Mining Data Envelopment Analysis using Clustering Approach

Name: Mining Data Envelopment Analysis using Clustering Approach
Brand: VDM Verlag Dr. Müller
SKU: 9783639193725
Price: 305.6 RON
Availability: InStock

for Heterogeneous Decision Making Units

Autor: Hassan Najadat

Limbă:

Legare: Carte broșată

Editura: VDM Verlag Dr. Müller

Disponibilitate: La editor doar la comandă

Expediem în 17-27 zile

305.60 lei

This book integrates two important fields of information technology, data mining and data envelopmen...

Informații despre carte

Autor

Hassan Najadat

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

132

EAN

9783639193725

Enbook ID

06827462

Editura

VDM Verlag Dr. Müller

Greutate

192

Dimensiuni

150 x 220 x 7

Descriere completă

This book integrates two important fields of information technology, data mining and data envelopment analysis (DEA), to provide a new tool for measuring the performance of decision making units (DMU). Many investigations have dealt with the DEA models, but few have focused on heterogeneous DMUs, outlier detection, and scalability over large data sets. In this book, a comprehensive model is presented. A constraint based clustering method is introduced for early detection of outliers to evaluate the performance scores of non homogeneous DMUs. The book includes the different preprocessing stages used in applying different approaches of data mining. Along with the theory, an extensive analysis in assessing the transportation system funding for school districts in the state of North Dakota is provided. This book is originally a Ph.D. dissertation at NDSU,Fargo, ND, USA.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Mining Data Envelopment Analysis using Clustering Approach

for Heterogeneous Decision Making Units

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și