9781447164067-1447164067-Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing)

Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing)

ISBN-13: 9781447164067
ISBN-10: 1447164067
Edition: 2nd ed. 2014
Author: Simovici, Dan A., Djeraba, Chabane
Publication date: 2014
Publisher: Springer
Format: Hardcover 842 pages
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Book details

ISBN-13: 9781447164067
ISBN-10: 1447164067
Edition: 2nd ed. 2014
Author: Simovici, Dan A., Djeraba, Chabane
Publication date: 2014
Publisher: Springer
Format: Hardcover 842 pages

Summary

Acknowledged authors Simovici, Dan A., Djeraba, Chabane wrote Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing) comprising 842 pages back in 2014. Textbook and eTextbook are published under ISBN 1447164067 and 9781447164067. Since then Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing) textbook was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.

Description

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.

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