Title
Inferring robust decision models in multicriteria classification problems: An experimental analysis.
Abstract
•We examine the robustness of inferring multicriteria classification models.•Analysis of the relationship between robustness and the quality of the models.•Introduction of a new model inference procedure based on the Chebyshev center.
Year
DOI
Venue
2014
10.1016/j.ejor.2013.12.034
European Journal of Operational Research
Keywords
Field
DocType
Multiple criteria analysis,Robustness,Disaggregation analysis,Monte Carlo simulation
Data mining,Monte Carlo method,Data set,Computer science,Bellman equation,Robustness (computer science),Decision model,Multicriteria classification
Journal
Volume
Issue
ISSN
236
2
0377-2217
Citations 
PageRank 
References 
15
0.61
15
Authors
3
Name
Order
Citations
PageRank
Michael Doumpos175751.71
Constantin Zopounidis2106690.47
Emilios Galariotis3343.10