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The Resource Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
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The item Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.This item is available to borrow from all library branches.
Resource Information
The item Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in Boston University Libraries.
This item is available to borrow from all library branches.
 Summary
 The two volume set LNAI 3641 and LNAI 3642 constitutes the refereed proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, held in Regina, Canada in August/September 2005. The 119 revised full papers presented were carefully reviewed and selected from a total of 277 submissions. They comprise the two volumes together with 6 invited papers, 22 approved workshop papers, and 5 special section papers that all were carefully selected and thoroughly revised. The first volume includes 75 contributions related to rough set approximations, roughalgebraic foundations, feature selection and reduction, reasoning in information systems, roughprobabilistic approaches, roughfuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, nonstandard logics, and granular computing. The second volume contains 77 contributions and deals with rough set software, data mining, hybrid and hierarchical methods, information retrieval, image recognition and processing, multimedia applications, medical applications, web content analysis, business and industrial applications, the approved workshop papers and the papers accepted for a special session on intelligent and sapient systems
 Language
 eng
 Extent
 1 online resource (2 v.)
 Contents

 Invited Papers
 Rough Sets and Flow Graphs
 A Modal Characterization of Indiscernibility and Similarity Relations in Pawlak’s Information Systems
 Granular Computing with Shadowed Sets
 Rough Set Approximations
 Rough Sets and Higher Order Vagueness
 Approximation in Formal Concept Analysis
 SecondOrder Rough Approximations in Multicriteria Classification with Imprecise Evaluations and Assignments
 New Approach for Basic Rough Set Concepts
 A Partitional View of Concept Lattice
 Characterizations of Attributes in Generalized Approximation Representation Spaces
 RoughAlgebraic Foundations
 Proximity Spaces of Exact Sets
 Rough Group, Rough Subgroup and Their Properties
 Concept Lattices vs. Approximation Spaces
 Rough Sets over the Boolean Algebras
 Algebraic Approach to Generalized Rough Sets
 Logic for Rough Sets with Rough Double Stone Algebraic Semantics
 Feature Selection and Reduction
 On Partial Tests and Partial Reducts for Decision Tables
 The Second Attribute
 Pairwise Cores in Information Systems
 Data Preprocessing and Kappa Coefficient
 Incremental Attribute Reduction Based on Elementary Sets
 Finding Rough Set Reducts with SAT
 Feature Selection with Adjustable Criteria
 Feature Selection Based on Relative Attribute Dependency: An Experimental Study
 Reasoning in Information Systems
 On Consistent and Partially Consistent Extensions of Information Systems
 A New Treatment and Viewpoint of Information Tables
 Incomplete Data and Generalization of Indiscernibility Relation, Definability, and Approximations
 Discernibility Functions and Minimal Rules in Nondeterministic Information Systems
 Studies on Rough Sets in Multiple Tables
 Normalization in a Rough Relational Database
 RoughProbabilistic Approaches
 Probabilistic Rough Sets
 Variable Precision Bayesian Rough Set Model and Its Application to Human Evaluation Data
 Variable Precision Rough Set Approach to Multiple Decision Tables
 Rough Membership and Bayesian Confirmation Measures for Parameterized Rough Sets
 Rough Sets Handling Missing Values Probabilistically Interpreted
 The Computational Complexity of Inference Using Rough Set Flow Graphs
 RoughFuzzy Hybridization
 Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy SetValued Mapping
 Variable Precision Fuzzy Rough Sets Model in the Analysis of Process Data
 CRST: A Generalization of Rough Set Theory
 An Extension of Rough Approximation Quality to Fuzzy Classification
 Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms
 Multilayer FLC Design Based on RST
 Fuzzy Methods in Data Analysis
 Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model
 A New Feature Weighted Fuzzy Clustering Algorithm
 UserDriven Fuzzy Clustering: On the Road to Semantic Classification
 Evolutionary Computing
 Research on Clone Mind Evolution Algorithm
 A Study on the Global Convergence Time Complexity of Estimation of Distribution Algorithms
 Finding Minimal Rough Set Reducts with Particle Swarm Optimization
 MEA Based Nonlinearity Correction Algorithm for the VCO of LFMCW Radar Level Gauge
 Machine Learning
 On Degree of Dependence Based on Contingency Matrix
 Model Selection and Assessment for Classification Using Validation
 Dependency Bagging
 Combination of MetricBased and RuleBased Classification
 Combining Classifiers Based on OWA Operators with an Application to Word Sense Disambiguation
 System Health Prognostic Model Using Rough Sets
 Approximate and Uncertain Reasoning
 Live Logic TM : Method for Approximate Knowledge Discovery and Decision Making
 Similarity, Approximations and Vagueness
 Decision Theory = Performance Measure Theory + Uncertainty Theory
 Probabilistic Network Models
 The GraphTheoretical Properties of Partitions and Information Entropy
 A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudoindependent Domains
 On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks
 Spatial and Temporal Reasoning
 Representing the Process Semantics in the Situation Calculus
 Modeling and Refining Directional Relations Based on Fuzzy Mathematical Morphology
 A Clustering Method for Spatiotemporal Data and Its Application to Soccer Game Records
 Hierarchical Information Maps
 Nonstandard Logics
 Ordered Belief Fusion in Possibilistic Logic
 Description of Fuzzy FirstOrder Modal Logic Based on Constant Domain Semantics
 Arrow Decision Logic
 Transforming Information Systems
 A Discrete Event Control Based on EVALPSN Stable Model Computation
 Granular Computing
 Tolerance Relation Based Granular Space
 DiscernibilityBased Variable Granularity and Kansei Representations
 Rough Set Approximation Based on Dynamic Granulation
 Granular Logic with Closeness Relation and Its Reasoning
 Ontological Framework for Approximation
 Table Representations of Granulations Revisited
 Isbn
 9783540318255
 Label
 Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings
 Title
 Rough sets, fuzzy sets, data mining, and granular computing
 Title remainder
 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings
 Statement of responsibility
 Dominik Ślęzak ... [et al.] (eds.)
 Title variation
 RSFDGrC 2005
 Subject

