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Data mining in agriculture

Author: Antonio Mucherino; Petraq J Papajorgji; P M Pardalos
Publisher: Dordrecht ; New York : Springer Verlag, ©2009.
Series: Springer optimization and its applications, v. 34.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"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  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Antonio Mucherino; Petraq J Papajorgji; P M Pardalos
ISBN: 9780387886145 0387886141 9780387886152 038788615X
OCLC Number: 428028035
Description: xviii, 272 pages : illustrations ; 25 cm.
Contents: Introduction to Data Mining --
Statistical Methods --
Clustering by k-means --
k-nearest Neighbor Classification --
Artificial Neural Networks --
Support Vector Machines --
Biclustering --
Validation --
An Application in C --
Data Mining in a Parallel Environment --
Solutions of the Exercises --
Matlab Environment--
C programming language --
Message Passing Interface (MPI) --
Eigenvalues and Eigenvectors --
References.
Series Title: Springer optimization and its applications, v. 34.
Responsibility: by Antonio Mucherino, Petraq J. Papajorgji, Panos M. Pardalos.
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Abstract:

This book covers data mining techniques applied to agricultural and environmental fields. It offers theoretical and practical insights and focuses on the context of each data mining technique. It  Read more...

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From the reviews: "This book covers several topics in data mining within the context of agriculture. ... Every problem at the end of each chapter is provided with solutions ... . who are looking for Read more...

 
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