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Published by World Scientific Pub Co Inc, 2014
ISBN 10: 981459007X ISBN 13: 9789814590075
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Language: English
Published by Industrial Engineering and Management Press, 1986
ISBN 10: 0898060826 ISBN 13: 9780898060829
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Language: English
Published by World Scientific Publishing Co Pte Ltd, 2014
ISBN 10: 981459007X ISBN 13: 9789814590075
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Language: English
Published by World Scientific Publishing Company, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Language: English
Published by World Scientific Publishing Company, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Language: English
Published by World Scientific Publishing Company, 2008
ISBN 10: 9812771719 ISBN 13: 9789812771711
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Language: English
Published by World Scientific Publishing Co Pte Ltd, SG, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Hardback. Condition: New. Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery in Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools. The various elements are then joined together to solve the initial problem.The benefits of decomposition methodology in data mining include: increased performance (classification accuracy); conceptual simplification of the problem; enhanced feasibility for huge databases; clearer and more comprehensible results; reduced runtime by solving smaller problems and by using parallel/distributed computation; and the opportunity of using different techniques for individual sub-problems.
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Language: English
Published by World Scientific Publishing Company, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Language: English
Published by World Scientific Pub Co Inc, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Language: English
Published by World Scientific Publishing Company, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Published by World Scientific Publishing Company, 2005
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Published by World Scientific Publishing Company, 2008
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Language: English
Published by World Scientific Publishing Company, 2008
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Language: English
Published by World Scientific Publishing Company, 2008
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Language: English
Published by World Scientific Publishing Company, 2008
ISBN 10: 9812771719 ISBN 13: 9789812771711
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Language: English
Published by WORLD SCIENTIFIC PUB CO INC, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Gebunden. Condition: New. InhaltsverzeichnisIntroduction to Data Mining Decision Trees Clustering Techniques Ensemble Methods Decomposition Methodology in Data Mining Feature Set Decomposition Space Decomposition Sample Decomposition Function Decompositio.
Language: English
Published by World Scientific Publishing Co Pte Ltd, SG, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
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Add to basketHardback. Condition: New. Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery in Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools. The various elements are then joined together to solve the initial problem.The benefits of decomposition methodology in data mining include: increased performance (classification accuracy); conceptual simplification of the problem; enhanced feasibility for huge databases; clearer and more comprehensible results; reduced runtime by solving smaller problems and by using parallel/distributed computation; and the opportunity of using different techniques for individual sub-problems.
Language: English
Published by World Scientific Publishing Company Mai 2005, 2005
ISBN 10: 9812560793 ISBN 13: 9789812560797
Seller: AHA-BUCH GmbH, Einbeck, Germany
Buch. Condition: Neu. Neuware - Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery from Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools, and then joining them together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy), conceptual simplification of the problem, enhanced feasibility with huge databases, clearer and more comprehensible results, reduced runtime by solving smaller problems and by using parallel/distributed computation, and the opportunity of using different techniques for individual sub-problems.
Language: English
Published by Kluwer Academic Publishers, 1998
ISBN 10: 0792350790 ISBN 13: 9780792350798
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Condition: New. Develops a formal systems approach to design, including theorems, analysis of principles of design and information theory. This book derives methods for efficient design from the theory, based on AI and optimization. It also provides the methodology for developing the next generation computer software for advanced intelligent CAD. Series: Applied Optimization. Num Pages: 704 pages, biography. BIC Classification: TBD; TGB. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 38. Weight in Grams: 1161. . 1998. 1998th Edition. hardcover. . . . .
Language: English
Published by Kluwer Academic Publishers, 1998
ISBN 10: 0792351061 ISBN 13: 9780792351061
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
Condition: New. Presents a paradigm for modeling and solving production planning and scheduling problems in industry. This book progresses from initial assumptions about a manufacturing environment, through mathematical models and construction of numerical methods, up to practical solutions. Series: Applied Optimization. Num Pages: 364 pages, biography. BIC Classification: TGPC. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 20. Weight in Grams: 691. . 1998. Hardback. . . . .
Language: English
Published by Kluwer Academic Publishers, 1998
ISBN 10: 0792350790 ISBN 13: 9780792350798
Seller: Kennys Bookstore, Olney, MD, U.S.A.
Condition: New. Develops a formal systems approach to design, including theorems, analysis of principles of design and information theory. This book derives methods for efficient design from the theory, based on AI and optimization. It also provides the methodology for developing the next generation computer software for advanced intelligent CAD. Series: Applied Optimization. Num Pages: 704 pages, biography. BIC Classification: TBD; TGB. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 38. Weight in Grams: 1161. . 1998. 1998th Edition. hardcover. . . . . Books ship from the US and Ireland.