 Computer science  Congresses
 Conference proceedings
 Data mining
 Data mining  Congresses
 Electronic resources
 Ensemble approximatif
 Ensemble flou
 Ensembles flous  Congrès
 Exploration de données
 Exploration de données (Informatique)  Congrès
 Fuzzy sets
 Fuzzy sets  Congresses
 Informatique
 Informatique  Congrès
 Informatique douce
 Informatique douce  Congrès
 Soft computing
 Soft computing  Congresses
 Computer science
 Language
 eng
 Summary
 The two volume set LNAI 3641 and LNAI 3642 constitutes the refereed proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, held in Regina, Canada in August/September 2005. The 119 revised full papers presented were carefully reviewed and selected from a total of 277 submissions. They comprise the two volumes together with 6 invited papers, 22 approved workshop papers, and 5 special section papers that all were carefully selected and thoroughly revised. The first volume includes 75 contributions related to rough set approximations, roughalgebraic foundations, feature selection and reduction, reasoning in information systems, roughprobabilistic approaches, roughfuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, nonstandard logics, and granular computing. The second volume contains 77 contributions and deals with rough set software, data mining, hybrid and hierarchical methods, information retrieval, image recognition and processing, multimedia applications, medical applications, web content analysis, business and industrial applications, the approved workshop papers and the papers accepted for a special session on intelligent and sapient systems
 Cataloging source
 GW5XE
 Image bit depth
 0
 LC call number
 QA75.5
 LC item number
 .R494 2005eb
 Literary form
 non fiction
 http://bibfra.me/vocab/lite/meetingDate
 2005
 http://bibfra.me/vocab/lite/meetingName
 RSFDGrC 2005
 Nature of contents
 dictionaries
 http://library.link/vocab/relatedWorkOrContributorName

 SpringerLink
 Ślęzak, Dominik
 Series statement
 Lecture Notes in Computer Science,
 Series volume
 3642
 http://library.link/vocab/subjectName

