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Dan A. Simovici, Chabane Djeraba, "Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics"

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 data mining such as frequent item sets, clustering, decision trees also being discussed. More than 400 exercises are included and they form an integral part of the material. Some of the exercises are in reality supplemental material and their solutions are included. The reader is assumed to have a knowledge of elementary analysis.

Features and topics:

• Study of functions and relations

• Applications are provided throughout

• Presents graphs and hypergraphs

• Covers partially ordered sets, lattices and Boolean algebras

• Finite partially ordered sets

• Focuses on metric spaces

• Includes combinatorics

• Discusses the theory of the Vapnik-Chervonenkis dimension of collections of sets

This wide-ranging, thoroughly detailed volume is self-contained and intended for researchers and graduate students, and will prove an invaluable reference tool.

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	Programming 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" Springer \| 2008-08-08 \| ISBN: 1848002009 \| 628 pages \| PDF \| 5,3 MB The maturing of the field of data mining has brought a ...
	Programming Visual Data Mining: Theory, Techniques and Tools for Visual Analytics Simeon J. Simoff, Michael Böhlen, Arturas Mazeika “Visual Data Mining: Theory, Techniques and Tools for Visual Analytics" Springer \| 2008-08-01 \| ISBN: 3540710795 \| 407 pages \| PDF \| 4,2 MB The importance of visual data mining, as a s ...
	Programming Visual Data Mining: Theory, Techniques and Tools for Visual Analytics (repost) Visual Data Mining: Theory, Techniques and Tools for Visual Analytics Springer \| 2008-08-01 \| ISBN: 3540710795 \| 407 pages \| PDF \| 4,2 MBThe importance of visual data mining, as a strong sub-discipline of data mining, was at the beginning o ...
	Science/Engineering Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Repost) Data Mining: Practical Machine Learning Tools and Techniques, Second Edition Publisher: Morgan Kaufmann \| ISBN: 0120884070 \| edition 2005 \| PDF \| 558 pages \| 7,76 mb"This book presents this new discipline in a very accessible form: both as ...
	Technical Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing) ISBN: 1848002009 Publisher: Springer Author: Dan A. Simovici, Chabane DjerabaDescription:The maturing of the field of data mining has brought about an increased level of mathematical sophistication. Such disciplines like topology, combinato ...
	Technical Multimedia Data Mining: A Systematic Introduction to Concepts and Theory (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) ISBN: 1584889667 Publisher: Chapman & Hall Author: Zhongfei Zhang, Ruofei ZhangDescription:Collecting the latest developments in the field, Multimedia Data Mining: A Systematic Introduction to Concepts and Theory defines multimedia data min ...

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	Programming 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" Springer \| 2008-08-08 \| ISBN: 1848002009 \| 628 pages \| PDF \| 5,3 MB The maturing of the field of data mining has brought a ...
	Programming Visual Data Mining: Theory, Techniques and Tools for Visual Analytics Simeon J. Simoff, Michael Böhlen, Arturas Mazeika “Visual Data Mining: Theory, Techniques and Tools for Visual Analytics" Springer \| 2008-08-01 \| ISBN: 3540710795 \| 407 pages \| PDF \| 4,2 MB The importance of visual data mining, as a s ...
	Programming Visual Data Mining: Theory, Techniques and Tools for Visual Analytics (repost) Visual Data Mining: Theory, Techniques and Tools for Visual Analytics Springer \| 2008-08-01 \| ISBN: 3540710795 \| 407 pages \| PDF \| 4,2 MBThe importance of visual data mining, as a strong sub-discipline of data mining, was at the beginning o ...
	Science/Engineering Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Repost) Data Mining: Practical Machine Learning Tools and Techniques, Second Edition Publisher: Morgan Kaufmann \| ISBN: 0120884070 \| edition 2005 \| PDF \| 558 pages \| 7,76 mb"This book presents this new discipline in a very accessible form: both as ...
	Technical Mathematical Tools for Data Mining: Set Theory, Partial Orders, Combinatorics (Advanced Information and Knowledge Processing) ISBN: 1848002009 Publisher: Springer Author: Dan A. Simovici, Chabane DjerabaDescription:The maturing of the field of data mining has brought about an increased level of mathematical sophistication. Such disciplines like topology, combinato ...
	Technical Multimedia Data Mining: A Systematic Introduction to Concepts and Theory (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) ISBN: 1584889667 Publisher: Chapman & Hall Author: Zhongfei Zhang, Ruofei ZhangDescription:Collecting the latest developments in the field, Multimedia Data Mining: A Systematic Introduction to Concepts and Theory defines multimedia data min ...

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