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Multicriteria classification and sorting methods: A literature review

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  • Zopounidis, Constantin
  • Doumpos, Michael
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    Bibliographic Info

    Article provided by Elsevier in its journal European Journal of Operational Research.

    Volume (Year): 138 (2002)
    Issue (Month): 2 (April)
    Pages: 229-246

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    Handle: RePEc:eee:ejores:v:138:y:2002:i:2:p:229-246

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    References

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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    1. Greco, Salvatore & Matarazzo, Benedetto & Slowinski, Roman, 2002. "Rough sets methodology for sorting problems in presence of multiple attributes and criteria," European Journal of Operational Research, Elsevier, vol. 138(2), pages 247-259, April.
    2. Dov Pekelman & Subrata K. Sen, 1974. "Mathematical Programming Models for the Determination of Attribute Weights," Management Science, INFORMS, vol. 20(8), pages 1217-1229, April.
    3. Lam, K. F. & Choo, E. U. & Wedley, W. C., 1993. "Linear goal programming in estimation of classification probability," European Journal of Operational Research, Elsevier, vol. 67(1), pages 101-110, May.
    4. Zopounidis, Constantin & Doumpos, Michael, 1999. "A Multicriteria Decision Aid Methodology for Sorting Decision Problems: The Case of Financial Distress," Computational Economics, Society for Computational Economics, vol. 14(3), pages 197-218, December.
    5. Lam, Kim Fung & Choo, Eng Ung & Moy, Jane W., 1996. "Minimizing deviations from the group mean: A new linear programming approach for the two-group classification problem," European Journal of Operational Research, Elsevier, vol. 88(2), pages 358-367, January.
    6. Mousseau, V. & Figueira, J. & Naux, J. -Ph., 2001. "Using assignment examples to infer weights for ELECTRE TRI method: Some experimental results," European Journal of Operational Research, Elsevier, vol. 130(2), pages 263-275, April.
    7. Jacquet-Lagreze, Eric & Siskos, Yannis, 2001. "Preference disaggregation: 20 years of MCDA experience," European Journal of Operational Research, Elsevier, vol. 130(2), pages 233-245, April.
    8. Markowski, Carol A. & Markowski, Edward P., 1987. "An experimental comparison of several approaches to the discriminant problem with both qualitative and quantitative variables," European Journal of Operational Research, Elsevier, vol. 28(1), pages 74-78, January.
    9. Doumpos, Michael & Zopounidis, Constantin, 2001. "Assessing financial risks using a multicriteria sorting procedure: the case of country risk assessment," Omega, Elsevier, vol. 29(1), pages 97-109, February.
    10. V. Srinivasan & Allan Shocker, 1973. "Linear programming techniques for multidimensional analysis of preferences," Psychometrika, Springer, vol. 38(3), pages 337-369, September.
    11. Forrest Young & Jan Leeuw & Yoshio Takane, 1976. "Regression with qualitative and quantitative variables: An alternating least squares method with optimal scaling features," Psychometrika, Springer, vol. 41(4), pages 505-529, December.
