M. Toloo

Publications102
h-index23
Citations1,387
Highly Influential Citations46
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Finding the most efficient DMUs in DEA: An improved integrated model
TLDR
In many applications of DEA finding the most efficient DMUs is desirable. Expand
  • 102
  • 10
A NEW INTEGRATED DEA MODEL FOR FINDING MOST BCC-EFFICIENT DMU
Abstract In many applications of widely recognized technique, DEA, finding the most efficient DMU is desirable for decision maker. Using basic DEA models, decision maker is not able to identify most… Expand
  • 74
  • 4
  • PDF
On classifying inputs and outputs in DEA: A revised model
  • M. Toloo
  • Computer Science
  • Eur. J. Oper. Res.
  • 1 October 2009
TLDR
Cook and Zhu [Cook, W.D., Zhu, J., 2007. Classifying inputs and outputs in data envelopment analysis. European Journal of Operational Research 180, 692-699] introduced a new method to determine whether a measure is an input or an output. Expand
  • 45
  • 4
A new DEA method for supplier selection in presence of both cardinal and ordinal data
TLDR
This paper proposes a new integrated data envelopment analysis (DEA) model for finding most efficient supplier in presence of both cardinal and ordinal data. Expand
  • 109
  • 3
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The most efficient unit without explicit inputs: An extended MILP-DEA model
Abstract Data envelopment analysis (DEA) has been a very popular method for measuring and benchmarking relative efficiency of each decision making units (DMUs) with multiple inputs and multiple… Expand
  • 41
  • 3
An improved MCDM DEA model for technology selection
This paper presents an Improved MCDM Data Envelopment Analysis (DEA) model in order to evaluate the best efficient DMUs in Advanced Manufacturing Technology (AMT). This model is capable of ranking… Expand
  • 56
  • 3
An epsilon-free approach for finding the most efficient unit in DEA
Abstract Data envelopment analysis (DEA), considering the best condition for each decision making unit (DMU), assesses the relative efficiency and partitions DMUs into two sets: efficient and… Expand
  • 42
  • 2
Alternative solutions for classifying inputs and outputs in data envelopment analysis
  • M. Toloo
  • Mathematics, Computer Science
  • Comput. Math. Appl.
  • 1 March 2012
TLDR
A new mixed integer linear programming (MILP) model is proposed to overcome the problem of not considering the alternative optimal solutions of classifier models when the flexible measure is considered as an input or output. Expand
  • 37
  • 2
Notes on classifying inputs and outputs in data envelopment analysis: A comment
  • M. Toloo
  • Computer Science
  • Eur. J. Oper. Res.
  • 16 June 2014
TLDR
Cook and Zhu (2007) introduced an innovative method to deal with flexible measures. Expand
  • 21
  • 2
Data envelopment analysis and big data
TLDR
A new framework is proposed to significantly decrease the required DEA calculation time in comparison with the existing methodologies when a large set of DMUs (e.g., 20,000 DMUs or more) is present. Expand
  • 39
  • 2
  • PDF