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MC-SC2 Publications [BibTeX, 2001]
Books and proceedings
    C. Zopounidis, P. Pardalos, and G. Baourakis. Fuzzy Sets in Management, Economics and Marketing. World Scientific Publishing Co., Singapore, 2001.
    @BOOK{ZopounidisETAL01,
    AUTHOR = {Zopounidis, C. and Pardalos, P. and Baourakis, G.},
    TITLE ={{Fuzzy Sets in Management, Economics and Marketing}},
    PUBLISHER ={World Scientific Publishing Co.},
    YEAR ={2001},
    volume = {},
    series ={},
    address ={Singapore},
    edition ={},
    keywords ={},
    note ={} 
    }
    


Articles in journal or book chapters
    C. Zopounidis. Financial applications of multicriteria analysis. In C. Floudas and P. Pardalos, editors, Encyclopedia of Optimization, volume II, pages 114-125. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 2001. Keyword(s): finance, investment analysis, multicriteria analysis, decision support, applications.
    @INCOLLECTION{Zopounidis01,
    AUTHOR ={Zopounidis, C.},
    TITLE ={Financial applications of multicriteria analysis},
    BOOKTITLE ={Encyclopedia of Optimization},
    PUBLISHER ={Springer, Formerly Kluwer Academic Publishers},
    YEAR ={2001},
    editor ={Floudas, C. and Pardalos, P.},
    volume = {II},
    series ={},
    type ={},
    chapter ={},
    pages ={114-125},
    address ={Boston, Dordrecht, London},
    edition ={},
    keywords ={finance, investment analysis, multicriteria analysis, decision support, applications},
    note ={} 
    }
    


    C. Zopounidis. Preference disaggregation approach: Basic features, examples from financial decision making. In C. Floudas and P. Pardalos, editors, Encyclopedia of Optimization, volume IV, pages 344-357. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 2001.
    @INCOLLECTION{Zopounidis01b,
    AUTHOR ={Zopounidis, C.},
    TITLE ={Preference disaggregation approach: Basic features, examples from financial decision making},
    BOOKTITLE ={Encyclopedia of Optimization},
    PUBLISHER ={Springer, Formerly Kluwer Academic Publishers},
    YEAR ={2001},
    editor ={Floudas, C. and Pardalos, P.},
    volume = {IV},
    series ={},
    type ={},
    chapter ={},
    pages ={344-357},
    address ={Boston, Dordrecht, London},
    keywords ={},
    note ={} 
    }
    


    C. Zopounidis and M. Doumpos. Decision support systems with multiple criteria. In C. Floudas and P. Pardalos, editors, Encyclopedia of Optimization, volume I, pages 382-390. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 2001. Keyword(s): decision support systems, multicriteria analysis, multicriteria group decision support systems, intelligent multicriteria decision support systems.
    @INCOLLECTION{ZopounidisDou01b,
    AUTHOR ={Zopounidis, C. and Doumpos, M.},
    TITLE ={Decision support systems with multiple criteria},
    BOOKTITLE ={Encyclopedia of Optimization},
    PUBLISHER ={Springer, Formerly Kluwer Academic Publishers},
    YEAR ={2001},
    editor ={Floudas, C. and Pardalos, P.},
    volume = {I},
    series ={},
    type ={},
    chapter ={},
    pages ={382-390},
    address ={Boston, Dordrecht, London},
    edition ={},
    keywords ={decision support systems, multicriteria analysis, multicriteria group decision support systems, intelligent multicriteria decision support systems},
    note ={} 
    }
    


    C. Zopounidis and M. Doumpos. Multicriteria sorting methods. In C. Floudas and P. Pardalos, editors, Encyclopedia of Optimization, volume III, pages 501-516. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 2001. Keyword(s): sorting, multicriteria analysis, goal programming, outranking relation, preference disaggregation.
    @INCOLLECTION{ZopounidisDou01c,
    AUTHOR ={Zopounidis, C. and Doumpos, M.},
    TITLE ={Multicriteria sorting methods},
    BOOKTITLE ={Encyclopedia of Optimization},
    PUBLISHER ={Springer, Formerly Kluwer Academic Publishers},
    YEAR ={2001},
    editor ={Floudas, C. and Pardalos, P.},
    volume = {III},
    series ={},
    type ={},
    chapter ={},
    pages ={501-516},
    address ={Boston, Dordrecht, London},
    edition ={},
    keywords ={sorting, multicriteria analysis, goal programming, outranking relation, preference disaggregation},
    note ={} 
    }
    