    12. Nieddu, Luciano & Patrizi, Giacomo, 2000. "Formal methods in pattern recognition: A review," European Journal of Operational Research, Elsevier, vol. 120(3), pages 459-495, February.
    13. Greco, Salvatore & Matarazzo, Benedetto & Slowinski, Roman, 2001. "Rough sets theory for multicriteria decision analysis," European Journal of Operational Research, Elsevier, vol. 129(1), pages 1-47, February.
    14. Freed, Ned & Glover, Fred, 1981. "Simple but powerful goal programming models for discriminant problems," European Journal of Operational Research, Elsevier, vol. 7(1), pages 44-60, May.
    15. Pawlak, Zdzisaw & Sowinski, Roman, 1994. "Rough set approach to multi-attribute decision analysis," European Journal of Operational Research, Elsevier, vol. 72(3), pages 443-459, February.
    16. Stam, Antonie, 1990. "Extensions of mathematical programming-based classification rules: A multicriteria approach," European Journal of Operational Research, Elsevier, vol. 48(3), pages 351-361, October.
    17. Behnam Malakooti & Ying Q. Zhou, 1994. "Feedforward Artificial Neural Networks for Solving Discrete Multiple Criteria Decision Making Problems," Management Science, INFORMS, vol. 40(11), pages 1542-1561, November.
    18. Silva, Antonio Pedro Duarte & Stam, Antonie, 1994. "Second order mathematical programming formulations for discriminant analysis," European Journal of Operational Research, Elsevier, vol. 72(1), pages 4-22, January.
    19. Abad, P. L. & Banks, W. J., 1993. "New LP based heuristics for the classification problem," European Journal of Operational Research, Elsevier, vol. 67(1), pages 88-100, May.
    20. Yanev, N. & Balev, S., 1999. "A combinatorial approach to the classification problem," European Journal of Operational Research, Elsevier, vol. 115(2), pages 339-350, June.
    21. Wilson, J. M., 1996. "Integer programming formulations of statistical classification problems," Omega, Elsevier, vol. 24(6), pages 681-688, December.
    22. Dias, Luis & Mousseau, Vincent & Figueira, Jose & Climaco, Joao, 2002. "An aggregation/disaggregation approach to obtain robust conclusions with ELECTRE TRI," European Journal of Operational Research, Elsevier, vol. 138(2), pages 332-348, April.
    23. J. M. Liittschwager & C. Wang, 1978. "Integer Programming Solution of a Classification Problem," Management Science, INFORMS, vol. 24(14), pages 1515-1525, October.
    24. A. Charnes & W. W. Cooper & R. O. Ferguson, 1955. "Optimal Estimation of Executive Compensation by Linear Programming," Management Science, INFORMS, vol. 1(2), pages 138-151, January.
    25. Jacquet-Lagreze, E. & Siskos, J., 1982. "Assessing a set of additive utility functions for multicriteria decision-making, the UTA method," European Journal of Operational Research, Elsevier, vol. 10(2), pages 151-164, June.
    26. Hosseini, Jamshid C. & Armacost, Robert L., 1994. "The two-group discriminant problem with equal group mean vectors: An experimental evaluation of six linear/nonlinear programming formulations," European Journal of Operational Research, Elsevier, vol. 77(2), pages 241-252, September.
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    Citations

