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Keywords = Artificial Neural Network
Number of Articles: 3
Combining data envelopment analysis models and machine learning algorithms for evaluating the efficiency of decision-making units considering undesirable outputs
Volume 22, Issue 74 , November 2024, , Pages 139-174
Abstract
Undesirable outputs are an integral part of production in various decision-making units, and to bring analyses closer to the real world, it is necessary to consider, undesirable outputs in performance evaluation research. In this paper, a new hybrid model for evaluating the efficiency of decision-making ... Read MoreDynamic clustering of customers by Data Envelopment Analysis (DEA) - Discriminant Analysis (DA) and Artificial Neural Network (SOM)
Volume 14, Issue 40 , April 2016, , Pages 165-187
Abstract
Today evaluation of customers to classify the quality of providing services is one of the main challenges of decision-makers in different organizations. It is difficult to respond to all customers’ demands because of increasing volume of them. On the other hand, in current competitive markets, ... Read MoreA model to define and determine the production process parameters of polyethylene Terephthalate (PET) using combined approach of Response Surface Methodology, Artificial Neural Network and Meta heuristic
Volume 13, Issue 38 , October 2015, , Pages 79-98