Data Mining in Agriculture (Springer Optimization and Its Applications, 34, Band 34) - Hardcover

Buch 25 von 176: Springer Optimization and Its Applications

Mucherino, Antonio; Papajorgji, Petraq; Pardalos, Panos M.

 
9780387886145: Data Mining in Agriculture (Springer Optimization and Its Applications, 34, Band 34)
Hardcover
ISBN 10: 0387886141 ISBN 13: 9780387886145
Verlag: Springer, 2009

Inhaltsangabe

Data Mining in Agriculture represents a comprehensive effort to provide graduate students and researchers with an analytical text on data mining techniques applied to agriculture and environmental related fields. This book presents both theoretical and practical insights with a focus on presenting the context of each data mining technique rather intuitively with ample concrete examples represented graphically and with algorithms written in Matlab®. Examples and exercises with solutions are provided at the end of each chapter to facilitate the comprehension of the material. For each data mining technique described in the book variants and improvements of the basic algorithm are also given.

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Data Mining in Agriculture represents a comprehensive effort to provide graduate students and researchers with an analytical text on data mining techniques applied to agriculture and environmental related fields. This book presents both theoretical and practical insights with a focus on presenting the context of each data mining technique rather intuitively with ample concrete examples represented graphically and with algorithms written in MATLAB®.

Examples and exercises with solutions are provided at the end of each chapter to facilitate the comprehension of the material. For each data mining technique described in the book variants and improvements of the basic algorithm are also given.

Also by P.J. Papajorgji and P.M. Pardalos: Advances in Modeling Agricultural Systems, 'Springer Optimization and its Applications' vol. 25, ©2009.

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Verlag
Springer
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
0387886141
ISBN 13 
9780387886145
Einband
Gebundene Ausgabe
Anzahl der Seiten
292
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Softcover