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The Resource Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31-September 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 31-September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)

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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, rough-algebraic foundations, feature selection and reduction, reasoning in information systems, rough-probabilistic approaches, rough-fuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, non-standard 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
Work
Publication
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
  • Second-Order Rough Approximations in Multi-criteria 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
  • Rough-Algebraic 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 Non-deterministic Information Systems
  • Studies on Rough Sets in Multiple Tables
  • Normalization in a Rough Relational Database
  • Rough-Probabilistic 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
  • Rough-Fuzzy Hybridization
  • Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy Set-Valued 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
  • User-Driven 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 Metric-Based and Rule-Based 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 Graph-Theoretical Properties of Partitions and Information Entropy
  • A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudo-independent 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 Spatio-temporal Data and Its Application to Soccer Game Records
  • Hierarchical Information Maps
  • Non-standard Logics
  • Ordered Belief Fusion in Possibilistic Logic
  • Description of Fuzzy First-Order 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
  • Discernibility-Based 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
Instance
Label
Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31-September 3, 2005 : proceedings
Title
Rough sets, fuzzy sets, data mining, and granular computing
Title remainder
10th international conference, RSFDGrC 2005, Regina, Canada, August 31-September 3, 2005 : proceedings
Statement of responsibility
Dominik Ślęzak ... [et al.] (eds.)
Title variation
RSFDGrC 2005
Creator
Contributor
Provider
Subject
Genre
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, rough-algebraic foundations, feature selection and reduction, reasoning in information systems, rough-probabilistic approaches, rough-fuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, non-standard 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
Member of
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 31-September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
Instantiates
Publication
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 -- Second-Order Rough Approximations in Multi-criteria 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 -- Rough-Algebraic 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 Non-deterministic Information Systems -- Studies on Rough Sets in Multiple Tables -- Normalization in a Rough Relational Database -- Rough-Probabilistic 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 -- Rough-Fuzzy Hybridization -- Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy Set-Valued 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 -- User-Driven 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 Metric-Based and Rule-Based 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 Graph-Theoretical Properties of Partitions and Information Entropy -- A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudo-independent 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 Spatio-temporal Data and Its Application to Soccer Game Records -- Hierarchical Information Maps -- Non-standard Logics -- Ordered Belief Fusion in Possibilistic Logic -- Description of Fuzzy First-Order 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 -- Discernibility-Based 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
978-3-540-28653-0
System control number
  • (OCoLC)262681401
  • (OCoLC)ocn262681401
Label
Rough sets, fuzzy sets, data mining, and granular computing : 10th international conference, RSFDGrC 2005, Regina, Canada, August 31-September 3, 2005 : proceedings, Dominik Ślęzak ... [et al.] (eds.), (electronic resource)
Publication
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 -- Second-Order Rough Approximations in Multi-criteria 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 -- Rough-Algebraic 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 Non-deterministic Information Systems -- Studies on Rough Sets in Multiple Tables -- Normalization in a Rough Relational Database -- Rough-Probabilistic 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 -- Rough-Fuzzy Hybridization -- Upper and Lower Probabilities of Fuzzy Events Induced by a Fuzzy Set-Valued 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 -- User-Driven 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 Metric-Based and Rule-Based 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 Graph-Theoretical Properties of Partitions and Information Entropy -- A Comparative Evaluation of Rough Sets and Probabilistic Network Algorithms on Learning Pseudo-independent 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 Spatio-temporal Data and Its Application to Soccer Game Records -- Hierarchical Information Maps -- Non-standard Logics -- Ordered Belief Fusion in Possibilistic Logic -- Description of Fuzzy First-Order 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 -- Discernibility-Based 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
978-3-540-28653-0
System control number
  • (OCoLC)262681401
  • (OCoLC)ocn262681401

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