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KDD
2004
ACM
123views Data Mining» more  KDD 2004»
14 years 5 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
INFORMS
2007
123views more  INFORMS 2007»
13 years 4 months ago
Constructing Ensembles from Data Envelopment Analysis
It has been shown in prior work in management science, statistics and machine learning that using an ensemble of models often results in better performance than using a single ‘...
Zhiqiang Zheng, Balaji Padmanabhan
GECCO
2004
Springer
101views Optimization» more  GECCO 2004»
13 years 10 months ago
Growth Curves and Takeover Time in Distributed Evolutionary Algorithms
This paper presents a study of different models for the growth curves and takeover time in a distributed EA (dEA). The calculation of the takeover time and the dynamical growth cu...
Enrique Alba, Gabriel Luque
EOR
2002
165views more  EOR 2002»
13 years 4 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
2006
144views more  ANOR 2006»
13 years 4 months ago
A DEA game model approach to supply chain efficiency
Yao Chen, Liang Liang, Feng Yang