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    Cited by:
    1. Spathis, Charalambos & Doumpos, Michael & Zopounidis, Constantin, 2003. "Using client performance measures to identify pre-engagement factors associated with qualified audit reports in Greece," The International Journal of Accounting, Elsevier, vol. 38(3), pages 267-284.
    2. Patlitzianas, Konstantinos D. & Psarras, John, 2007. "Formulating a modern energy companies' environment in the EU accession member states through a decision support methodology," Energy Policy, Elsevier, vol. 35(4), pages 2231-2238, April.
    3. Eugenia Furems, 2011. "Domain structuring for knowledge-based multiattribute classification (a verbal decision analysis approach)," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 19(2), pages 402-420, December.
    4. Sueyoshi, Toshiyuki, 2004. "Mixed integer programming approach of extended DEA-discriminant analysis," European Journal of Operational Research, Elsevier, vol. 152(1), pages 45-55, January.
    5. de Andres, Javier & Landajo, Manuel & Lorca, Pedro, 2005. "Forecasting business profitability by using classification techniques: A comparative analysis based on a Spanish case," European Journal of Operational Research, Elsevier, vol. 167(2), pages 518-542, December.
    6. Gamper, C.D. & Turcanu, C., 2007. "On the governmental use of multi-criteria analysis," Ecological Economics, Elsevier, vol. 62(2), pages 298-307, April.
    7. Thomassey, Sébastien, 2010. "Sales forecasts in clothing industry: The key success factor of the supply chain management," International Journal of Production Economics, Elsevier, vol. 128(2), pages 470-483, December.
    8. Veres Ferrer, Ernesto Jesús & Labatut Serer, Gregorio & Pozuelo Campillo, Jose, 2009. "Hacia una ordenación de las pequeñas empresas atendiendo a su posible situación de fracaso/Towards a Ranking of Smaller Companies According to Their Failure Risk," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 27, pages 775 (18 pá, Diciembre.
    9. Miłosz Kadziński & Roman Słowiński, 2013. "DIS-CARD: a new method of multiple criteria sorting to classes with desired cardinality," Journal of Global Optimization, Springer, vol. 56(3), pages 1143-1166, July.
    10. Anzanello, Michel J. & Albin, Susan L. & Chaovalitwongse, Wanpracha A., 2012. "Multicriteria variable selection for classification of production batches," European Journal of Operational Research, Elsevier, vol. 218(1), pages 97-105.
    11. Beccacece, F. & Borgonovo, E., 2011. "Functional ANOVA, ultramodularity and monotonicity: Applications in multiattribute utility theory," European Journal of Operational Research, Elsevier, vol. 210(2), pages 326-335, April.
    12. Gupta, Pankaj & Mittal, Garima & Mehlawat, Mukesh Kumar, 2013. "Expected value multiobjective portfolio rebalancing model with fuzzy parameters," Insurance: Mathematics and Economics, Elsevier, vol. 52(2), pages 190-203.
    13. Lourenco, Rui Pedro & Costa, Joao Paulo, 2004. "Using ELECTRE TRI outranking method to sort MOMILP nondominated solutions," European Journal of Operational Research, Elsevier, vol. 153(2), pages 271-289, March.
    14. Barfod, Michael Bruhn, 2012. "An MCDA approach for the selection of bike projects based on structuring and appraising activities," European Journal of Operational Research, Elsevier, vol. 218(3), pages 810-818.
    15. Bouyssou, Denis & Marchant, Thierry, 2007. "An axiomatic approach to noncompensatory sorting methods in MCDM, II: More than two categories," European Journal of Operational Research, Elsevier, vol. 178(1), pages 246-276, April.
    16. Michael Doumpos & Fotios Pasiouras, 2005. "Developing and Testing Models for Replicating Credit Ratings: A Multicriteria Approach," Computational Economics, Society for Computational Economics, vol. 25(4), pages 327-341, June.
    17. Hatami-Marbini, Adel & Tavana, Madjid, 2011. "An extension of the Electre I method for group decision-making under a fuzzy environment," Omega, Elsevier, vol. 39(4), pages 373-386, August.
    18. G. Baourakis & M. Conisescu & G. Dijk & P. Pardalos & C. Zopounidis, 2009. "A multicriteria approach for rating the credit risk of financial institutions," Computational Management Science, Springer, vol. 6(3), pages 347-356, August.
    19. Dombi, Joszef & Zsiros, Akos, 2005. "Learning multicriteria classification models from examples: Decision rules in continuous space," European Journal of Operational Research, Elsevier, vol. 160(3), pages 663-675, February.
    20. Araz, Ceyhun & Ozkarahan, Irem, 2007. "Supplier evaluation and management system for strategic sourcing based on a new multicriteria sorting procedure," International Journal of Production Economics, Elsevier, vol. 106(2), pages 585-606, April.
    21. Doumpos, Michael & Zopounidis, Constantin, 2004. "A multicriteria classification approach based on pairwise comparisons," European Journal of Operational Research, Elsevier, vol. 158(2), pages 378-389, October.
    22. Bouyssou, Denis & Marchant, Thierry, 2007. "An axiomatic approach to noncompensatory sorting methods in MCDM, I: The case of two categories," European Journal of Operational Research, Elsevier, vol. 178(1), pages 217-245, April.
    23. Marco Corazza & Stefania Funari & Federico Siviero, 2008. "An MCDA-based Approach for Creditworthiness Assessment," Working Papers 177, Department of Applied Mathematics, Università Ca' Foscari Venezia.

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