    C. Zopounidis and C. Hurson. Portfolio selection and multicriteria analysis. In C. Floudas and P. Pardalos, editors, Encyclopedia of Optimization, volume IV, pages 310-322. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 2001.
    @INCOLLECTION{ZopounidisHur01,
    AUTHOR ={Zopounidis, C. and Hurson, C.},
    TITLE ={Portfolio selection and multicriteria analysis},
    BOOKTITLE ={Encyclopedia of Optimization},
    PUBLISHER ={Springer, Formerly Kluwer Academic Publishers},
    YEAR ={2001},
    editor ={Floudas, C. and Pardalos, P.},
    volume = {IV},
    series ={},
    type ={},
    chapter ={},
    pages ={310-322},
    address ={Boston, Dordrecht, London},
    edition ={},
    keywords ={},
    note ={} 
    }
    


    A. Agarwal, J. Davis, and T. Ward. Supporting ordinal four-state classification decisions using neural networks. Information Technology and Management, 2(1):5-26, 2001. Keyword(s): decision support systems, neural networks, ordinal multi-state classification, financial distress.
    @ARTICLE{AgarwalETAL01,
    AUTHOR ={Agarwal, A. and Davis, J. and Ward, T.},
    TITLE ={Supporting ordinal four-state classification decisions using neural networks},
    JOURNAL ={Information Technology and Management},
    YEAR ={2001},
    volume ={2},
    number ={1},
    pages ={5-26},
    keywords ={decision support systems, neural networks, ordinal multi-state classification, financial distress},
    note ={} 
    }
    


    V. Ananthanarayana, M. Murty, and D. Subramanian. An incremental data mining algorithm for compact realization of prototypes. Pattern Recognition, 34(11):2249-2251, 2001. Note: Short Communication.
    @ARTICLE{AnanthanarayanaETAL01c,
    AUTHOR ={Ananthanarayana, V. and Murty, M. and Subramanian, D.},
    TITLE ={An incremental data mining algorithm for compact realization of prototypes},
    JOURNAL ={Pattern Recognition},
    YEAR ={2001},
    volume ={34},
    number ={11},
    pages ={2249-2251},
    keywords ={},
    note ={Short Communication} 
    }
    


    V. Ananthanarayana, M. Murty, and D. Subramanian. Efficient clustering of large data sets. Pattern Recognition, 34(12):2561-2563, 2001. Note: Short Communication.
    @ARTICLE{AnanthanarayanaETAL01b,
    AUTHOR ={Ananthanarayana, V. and Murty, M. and Subramanian, D.},
    TITLE ={Efficient clustering of large data sets},
    JOURNAL ={Pattern Recognition},
    YEAR ={2001},
    volume ={34},
    number ={12},
    pages ={2561-2563},
    keywords ={},
    note ={Short Communication} 
    }
    


    V. Ananthanarayana, M. Murty, and D. Subramanian. Multi-dimensional semantic clustering of large databases for association rule mining. Pattern Recognition, 34(4):939-941, 2001. Note: Short Communication.
    @ARTICLE{AnanthanarayanaETAL01,
    AUTHOR ={Ananthanarayana, V. and Murty, M. and Subramanian, D.},
    TITLE ={Multi-dimensional semantic clustering of large databases for association rule mining},
    JOURNAL ={Pattern Recognition},
    YEAR ={2001},
    volume ={34},
    number ={4},
    pages ={939-941},
    keywords ={},
    note ={Short Communication} 
    }
    


    N. Belacel and M. Boulassel. Multicriteria fuzzy assignment method: A useful tool to assist medical diagnosis. Artificial Intelligence in Medicine, 21:201-207, 2001. Keyword(s): multicriteria decision aid, classification, fuzzy sets, PROAFTN.
    @ARTICLE{BelacelBou01,
    AUTHOR ={Belacel, N. and Boulassel, M.},
    TITLE ={Multicriteria fuzzy assignment method: A useful tool to assist medical diagnosis},
    JOURNAL ={Artificial Intelligence in Medicine},
    YEAR ={2001},
    volume ={21},
    number ={},
    pages ={201-207},
    keywords ={multicriteria decision aid, classification, fuzzy sets, PROAFTN},
    note ={} 
    }
    


