Antonio Mucherino,
Petraq Papajorgji,
Panos M. Pardalos
Data Mining in Agriculture
Gebonden Engels 2009 9780387886145Levertijd ± 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9780387886145
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:274
Uitgever:Springer New York
Hoofdrubriek:, Inkoop en logistiek, Organisatiekunde
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
to Data Mining.- Statistical Based Approaches.- Clustering by -means.- -Nearest Neighbor Classification.- Artificial Neural Networks.- Support Vector Machines.- Biclustering.- Validation.- Data Mining in a Parallel Environment.- Solutions to Exercises.
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan