Multicriteria classification and sorting methods: A literature review

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Publication:1600903

DOI10.1016/S0377-2217(01)00243-0zbMath1010.90032MaRDI QIDQ1600903

Michael Doumpos, Constantin Zopounidis

Publication date: 16 June 2002

Published in: European Journal of Operational Research (Search for Journal in Brave)




Related Items (87)

Multicriteria energy policy investments and energy market clearance via integer programmingAn interactive algorithm for multiple criteria constrained sorting problemA multicriteria classification approach based on pairwise comparisonsTowards multicriteria clustering: an extension of the \(k\)-means algorithmLearning multicriteria classification models from examples: decision rules in continuous spaceA multicriteria approach for rating the credit risk of financial institutionsUser profiling based on multi-criteria analysis: the role of utility functionsA multiple criteria socio-technical approach for the Portuguese Army Special Forces recruitmentThe financing of innovative SMEs: a multicriteria credit rating modelELECTRE: A comprehensive literature review on methodologies and applicationsDominance-based rough set approach for group decisionsNeXCLass: A DECISION SUPPORT SYSTEM FOR NON-ORDERED MULTICRITERIA CLASSIFICATIONAn axiomatic approach to noncompensatory sorting methods in MCDM. I: The case of two categoriesAn experimental evaluation of some classification methodsSupervised classification and mathematical optimizationAn efficient SAT formulation for learning multiple criteria non-compensatory sorting rules from examplesLearning criteria weights of an optimistic Electre Tri sorting ruleApproaches for inequity-averse sortingDIS-CARD: a new method of multiple criteria sorting to classes with desired cardinalityA multi-objective approach for intermodal train load planningLearning multicriteria fuzzy classification method PROAFTN from dataAn ordinal sorting method for group decision-makingMultiple criteria hierarchy process for sorting problems based on ordinal regression with additive value functionsAn extension of the flowsort sorting method to deal with imprecisionIncremental elicitation of Choquet capacities for multicriteria choice, ranking and sorting problemsUTA-poly and UTA-splines: additive value functions with polynomial marginalsMultiple criteria sorting with a set of additive value functionsLearning monotone preferences using a majority rule sorting modelA robust hierarchical nominal multicriteria classification method based on similarity and dissimilarityFood market segmentation based on consumer preferences using outranking multicriteria approachesA multiple criteria approach for building a pandemic impact assessment composite indicator: the case of COVID-19 in PortugalA MIP-based approach to learn MR-sort models with single-peaked preferencesDomain structuring for knowledge-based multiattribute classification (a verbal decision analysis approach)Enhancing The Discrimination of Alternatives in Fuzzy-TopsisMulti-criteria classification, sorting, and clustering: a bibliometric review and research agendaConsensus-based TOPSIS-sort-B for multi-criteria sorting in the context of group decision-makingExternal validity of multi-criteria preference data obtained from non-random sampling: measuring cohesiveness within and between groupsMultiple criteria sorting models and methods. I: Survey of the literatureA decomposition based minimax regret approach for inverse multiple criteria sorting problemOn the median in imprecise ordinal problemsA multi-criteria sorting procedure with Tchebycheff utility functionMixed integer programming approach of extended DEA--discriminant analysis.Multicriteria variable selection for classification of production batchesAn MCDA approach for the selection of bike projects based on structuring and appraising activitiesUsing ELECTRE TRI outranking method to sort MOMILP nondominated solutions.An axiomatic approach to noncompensatory sorting methods in MCDM. II: M ore than two categoriesExpected value multiobjective portfolio rebalancing model with fuzzy parametersA hybrid outranking method for greenhouse gas emissions' institution selection with picture 2-tuple linguistic informationA new FlowSort-based method to deal with information imperfections in sorting decision-making problemsA case-based distance model for multiple criteria ABC analysisAlternative approach for learning and improving the MCDA method PROAFTNRegularized estimation for preference disaggregation in multiple criteria decision makingDecision-Oriented Rough Set MethodsAn outranking approach for multi-criteria decision-making with hesitant fuzzy linguistic term setsRobust ordinal regression for dominance-based rough set approach to multiple criteria sortingFUZZY MULTICRITERIA ASSIGNMENT FOR NOMINAL CLASSIFICATION: METHODOLOGY AND APPLICATION IN EVALUATION OF GREEK BANK'S ELECTRONIC PAYMENT RETAILERSRobust ordinal regression in preference learning and rankingModel combination for credit risk assessment: a stacked generalization approachFunctional ANOVA, ultramodularity and monotonicity: applications in multiattribute utility theoryAn outranking method for multi-criteria decision making with duplex linguistic informationAn interactive sorting approach based on the assignment examples of multiple decision makers with different prioritiesMulticriteria decision analysis for sustainable data centers locationForecasting business profitability by using classification techniques: a comparative analysis based on a Spanish caseA preference ordered classification for a multi-objective max-min redundancy allocation problemA rough set approach to knowledge discovery in analyzing competitive advantages of firmsData mining in a bicriteria clustering problemSelection of a representative value function in robust multiple criteria sortingThe 2-rank additive model with axiomatic design in multiple attribute decision makingA multiple criteria nominal classification method based on the concepts of similarity and dissimilarityCISEF: a composite index of social, environmental and financial performanceActive learning strategies for interactive elicitation of assignment examples for threshold-based multiple criteria sortingRobust stochastic sorting with interacting criteria hierarchically structuredRough sets for pattern classification using pairwise-comparison-based tablesChoice-based preference disaggregation concerning vehicle technologiesA paraconsistent many-valued similarity method for multi-attribute decision makingAn interactive sorting method for additive utility functionsPreference disaggregation for multiple criteria sorting with partial monotonicity constraints: application to exposure management of nanomaterialsDeveloping and testing models for replicating credit ratings: A multicriteria approach\(\mathcal{F}\)low\(\mathcal{S}\)ort: a flow-based sorting method with limiting or central profilesMulticriteria sorting using a valued indifference relation under a preference disaggregation paradigmA flexible approach to ranking with an application to MBA programsAn evolutionary approach to construction of outranking models for multicriteria classification: the case of the ELECTRE TRI methodDEA-DA for bankruptcy-based performance assessment: misclassification analysis of Japanese construction industryAdditive conjoint measurement with ordered categoriesDEA-discriminant analysis: methodological comparison among eight discriminant analysis approachesContingent preference disaggregation model for multiple criteria sorting problemInferring robust decision models in multicriteria classification problems: an experimental analysis


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