• Produktbild: Data Mining in Agriculture
  • Produktbild: Data Mining in Agriculture
Band 34

Data Mining in Agriculture

49,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

25.02.2012

Abbildungen

XVIII, 92 illus., schwarz-weiss Illustrationen

Verlag

Springer Us

Seitenzahl

274

Maße (L/B/H)

23,5/15,5/1,6 cm

Gewicht

446 g

Auflage

2009

Sprache

Englisch

ISBN

978-1-4614-2935-7

Beschreibung

Rezension

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)

Zitat

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)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

25.02.2012

Abbildungen

XVIII, 92 illus., schwarz-weiss Illustrationen

Verlag

Springer Us

Seitenzahl

274

Maße (L/B/H)

23,5/15,5/1,6 cm

Gewicht

446 g

Auflage

2009

Sprache

Englisch

ISBN

978-1-4614-2935-7

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Data Mining in Agriculture
  • Produktbild: Data Mining in Agriculture
  • Introduction to Data Mining.- 2 Statistical Methods.- 3 Clustering by k-means.- 4 k-nearest Neighbor Classification.- 5 Artificial Neural Networks.- 6 Support Vector Machines.- 7 Biclustering.- 8 Validation.- 9 An Application in C.- 10 Data Mining in a Parallel Environment.- 11 Solutions of the Exercises.- A. Matlab Environment.- B. C programming language.- C. Message Passing Interface (MPI).- .D. Eigenvalues and Eigenvectors.- References.