    N. Belacel and M. Boulassel. Multicriteria fuzzy assignment method: A useful tool to assist medical diagnosis. Artificial Intelligence in Medicine, 21, 2001. Keyword(s): multicriteria decision aid, classification, fuzzy sets, medical applications.
    @ARTICLE{BelacelBou01,
    AUTHOR ={Belacel, N. and Boulassel, M.},
    TITLE ={Multicriteria fuzzy assignment method: A useful tool to assist medical diagnosis},
    JOURNAL ={Artificial Intelligence in Medicine},
    YEAR ={2001},
    volume ={21},
    number ={},
    keywords ={multicriteria decision aid, classification, fuzzy sets, medical applications},
    note ={} 
    }
    


    N. Belacel, Ph. Vincke, M. Scheiff, and M. Boulassel. Acute leukemia diagnosis aid software using multicriteria fuzzy assignment methodology. Computer Methods and Programs in Biomedicine, 64(2):145-151, 2001. Keyword(s): computer-aided diagnosis, classification, fuzzy sets, fuzzy relations, acute leukemia.
    @ARTICLE{BelacelETAL01,
    AUTHOR ={Belacel, N. and Vincke, {Ph.} and Scheiff, M. and Boulassel, M.},
    TITLE ={Acute leukemia diagnosis aid software using multicriteria fuzzy assignment methodology},
    JOURNAL ={Computer Methods and Programs in Biomedicine},
    YEAR ={2001},
    volume ={64},
    number ={2},
    pages ={145-151},
    keywords ={computer-aided diagnosis, classification, fuzzy sets, fuzzy relations, acute leukemia},
    note ={} 
    }
    


    S. Bermejo and J. Cabestany. Oriented principal component analysis for large margin classifiers. Neural Networks, 14:1447-1461, 2001. Keyword(s): large margin classifiers, oriented principal component analysis, co-operative learning, principal componet neural networks, learning-to-learn algorithms, feature extraction, online gradient descent, pattern recognition.
    @ARTICLE{BermejoCab01,
    AUTHOR ={Bermejo, S. and Cabestany, J.},
    TITLE ={Oriented principal component analysis for large margin classifiers},
    JOURNAL ={Neural Networks},
    YEAR ={2001},
    volume ={14},
    number ={},
    pages ={1447-1461},
    keywords ={large margin classifiers, oriented principal component analysis, co-operative learning, principal componet neural networks, learning-to-learn algorithms, feature extraction, online gradient descent, pattern recognition},
    note ={} 
    }
    


    M. Beynon and M. Peel. Variable precision rough set theory and data discretisation: An application to corporate failure prediction. Omega - The International Journal of Management Science, 29:561-576, 2001. Keyword(s): data mining, failure prediction, FUSINTER data discretisation, rough set theory, variable precision rough set theory.
    @ARTICLE{BeynonPee01,
    AUTHOR ={Beynon, M. and Peel, M.},
    TITLE ={Variable precision rough set theory and data discretisation: An application to corporate failure prediction},
    JOURNAL ={Omega - The International Journal of Management Science},
    YEAR ={2001},
    volume ={29},
    number ={},
    pages ={561-576},
    keywords ={data mining, failure prediction, FUSINTER data discretisation, rough set theory, variable precision rough set theory},
    note ={} 
    }
    


    A. Cuevas, M. Febrero, and R. Fraiman. Cluster analysis: A further approach based on density estimation. Computational Statistics & Data Analysis, 36(4):441-459, 2001. Keyword(s): cluster algorithms, density estimates, smoothed bootstrap, level set estimation.
    @ARTICLE{CuevasETAL01,
    AUTHOR ={Cuevas, A. and Febrero, M. and Fraiman, R.},
    TITLE ={Cluster analysis: A further approach based on density estimation},
    JOURNAL ={Computational Statistics \& Data Analysis},
    YEAR ={2001},
    volume ={36},
    number ={4},
    pages ={441-459},
    keywords ={cluster algorithms, density estimates, smoothed bootstrap, level set estimation},
    note ={} 
    }
    


    R. De and S. Pal. A connectionist model for selection of cases. Information Sciences: An International Journal, 132:179-194, 2001. Keyword(s): case-based reasoning, fuzzy similarity, classification, node growing, node puning.
    @ARTICLE{DePal01,
    AUTHOR ={De, R. and Pal, S.},
    TITLE ={A connectionist model for selection of cases},
    JOURNAL ={Information Sciences: An International Journal},
    YEAR ={2001},
    volume ={132},
    number ={},
    pages ={179-194},
    keywords ={case-based reasoning, fuzzy similarity, classification, node growing, node puning},
    note ={} 
    }
    


