Coverart for item
The Resource Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba, (electronic book)

Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba, (electronic book)

Label
Mathematical tools for data mining : set theory, partial orders, combinatorics
Title
Mathematical tools for data mining
Title remainder
set theory, partial orders, combinatorics
Statement of responsibility
Dan A. Simovici, Chabane Djeraba
Creator
Contributor
Subject
Language
eng
Summary
The maturing of the field of data mining has brought about an increased level of mathematical sophistication. Such disciplines like topology, combinatorics, partially ordered sets and their associated algebraic structures (lattices and Boolean algebras), and metric spaces are increasingly applied in data mining research. This book presents these mathematical foundations of data mining integrated with applications to provide the reader with a comprehensive reference. Mathematics is presented in a thorough and rigorous manner offering a detailed explanation of each topic, with applications to da
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Simovici, Dan A
Dewey number
005.74
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
S595 2008eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Djeraba, Chabane
Series statement
Advanced information and knowledge processing
http://library.link/vocab/subjectName
  • Data mining
  • Partially ordered sets
  • Metric spaces
  • Set theory
  • Computational Mathematics and Numerical Analysis
  • Data Mining and Knowledge Discovery
  • Discrete Mathematics in Computer Science
  • Mathematics of Computing
Label
Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Sets, Relations, and Functions; Algebras; Graphs and Hypergraphs; Partially Ordered Sets; Lattices and Boolean Algebras; Topologies and Measures; Frequent Item Sets and Association Rules; Applications to Databases and Data Mining; Rough Sets; Dissimilarities, Metrics, and Ultrametrics; Topologies and Measures on Metric Spaces; Dimensions of Metric Spaces; Clustering; Combinatorics; The Vapnik-Chervonenkis Dimension
Control code
SPR288469757
Dimensions
unknown
Extent
1 online resource (xii, 616 p.)
Form of item
online
Isbn
9781848002005
Other physical details
ill.
Specific material designation
remote
Label
Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba, (electronic book)
Publication
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Sets, Relations, and Functions; Algebras; Graphs and Hypergraphs; Partially Ordered Sets; Lattices and Boolean Algebras; Topologies and Measures; Frequent Item Sets and Association Rules; Applications to Databases and Data Mining; Rough Sets; Dissimilarities, Metrics, and Ultrametrics; Topologies and Measures on Metric Spaces; Dimensions of Metric Spaces; Clustering; Combinatorics; The Vapnik-Chervonenkis Dimension
Control code
SPR288469757
Dimensions
unknown
Extent
1 online resource (xii, 616 p.)
Form of item
online
Isbn
9781848002005
Other physical details
ill.
Specific material designation
remote

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