 Computer science
 Fuzzy sets
 Data mining
 Soft computing
 Informatique
 Ensembles flous
 Exploration de données (Informatique)
 Informatique douce
 Ensemble flou
 Exploration de données
 Ensemble approximatif
 Informatique douce
 Computer science
 Data mining
 Fuzzy sets
 Soft computing
 Informatique
 Label
 Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
 Antecedent source
 mixed
 Bibliography note
 Includes bibliographical references and index
 Color
 not applicable
 Contents
 Invited Papers  Rough Sets and Flow Graphs  A Modal Characterization of Indiscernibility and Similarity Relations in Pawlak’s Information Systems  Granular Computing with Shadowed Sets  Rough Set Approximations  Rough Sets and Higher Order Vagueness  Approximation in Formal Concept Analysis  SecondOrder Rough Approximations in Multicriteria Classification with Imprecise Evaluations and Assignments  New Approach for Basic Rough Set Concepts  A Partitional View of Concept Lattice  Characterizations of Attributes in Generalized Approximation Representation Spaces  RoughAlgebraic Foundations  Proximity Spaces of Exact Sets  Rough Group, Rough Subgroup and Their Properties  Concept Lattices vs. Approximation Spaces  Rough Sets over the Boolean Algebras  Algebraic Approach to Generalized Rough Sets  Logic for Rough Sets with Rough Double Stone Algebraic Semantics  Feature Selection and Reduction  On Partial Tests and Partial Reducts for Decision Tables  The Second Attribute  Pairwise Cores in Information Systems  Data Preprocessing and Kappa Coefficient  Incremental Attribute Reduction Based on Elementary Sets  Finding Rough Set Reducts with SAT  Feature Selection with Adjustable Criteria  Feature Selection Based on Relative Attribute Dependency: An Experimental Study  Reasoning in Information Systems  On Consistent and Partially Consistent Extensions of Information Systems  A New Treatment and Viewpoint of Information Tables  Incomplete Data and Generalization of Indiscernibility Relation, Definability, and Approximations  Discernibility Functions and Minimal Rules in Nondeterministic Information Systems  Studies on Rough Sets in Multiple Tables  Normalization in a Rough Relational Database  RoughProbabilistic Approaches  Probabilistic Rough Sets  Variable Precision Bayesian Rough Set Model and Its Application to Human Evaluation Data  Variable Precision Rough Set Approach to Multiple Decision Tables  Rough Membership and Bayesian Confirmation Measures for Parameterized Rough Sets  Rough Sets Handling Missing Values Probabilistically Interpreted  The Computational Complexity of Inference Using Rough Set Flow Graphs  RoughFuzzy Hybridization  Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy SetValued Mapping  Variable Precision Fuzzy Rough Sets Model in the Analysis of Process Data  CRST: A Generalization of Rough Set Theory  An Extension of Rough Approximation Quality to Fuzzy Classification  Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms  Multilayer FLC Design Based on RST  Fuzzy Methods in Data Analysis  Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model  A New Feature Weighted Fuzzy Clustering Algorithm  UserDriven Fuzzy Clustering: On the Road to Semantic Classification  Evolutionary Computing  Research on Clone Mind Evolution Algorithm  A Study on the Global Convergence Time Complexity of Estimation of Distribution Algorithms  Finding Minimal Rough Set Reducts with Particle Swarm Optimization  MEA Based Nonlinearity Correction Algorithm for the VCO of LFMCW Radar Level Gauge  Machine Learning  On Degree of Dependence Based on Contingency Matrix  Model Selection and Assessment for Classification Using Validation  Dependency Bagging  Combination of MetricBased and RuleBased Classification  Combining Classifiers Based on OWA Operators with an Application to Word Sense Disambiguation  System Health Prognostic Model Using Rough Sets  Approximate and Uncertain Reasoning  Live Logic TM : Method for Approximate Knowledge Discovery and Decision Making  Similarity, Approximations and Vagueness  Decision Theory = Performance Measure Theory + Uncertainty Theory  Probabilistic Network Models  The GraphTheoretical Properties of Partitions and Information Entropy  A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudoindependent Domains  On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks  Spatial and Temporal Reasoning  Representing the Process Semantics in the Situation Calculus  Modeling and Refining Directional Relations Based on Fuzzy Mathematical Morphology  A Clustering Method for Spatiotemporal Data and Its Application to Soccer Game Records  Hierarchical Information Maps  Nonstandard Logics  Ordered Belief Fusion in Possibilistic Logic  Description of Fuzzy FirstOrder Modal Logic Based on Constant Domain Semantics  Arrow Decision Logic  Transforming Information Systems  A Discrete Event Control Based on EVALPSN Stable Model Computation  Granular Computing  Tolerance Relation Based Granular Space  DiscernibilityBased Variable Granularity and Kansei Representations  Rough Set Approximation Based on Dynamic Granulation  Granular Logic with Closeness Relation and Its Reasoning  Ontological Framework for Approximation  Table Representations of Granulations Revisited
 Dimensions
 unknown
 Extent
 1 online resource (2 v.)
 File format
 multiple file formats
 Form of item

 online
 electronic
 Isbn
 9783540318255
 Level of compression
 uncompressed
 Other physical details
 ill.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 Stock number
 9783540286530
 System control number

