عنوان

Mathematical tools for data mining :

(Number (ISBN

1447164075 (electronic bk.)

(Number (ISBN

9781447164074 (electronic bk.)

Erroneous ISBN

1447164067

Erroneous ISBN

9781447164067

Number

dltt

Title Proper

Mathematical tools for data mining :

General Material Designation

[Book]

Other Title Information

set theory, partial orders, combinatorics /

First Statement of Responsibility

Dan A. Simovici, Chabane Djeraba

Edition Statement

Second edition

Edition Statement

Second edition

Specific Material Designation and Extent of Item

1 online resource.

Series Title

Advanced information and knowledge processing

Text of Note

Includes bibliographical references and index

Text of Note

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

0

Text of Note

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

Title

Mathematical tools for data mining

International Standard Book Number

1447164067

Data mining.

Metric spaces.

Partially ordered sets.

Set theory.

COM-- 021030

COM-- 084010

Number

Edition

Class number

Book number

Simovici, Dan A.

Djeraba, Chabane

Ohio Library and Information Network.

Date of Transaction

20150224074622.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y