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IJAOM
2010
70views more  IJAOM 2010»
13 years 6 months ago
Technology selection in the presence of dual-role factors
Technologies have varied strengths and weaknesses which require careful assessment by the purchasers. One of the uses of Data Envelopment Analysis (DEA) is technology selection. T...
Reza Farzipoor Saen
EOR
2011
172views more  EOR 2011»
13 years 6 months ago
Efficiency measurement using independent component analysis and data envelopment analysis
Efficiency measurement is an important issue for any firm or organization. Efficiency measurement allows organizations to compare their performance with their competitors’ and t...
Ling-Jing Kao, Chi-Jie Lu, Chih-Chou Chiu
ESWA
2008
187views more  ESWA 2008»
13 years 11 months ago
A DEA window analysis on the product family mix selection for a semiconductor fabricator
In a competitive market, semiconductor fabricator must face an environment with multi-product types, multi-priority orders and demand changes in time. Since semiconductor fabricat...
Shu-Hsing Chung, Amy Hsin-I Lee, He-Yau Kang, Chih...
EOR
2002
165views more  EOR 2002»
13 years 11 months ago
Review of ranking methods in the data envelopment analysis context
Within data envelopment analysis (DEA) is a sub-group of papers in which many researchers have sought to improve the differential capabilities of DEA and to fully rank both effici...
Nicole Adler, Lea Friedman, Zilla Sinuany-Stern
ANOR
2002
87views more  ANOR 2002»
13 years 11 months ago
Review of Methods for Increasing Discrimination in Data Envelopment Analysis
We present a review of methods for increasing discrimination between efficient DMUs in Data Envelopment Analysis. These methods were classified into two groups: those that incorpor...
Lidia Angulo Meza, Marcos Pereira Estellita Lins
COR
2006
93views more  COR 2006»
13 years 11 months ago
Data envelopment analysis for weight derivation and aggregation in the analytic hierarchy process
Data envelopment analysis (DEA) is proposed in this paper to generate local weights of alternatives from pair-wise comparison judgment matrices used in the analytic hierarchy proc...
Ramakrishnan Ramanathan
EOR
2008
112views more  EOR 2008»
13 years 11 months ago
DEA based auctions
We discuss the design of multi-dimensional tender and auction mechanisms that combine Data Envelopment Analysis (DEA) and auction theory. The mechanisms select an agent to perform...
Peter Bogetoft, Kurt Nielsen
DMIN
2006
113views Data Mining» more  DMIN 2006»
14 years 25 days ago
Back-propagation DEA
Data Envelopment Analysis (DEA) is one of the most widely used methods in the measurement efficiency and productivity of Decision Making Units (DMUs). DEA for a large dataset with...
Ali Emrouznejad
KDD
2004
ACM
123views Data Mining» more  KDD 2004»
14 years 12 months ago
A DEA approach for model combination
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
Zhiqiang Zheng, Balaji Padmanabhan, Haoqiang Zheng