 (OCoLC)262681401
 (OCoLC)ocn262681401
 (DEHe213)11548669
 Label
 Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
 Antecedent source
 mixed
 Bibliography note
 Includes bibliographical references and index
 Color
 not applicable
 Contents
 Invited Papers  Rough Sets and Flow Graphs  A Modal Characterization of Indiscernibility and Similarity Relations in Pawlak’s Information Systems  Granular Computing with Shadowed Sets  Rough Set Approximations  Rough Sets and Higher Order Vagueness  Approximation in Formal Concept Analysis  SecondOrder Rough Approximations in Multicriteria Classification with Imprecise Evaluations and Assignments  New Approach for Basic Rough Set Concepts  A Partitional View of Concept Lattice  Characterizations of Attributes in Generalized Approximation Representation Spaces  RoughAlgebraic Foundations  Proximity Spaces of Exact Sets  Rough Group, Rough Subgroup and Their Properties  Concept Lattices vs. Approximation Spaces  Rough Sets over the Boolean Algebras  Algebraic Approach to Generalized Rough Sets  Logic for Rough Sets with Rough Double Stone Algebraic Semantics  Feature Selection and Reduction  On Partial Tests and Partial Reducts for Decision Tables  The Second Attribute  Pairwise Cores in Information Systems  Data Preprocessing and Kappa Coefficient  Incremental Attribute Reduction Based on Elementary Sets  Finding Rough Set Reducts with SAT  Feature Selection with Adjustable Criteria  Feature Selection Based on Relative Attribute Dependency: An Experimental Study  Reasoning in Information Systems  On Consistent and Partially Consistent Extensions of Information Systems  A New Treatment and Viewpoint of Information Tables  Incomplete Data and Generalization of Indiscernibility Relation, Definability, and Approximations  Discernibility Functions and Minimal Rules in Nondeterministic Information Systems  Studies on Rough Sets in Multiple Tables  Normalization in a Rough Relational Database  RoughProbabilistic Approaches  Probabilistic Rough Sets  Variable Precision Bayesian Rough Set Model and Its Application to Human Evaluation Data  Variable Precision Rough Set Approach to Multiple Decision Tables  Rough Membership and Bayesian Confirmation Measures for Parameterized Rough Sets  Rough Sets Handling Missing Values Probabilistically Interpreted  The Computational Complexity of Inference Using Rough Set Flow Graphs  RoughFuzzy Hybridization  Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy SetValued Mapping  Variable Precision Fuzzy Rough Sets Model in the Analysis of Process Data  CRST: A Generalization of Rough Set Theory  An Extension of Rough Approximation Quality to Fuzzy Classification  Fuzzy Rules Generation Method for Classification Problems Using Rough Sets and Genetic Algorithms  Multilayer FLC Design Based on RST  Fuzzy Methods in Data Analysis  Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model  A New Feature Weighted Fuzzy Clustering Algorithm  UserDriven Fuzzy Clustering: On the Road to Semantic Classification  Evolutionary Computing  Research on Clone Mind Evolution Algorithm  A Study on the Global Convergence Time Complexity of Estimation of Distribution Algorithms  Finding Minimal Rough Set Reducts with Particle Swarm Optimization  MEA Based Nonlinearity Correction Algorithm for the VCO of LFMCW Radar Level Gauge  Machine Learning  On Degree of Dependence Based on Contingency Matrix  Model Selection and Assessment for Classification Using Validation  Dependency Bagging  Combination of MetricBased and RuleBased Classification  Combining Classifiers Based on OWA Operators with an Application to Word Sense Disambiguation  System Health Prognostic Model Using Rough Sets  Approximate and Uncertain Reasoning  Live Logic TM : Method for Approximate Knowledge Discovery and Decision Making  Similarity, Approximations and Vagueness  Decision Theory = Performance Measure Theory + Uncertainty Theory  Probabilistic Network Models  The GraphTheoretical Properties of Partitions and Information Entropy  A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudoindependent Domains  On the Complexity of Probabilistic Inference in Singly Connected Bayesian Networks  Spatial and Temporal Reasoning  Representing the Process Semantics in the Situation Calculus  Modeling and Refining Directional Relations Based on Fuzzy Mathematical Morphology  A Clustering Method for Spatiotemporal Data and Its Application to Soccer Game Records  Hierarchical Information Maps  Nonstandard Logics  Ordered Belief Fusion in Possibilistic Logic  Description of Fuzzy FirstOrder Modal Logic Based on Constant Domain Semantics  Arrow Decision Logic  Transforming Information Systems  A Discrete Event Control Based on EVALPSN Stable Model Computation  Granular Computing  Tolerance Relation Based Granular Space  DiscernibilityBased Variable Granularity and Kansei Representations  Rough Set Approximation Based on Dynamic Granulation  Granular Logic with Closeness Relation and Its Reasoning  Ontological Framework for Approximation  Table Representations of Granulations Revisited
 Dimensions
 unknown
 Extent
 1 online resource (2 v.)
 File format
 multiple file formats
 Form of item

 online
 electronic
 Isbn
 9783540318255
 Level of compression
 uncompressed
 Other physical details
 ill.
 Quality assurance targets
 absent
 Reformatting quality
 access
 Specific material designation
 remote
 Stock number
 9783540286530
 System control number

 (OCoLC)262681401
 (OCoLC)ocn262681401
 (DEHe213)11548669
Subject
 Computer science  Congresses
 Conference proceedings
 Data mining
 Data mining  Congresses
 Electronic resources
 Ensemble approximatif
 Ensemble flou
 Ensembles flous  Congrès
 Exploration de données
 Exploration de données (Informatique)  Congrès
 Fuzzy sets
 Fuzzy sets  Congresses
 Informatique
 Informatique  Congrès
 Informatique douce
 Informatique douce  Congrès
 Soft computing
 Soft computing  Congresses
 Computer science
Genre
Member of
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