Title | ||
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Inferring robust decision models in multicriteria classification problems: An experimental analysis. |
Abstract | ||
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•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 Doumpos | 1 | 757 | 51.71 |
Constantin Zopounidis | 2 | 1066 | 90.47 |
Emilios Galariotis | 3 | 34 | 3.10 |