The Resource Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba

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

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
Author
Subject
Genre
Language
eng
Summary
Data mining essentially relies on several mathematical disciplines, many of which are presented in this second edition of this book. Topics include partially ordered sets, combinatorics, general topology, metric spaces, linear spaces, graph theory. To motivate the reader a significant number of applications of these mathematical tools are included ranging from association rules, clustering algorithms, classification, data constraints, logical data analysis, etc. The book is intended as a reference for researchers and graduate students. The current edition is a significant expansion of the first edition. We strived to make the book self-contained, and only a general knowledge of mathematics is required. More than 700 exercises are included and they form an integral part of the material. Many exercises are in reality supplemental material and their solutions are included
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Simovici, Dan A
Dewey number
005.74
Index
index present
Language note
English
LC call number
QA76.9.D343
LC item number
S595 2014
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
  • COMPUTERS
  • COMPUTERS
  • Data mining
  • Metric spaces
  • Partially ordered sets
  • Set theory
  • Computer Science
  • Data Mining and Knowledge Discovery
  • Mathematics of Computing
  • Discrete Mathematics in Computer Science
  • Computational Mathematics and Numerical Analysis
Label
Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-1-4471-6407-4
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and 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
Sets, Relations and Functions -- Partially Ordered Sets -- Combinatorics -- Topologies and Measures -- Linear Spaces -- Norms and Inner Products -- Spectral Properties of Matrices -- Metric Spaces Topologies and Measures -- Convex Sets and Convex Functions -- Graphs and Matrices -- Lattices and Boolean Algebras -- Applications to Databases and Data Mining -- Frequent Item Sets and Association Rules -- Special Metrics -- Dimensions of Metric Spaces -- Clustering
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781447164074
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-1-4471-6407-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)875894602
  • (OCoLC)ocn875894602
Label
Mathematical tools for data mining : set theory, partial orders, combinatorics, Dan A. Simovici, Chabane Djeraba
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-1-4471-6407-4
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and 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
Sets, Relations and Functions -- Partially Ordered Sets -- Combinatorics -- Topologies and Measures -- Linear Spaces -- Norms and Inner Products -- Spectral Properties of Matrices -- Metric Spaces Topologies and Measures -- Convex Sets and Convex Functions -- Graphs and Matrices -- Lattices and Boolean Algebras -- Applications to Databases and Data Mining -- Frequent Item Sets and Association Rules -- Special Metrics -- Dimensions of Metric Spaces -- Clustering
Dimensions
unknown
Edition
Second edition.
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781447164074
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-1-4471-6407-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)875894602
  • (OCoLC)ocn875894602

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