Coverart for item
The Resource Transactions on rough sets IV, James F. Peters, Andrzej Skowron (eds.)

Transactions on rough sets IV, James F. Peters, Andrzej Skowron (eds.)

Label
Transactions on rough sets IV
Title
Transactions on rough sets IV
Statement of responsibility
James F. Peters, Andrzej Skowron (eds.)
Contributor
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 fourth volume of the Transactions on Rough Sets opens with an introductory article by Zdzislaw Pawlak, the originator of rough sets. Seven papers explore the theory of rough sets in various domains: a framework for reasoning with rough sets utilizing extended logic programs, optimization of decision trees, fuzzy set and rough set approaches to dealing with missing data, generalization of the indiscernibility relation as an aid to dealing with incompletely specified decision tables, deterministic and non-deterministic decision tree complexity in the context of both finite and infinite information systems, analogy-based reasoning in classifier construction, and incremental learning and evaluation of structures of rough decision tables. In addition, two papers in this volume introduce new applications of rough sets, namely, supervised learning in the gene ontology and the design of an intrusion detection system
Member of
Cataloging source
GW5XE
Dewey number
511.3/22
Illustrations
illustrations
Index
index present
LC call number
QA258
LC item number
.T73 2005eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Peters, James F
  • Skowron, Andrzej
Series statement
  • Lecture notes in computer science,
  • Journal subline
Series volume
3700
http://library.link/vocab/subjectName
  • Rough sets
  • Decision trees
  • Fuzzy sets
  • Ensembles approximatifs
  • MATHEMATICS
  • Informatique
  • Decision trees
  • Fuzzy sets
  • Rough sets
Label
Transactions on rough sets IV, James F. Peters, Andrzej Skowron (eds.)
Instantiates
Publication
Bibliography note
Includes bibliographical references and author index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Regular Papers -- A Treatise on Rough Sets -- On Optimization of Decision Trees -- Dealing with Missing Data: Algorithms Based on Fuzzy Set and Rough Set Theories -- Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation -- Supervised Learning in the Gene Ontology Part I: A Rough Set Framework -- Supervised Learning in the Gene Ontology Part II: A Bottom-Up Algorithm -- Comparative Analysis of Deterministic and Nondeterministic Decision Tree Complexity Local Approach -- A Fast Host-Based Intrusion Detection System Using Rough Set Theory -- Incremental Learning and Evaluation of Structures of Rough Decision Tables -- Dissertations and Monographs -- A Framework for Reasoning with Rough Sets -- Analogy-Based Reasoning in Classifier Construction
Control code
262681877
Dimensions
unknown
Extent
1 online resource (x, 374 pages)
Form of item
online
Isbn
9783540320166
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11574798
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-29830-4
Specific material designation
remote
System control number
(OCoLC)262681877
Label
Transactions on rough sets IV, James F. Peters, Andrzej Skowron (eds.)
Publication
Bibliography note
Includes bibliographical references and author index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Regular Papers -- A Treatise on Rough Sets -- On Optimization of Decision Trees -- Dealing with Missing Data: Algorithms Based on Fuzzy Set and Rough Set Theories -- Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation -- Supervised Learning in the Gene Ontology Part I: A Rough Set Framework -- Supervised Learning in the Gene Ontology Part II: A Bottom-Up Algorithm -- Comparative Analysis of Deterministic and Nondeterministic Decision Tree Complexity Local Approach -- A Fast Host-Based Intrusion Detection System Using Rough Set Theory -- Incremental Learning and Evaluation of Structures of Rough Decision Tables -- Dissertations and Monographs -- A Framework for Reasoning with Rough Sets -- Analogy-Based Reasoning in Classifier Construction
Control code
262681877
Dimensions
unknown
Extent
1 online resource (x, 374 pages)
Form of item
online
Isbn
9783540320166
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/11574798
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-29830-4
Specific material designation
remote
System control number
(OCoLC)262681877

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