    M. Delgado, F. Zuben, and F. Gomide. Hierarchical genetic fuzzy systems. Information Sciences: An International Journal, 136:29-52, 2001.
    @ARTICLE{DelgadoETAL01,
    AUTHOR ={Delgado, M. and Zuben, F. and Gomide, F.},
    TITLE ={Hierarchical genetic fuzzy systems},
    JOURNAL ={Information Sciences: An International Journal},
    YEAR ={2001},
    volume ={136},
    number ={},
    pages ={29-52},
    keywords ={},
    note ={} 
    }
    


    L. Di Lascio, A. Gisolfi, and G. Rosa. A commutative l-monoid for classification with fussy attributes. International Journal of Approximate Reasoning, 26:1-46, 2001. Keyword(s): fuzzy number, monoid, lattice, classical partition, relevance, classification.
    @ARTICLE{DiLascioETAL01,
    AUTHOR ={{Di Lascio}, L. and Gisolfi, A. and Rosa, G.},
    TITLE ={A commutative l-monoid for classification with fussy attributes},
    JOURNAL ={International Journal of Approximate Reasoning},
    YEAR ={2001},
    volume ={26},
    number ={},
    pages ={1-46},
    keywords ={fuzzy number, monoid, lattice, classical partition, relevance, classification},
    note ={} 
    }
    


    M. Doumpos, K. Pentaraki, C. Zopounidis, and C. Agorastos. Assessing country risk using a multi–group discrimination method: A comparative analysis. Management Science, 27(8):16-34, 2001.
    @ARTICLE{DoumposETAL01b,
    AUTHOR ={Doumpos, M. and Pentaraki, K. and Zopounidis, C. and Agorastos, C.},
    TITLE ={Assessing country risk using a multi–group discrimination method: A comparative analysis},
    JOURNAL ={Management Science},
    YEAR ={2001},
    volume ={27},
    number ={8},
    pages ={16-34},
    keywords ={},
    note ={} 
    }
    


    M. Doumpos, S. Zanakis, and C. Zopounidis. Multicriteria preference disaggregation for classification problems with an application to global investing risk. Decision Sciences, 32(2):333-385, 2001. Keyword(s): financial DSS, globalization, investment risk, judgment analysis, mathematical programming, multicriteria decision making, regression, classification, discriminant analysis.
    @ARTICLE{DoumposETAL01,
    AUTHOR ={Doumpos, M. and Zanakis, S. and Zopounidis, C.},
    TITLE ={Multicriteria preference disaggregation for classification problems with an application to global investing risk},
    JOURNAL ={Decision Sciences},
    YEAR ={2001},
    volume ={32},
    number ={2},
    pages ={333-385},
    keywords ={financial {DSS}, globalization, investment risk, judgment analysis, mathematical programming, multicriteria decision making, regression, classification, discriminant analysis},
    note ={} 
    }
    


    M. Doumpos and C. Zopounidis. Assessing financial risks using a multicriteria sorting procedure: The case of country risk assessment. Omega - The International Journal of Management Science, 29(1):97-109, 2001. Keyword(s): classification, country risk, discriminant analysis, multicriteria.
    @ARTICLE{DoumposZop01,
    AUTHOR ={Doumpos, M. and Zopounidis, C.},
    TITLE ={Assessing financial risks using a multicriteria sorting procedure: The case of country risk assessment},
    JOURNAL ={Omega - The International Journal of Management Science},
    YEAR ={2001},
    volume ={29},
    number ={1},
    pages ={97-109},
    keywords ={classification, country risk, discriminant analysis, multicriteria},
    note ={} 
    }
    


    M. Doumpos and C. Zopounidis. On the use of multicriteria classification methods: A simulation study. Fuzzy Economic Review, 6(2):37-49, 2001.
    @ARTICLE{DoumposZop01b,
    AUTHOR ={Doumpos, M. and Zopounidis, C.},
    TITLE ={On the use of multicriteria classification methods: A simulation study},
    JOURNAL ={Fuzzy Economic Review},
    YEAR ={2001},
    volume ={6},
    number ={2},
    pages ={37-49},
    keywords ={},
    note ={} 
    }
    


