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Data Mining in Agriculture

by Antonio Mucherino
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£73.87
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Antonio Mucherino Data Mining in Agriculture
Antonio Mucherino - Data Mining in Agriculture

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Delivery: between 2021-05-21 and 2021-05-25
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Description


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®.

Contributors

Author:
Antonio Mucherino
Petraq Papajorgji
Panos M. Pardalos

Further information

Illustrations Note:
92 SW-Abb., 6 Tabellen
remarks:

First textbook in data mining in agriculture


Presentation suitable for students, researchers, and professionals, in the classroom or as a self-study


Explores examples in agriculture/environmental fields


Provides Matlab codes to illustrate examples


Includes numerous exercises and some solutions

Media Type:
Buch gebunden
Publisher:
Springer US
Review:
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 a first step into the field of data mining in agriculture may appreciate this broad nature ... . Students interested in a hands-on approach using MATLAB may also find the book useful due to the sample solutions provided." (R. Wan, Journal of the Operational Research Society, Vol. 61, 2010)

"The book ... presents in a comprehensive way most up-to-date data mining techniques and their application to problems from agriculture domain. ... Researchers, practitioners and students will find the book very useful ... . Researchers will find in the book not only a good reference and a compendium of most important techniques but also an 'all in one place' analysis of most important data mining techniques ... . Teachers can use the book for data mining subjects in undergraduate and graduate studies ... ." (Fatos Xhafa, Journal of Global Optimization, Vol. 48, 2010)
Language:
Englisch
Number of Pages:
274
summary:

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 includes many examples and exercises with solutions.


Master Data

Product Type:
Hardback book
Release date:
19 August 2009
Package Dimensions:
0.231 x 0.16 x 0.023 m; 0.567 kg
GTIN:
09780387886145
DUIN:
19QE5N75DQI
£73.87
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