Bayes’ Rule and Rough Sets -- A New Direction in System Analysis: From Computation with Measurements to Computation with Perceptions -- On Text Mining Techniques for Personalization -- A Road to Discovery Science -- Rough Computing: Foundations and Applications -- Calculi of Granules Based on Rough Set Theory: Approximate Distributed Synthesis and Granular Semantics for Computing with Words -- Discovery of Rules about Complications -- Rough Genetic Algorithms -- Classifying Faults in High Voltage Power Systems: A Rough-Fuzzy Neural Computational Approach -- Rough Set Theory and Its Applications -- Toward Spatial Reasoning in the Framework of Rough Mereology -- An Algorithm for Finding Equivalence Relations from Tables with Non-deterministic Information -- On the Extension of Rough Sets under Incomplete Information -- On Rough Relations: An Alternative Formulation -- Formal Rough Concept Analysis -- ".
• catalog tableOfContents "Noise Reduction in Telecommunication Channels Using Rough Sets and Neural Networks -- Rough Set Analysis of Electrostimulation Test Database for the Prediction of Post-Operative Profits in Cochlear Implanted Patients -- A Rough Set-Based Approach to Text Classification -- Modular Rough Fuzzy MLP: Evolutionary Design -- Approximate Reducts and Association Rules -- Handling Missing Values in Rough Set Analysis of Multi-attribute and Multi-criteria Decision Problems -- The Generic Rough Set Inductive Logic Programming Model and Motifs in Strings -- Rough Problem Settings for Inductive Logic Programming -- Using Rough Sets with Heuristics for Feature Selection -- The Discretization of Continuous Attributes Based on Compatibility Rough Set and Genetic Algorithm -- Fuzzy Set Theory and Its Applications -- Level Cut Conditioning Approach to the Necessity Measure Specification -- Four c-Regression Methods and Classification Functions -- Context-Free Fuzzy Sets in Data Mining Context -- ".
• catalog tableOfContents "Optimal Multi-scale Time Series Decomposition for Financial Forecasting Using Wavelet Thresholding Techniques -- Computerized Spelling Recognition of Words Expressed in the Sound Approach -- An Adaptive Handwriting Recognition System.".
• catalog tableOfContents "Probabilistic Inference and Bayesian Theorem Based on Logical Implication -- Reasoning with Neural Logic Networks -- The Resolution for Rough Propositional Logic with Lower (L) and Upper (H) Approximate Operators -- Information Granulation and Granular Computing -- Information Granules in Distributed Environment -- Evolving Granules for Classification for Discovering Difference in the Usage of Words -- Interval Evaluation by AHP with Rough Set Concept -- Interval Density Functions in Conflict Analysis -- Incorporating Personal Database Unification by Granular Computing -- Data Mining and Knowledge Discovery -- Knowledge-Driven Discovery of Operational Definitions -- A Closest Fit Approach to Missing Attribute Values in Preterm Birth Data -- Visualizing Discovered Rule Sets with Visual Graphs Based on Compressed Entropy Density -- A Distance-Based Clustering and Selection of Association Rules on Numeric Attributes -- Knowledge Discovery for Protein Tertiary Substructures -- ".
• catalog title "New directions in rough sets, data mining, and granular-soft computing : 7th International Workshop, RSFDGrC'99, Yamaguchi, Japan, November 1999 : proceedings / Ning Zhong, Andrzej Skowron, Setsuo Ohsuga (eds.).".
• catalog type "text".