    S. Dreiseitl, L. Ohno-Machado, H. Kittler, S. Vinterbo, H. Billhardt, and M. Binder. A comparison of machine learning methods for the diagnosis of pigmented skin lesions. Journal of Biomedical Informatics, 34, 2001. Keyword(s): machine learning, decision support, image classification, neural networks, support vector machines.
    @ARTICLE{DreiseitlETAL01,
    AUTHOR ={Dreiseitl, S. and {Ohno-Machado}, L. and Kittler, H. and Vinterbo, S. and Billhardt, H. and Binder, M.},
    TITLE ={A comparison of machine learning methods for the diagnosis of pigmented skin lesions},
    JOURNAL ={Journal of Biomedical Informatics},
    YEAR ={2001},
    volume ={34},
    number ={},
    keywords ={machine learning, decision support, image classification, neural networks, support vector machines},
    note ={} 
    }
    


    S. Greco, B. Matarazzo, and R. Słowiński. Rough sets theory for multicriteria decision analysis. European Journal of Operational Research, 129(1):1-47, 2001. Keyword(s): multicriteria decision analysis, rough sets, classification, sorting, choice, ranking, decision rules, conjoint measurement.
    @ARTICLE{GrecoETAL01,
    AUTHOR ={Greco, S. and Matarazzo, B. and S{\l}owi\'nski, R.},
    TITLE ={Rough sets theory for multicriteria decision analysis},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={129},
    number ={1},
    pages ={1-47},
    keywords ={multicriteria decision analysis, rough sets, classification, sorting, choice, ranking, decision rules, conjoint measurement},
    note ={} 
    }
    


    C. Guinot, J. Latreille, D. Malvy, P. Preziosi, P. Galan, S. Hercberg, and M. Tenenhaus. Use of multiple correspondence analysis and cluster analysis to study dietary behaviour: Food consumption questionnaire in the SU.VI.MAX. Cohort. European Journal of Epidemiology, 17:505-516, 2001. Keyword(s): cluster analysis, dietary patterns, food consumption habits, food frequency questionnaire, multiple correspondence analysis, nutritional epidemiology.
    @ARTICLE{GuinotETAL01,
    AUTHOR ={Guinot, C. and Latreille, J. and Malvy, D. and Preziosi, P. and Galan, P. and Hercberg, S. and Tenenhaus, M.},
    TITLE ={Use of multiple correspondence analysis and cluster analysis to study dietary behaviour: Food consumption questionnaire in the {SU.VI.MAX.} Cohort},
    JOURNAL ={European Journal of Epidemiology},
    YEAR ={2001},
    volume ={17},
    number ={},
    pages ={505-516},
    keywords ={cluster analysis, dietary patterns, food consumption habits, food frequency questionnaire, multiple correspondence analysis, nutritional epidemiology},
    note ={} 
    }
    


    A. Gómez-Skarmeta, M. Valdés, F. Jiménez, and J. Marìn-Blásquez. Approximative fuzzy rules approaches for classification with hybrid-GA techniques. Information Sciences: An International Journal, 136:193-214, 2001. Keyword(s): fuzzy classifiers, hybrid systems, rules extraction, fuzzy rules tuning, fuzzy hedges.
    @ARTICLE{GomezSkarmetaETAL01,
    AUTHOR ={G\'omez-Skarmeta, A. and Vald\'es, M. and Jim\'enez, F. and {Mar\'in-Bl\'asquez}, J.},
    TITLE ={Approximative fuzzy rules approaches for classification with hybrid-{GA} techniques},
    JOURNAL ={Information Sciences: An International Journal},
    YEAR ={2001},
    volume ={136},
    number ={},
    pages ={193-214},
    keywords ={fuzzy classifiers, hybrid systems, rules extraction, fuzzy rules tuning, fuzzy hedges},
    note ={} 
    }
    


    H. Ishibuchi, T. Nakashima, and T. Murata. Three-objective genetics-based machine learning for linguistic rule extraction. Information Sciences: An International Journal, 136:109-133, 2001. Keyword(s): pattern classification, fuzzy systems, genetic algorithm, rule extraction.
    @ARTICLE{IshibuchiETAL01,
    AUTHOR ={Ishibuchi, H. and Nakashima, T. and Murata, T.},
    TITLE ={Three-objective genetics-based machine learning for linguistic rule extraction},
    JOURNAL ={Information Sciences: An International Journal},
    YEAR ={2001},
    volume ={136},
    number ={},
    pages ={109-133},
    keywords ={pattern classification, fuzzy systems, genetic algorithm, rule extraction},
    note ={} 
    }
    


