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The Resource Transactions on rough sets V, James F. Peters, Andrzej Skowron (eds.), (electronic resource)

Transactions on rough sets V, James F. Peters, Andrzej Skowron (eds.), (electronic resource)

Contributor
Summary
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. This book, which constitutes the fifth volume of the Transactions on Rough Sets series, is dedicated to the monumental life, work and creative genius of Zdzislaw Pawlak, the originator of rough sets, who passed away in April 2006. It opens with a commemorative article that gives a brief coverage of Pawlak's works in rough set theory, molecular computing, philosophy, painting and poetry. Fifteen papers explore the theory of rough sets in various domains as well as new applications of rough sets. In addition, this volume of the TRS series includes a complete monograph on rough sets and approximate Boolean reasoning systems that covers both the foundations and the applications of data mining
Language
eng
Work
Publication
Extent
1 online resource (x, 506 p.)
Contents
  • Commemoration
  • Zdzis?aw Pawlak: Life and Work
  • Regular Papers
  • Rough Belief Change
  • Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning
  • Matching 2D Image Segments with Genetic Algorithms and Approximation Spaces
  • An Efficient Algorithm for Inference in Rough Set Flow Graphs
  • Intelligent Algorithms for Movie Sound Tracks Restoration
  • Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character’s Gestures
  • Introducing a Rule Importance Measure
  • Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineering
  • P300 Wave Detection Based on Rough Sets
  • Multimodal Classification: Case Studies
  • Arrow Decision Logic for Relational Information Systems
  • On Generalized Rough Fuzzy Approximation Operators
  • Rough Set Approximations in Formal Concept Analysis
  • Motion-Information-Based Video Retrieval System Using Rough Pre-classification
  • Dissertations and Monographs
  • Approximate Boolean Reasoning: Foundations and Applications in Data Mining
Isbn
9783540393832
Instance
Label
Transactions on rough sets V
Title
Transactions on rough sets V
Statement of responsibility
James F. Peters, Andrzej Skowron (eds.)
Contributor
Provider
Subject
Language
eng
Summary
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. This book, which constitutes the fifth volume of the Transactions on Rough Sets series, is dedicated to the monumental life, work and creative genius of Zdzislaw Pawlak, the originator of rough sets, who passed away in April 2006. It opens with a commemorative article that gives a brief coverage of Pawlak's works in rough set theory, molecular computing, philosophy, painting and poetry. Fifteen papers explore the theory of rough sets in various domains as well as new applications of rough sets. In addition, this volume of the TRS series includes a complete monograph on rough sets and approximate Boolean reasoning systems that covers both the foundations and the applications of data mining
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA248
LC item number
.T736 v.5eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
4100
http://library.link/vocab/subjectName
  • Rough sets
  • Algebra, Boolean
  • Data mining
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Computation by Abstract Devices
  • Database Management
  • Image Processing and Computer Vision
  • Mathematical Logic and Formal Languages
  • Algebra, Boolean
  • Data mining
  • Rough sets
  • Informatique
Label
Transactions on rough sets V, James F. Peters, Andrzej Skowron (eds.), (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Commemoration -- Zdzis?aw Pawlak: Life and Work -- Regular Papers -- Rough Belief Change -- Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning -- Matching 2D Image Segments with Genetic Algorithms and Approximation Spaces -- An Efficient Algorithm for Inference in Rough Set Flow Graphs -- Intelligent Algorithms for Movie Sound Tracks Restoration -- Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character’s Gestures -- Introducing a Rule Importance Measure -- Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineering -- P300 Wave Detection Based on Rough Sets -- Multimodal Classification: Case Studies -- Arrow Decision Logic for Relational Information Systems -- On Generalized Rough Fuzzy Approximation Operators -- Rough Set Approximations in Formal Concept Analysis -- Motion-Information-Based Video Retrieval System Using Rough Pre-classification -- Dissertations and Monographs -- Approximate Boolean Reasoning: Foundations and Applications in Data Mining
Dimensions
unknown
Extent
1 online resource (x, 506 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783540393832
Level of compression
uncompressed
Other control number
10.1007/11847465
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-540-39382-5
System control number
  • (OCoLC)262687293
  • (OCoLC)ocn262687293
  • (DE-He213)11847465
Label
Transactions on rough sets V, James F. Peters, Andrzej Skowron (eds.), (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Color
not applicable
Contents
Commemoration -- Zdzis?aw Pawlak: Life and Work -- Regular Papers -- Rough Belief Change -- Rough Sets and Vague Concept Approximation: From Sample Approximation to Adaptive Learning -- Matching 2D Image Segments with Genetic Algorithms and Approximation Spaces -- An Efficient Algorithm for Inference in Rough Set Flow Graphs -- Intelligent Algorithms for Movie Sound Tracks Restoration -- Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character’s Gestures -- Introducing a Rule Importance Measure -- Variable Precision Bayesian Rough Set Model and Its Application to Kansei Engineering -- P300 Wave Detection Based on Rough Sets -- Multimodal Classification: Case Studies -- Arrow Decision Logic for Relational Information Systems -- On Generalized Rough Fuzzy Approximation Operators -- Rough Set Approximations in Formal Concept Analysis -- Motion-Information-Based Video Retrieval System Using Rough Pre-classification -- Dissertations and Monographs -- Approximate Boolean Reasoning: Foundations and Applications in Data Mining
Dimensions
unknown
Extent
1 online resource (x, 506 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783540393832
Level of compression
uncompressed
Other control number
10.1007/11847465
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-3-540-39382-5
System control number
  • (OCoLC)262687293
  • (OCoLC)ocn262687293
  • (DE-He213)11847465

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