    E. Jacquet-Lagrèze and Y. Siskos. Preference disaggregation: 20 years of MCDA experience. European Journal of Operational Research, 130(2):233-245, 2001. Keyword(s): preference disaggregation, multicriteria analysis, goal programming, regression.
    @ARTICLE{JacquetLagrezeSis01,
    AUTHOR ={{Jacquet-Lagr\`eze}, E. and Siskos, Y.},
    TITLE ={Preference disaggregation: 20 years of {MCDA} experience},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={2},
    pages ={233-245},
    keywords ={preference disaggregation, multicriteria analysis, goal programming, regression},
    note ={} 
    }
    


    F. Joerin, M. Thériault, and A. Musy. Using GIS and outranking multicriteria analysis for land-use suitability assessment. International Journal of Geographical Information Science, 15(2):153-174, 2001. Keyword(s): ELECTRE TRI.
    @ARTICLE{JoerinETAL01,
    AUTHOR ={Joerin, F. and Th\'eriault, M. and Musy, A.},
    TITLE ={Using {GIS} and outranking multicriteria analysis for land-use suitability assessment},
    JOURNAL ={International Journal of Geographical Information Science},
    YEAR ={2001},
    volume ={15},
    number ={2},
    pages ={153-174},
    keywords ={ELECTRE TRI},
    note ={} 
    }
    


    J. Kangas, A. Kangas, P. Leskinen, and J. Pykäläinen. MCDM methods in strategic planning of forestry on state-owned lands in Finland: Applications and experiences. Journal of Multi-Criteria Decision Analysis, 10(5):257-271, 2001. Keyword(s): forestry decision support, forest management, multi-attribute value function, outranking, participatory planning, statistical analysis.
    @ARTICLE{KangasETAL01,
    AUTHOR ={Kangas, J. and Kangas, A. and Leskinen, P. and Pyk\"{a}l\"{a}inen, J.},
    TITLE ={{MCDM} methods in strategic planning of forestry on state-owned lands in Finland: Applications and experiences},
    JOURNAL ={Journal of Multi-Criteria Decision Analysis},
    YEAR ={2001},
    volume ={10},
    number ={5},
    pages ={257-271},
    keywords ={forestry decision support, forest management, multi-attribute value function, outranking, participatory planning, statistical analysis},
    note ={} 
    }
    


    J. Kishore, L. Patnaik, V. Mani, and V. Agrawal. Genetic programming based pattern classification with feature space partitioning. Information Sciences: An International Journal, 131:65-86, 2001.
    @ARTICLE{KishoreETAL01,
    AUTHOR ={Kishore, J. and Patnaik, L. and Mani, V. and Agrawal, V.},
    TITLE ={Genetic programming based pattern classification with feature space partitioning},
    JOURNAL ={Information Sciences: An International Journal},
    YEAR ={2001},
    volume ={131},
    number ={},
    pages ={65-86},
    keywords ={},
    note ={} 
    }
    


    C. Loucopoulos. Three-group classification with unequal misclassification costs: A mathematical programming approach. Omega - The International Journal of Management Science, 29:291-297, 2001. Keyword(s): mathematical programming, discriminant analysis, MBA admissions.
    @ARTICLE{Loucopoulos01,
    AUTHOR ={Loucopoulos, C.},
    TITLE ={Three-group classification with unequal misclassification costs: A mathematical programming approach},
    JOURNAL ={Omega - The International Journal of Management Science},
    YEAR ={2001},
    volume ={29},
    number ={},
    pages ={291-297},
    keywords ={mathematical programming, discriminant analysis, MBA admissions},
    note ={} 
    }
    


    R. Major and C. Ragsdale. Aggregating expert predictions in a networked environment. Computers & Operations Research, 28:1231-1244, 2001. Keyword(s): distributed processing, discriminant analysis, two-group classification.
    @ARTICLE{MajorRag01,
    AUTHOR ={Major, R. and Ragsdale, C.},
    TITLE ={Aggregating expert predictions in a networked environment},
    JOURNAL ={Computers \& Operations Research},
    YEAR ={2001},
    volume ={28},
    number ={},
    pages ={1231-1244},
    keywords ={distributed processing, discriminant analysis, two-group classification},
    note ={} 
    }
    


    N. Matsatsinis and A. Samaras. MCDA and preference disaggregation in group decision support systems. European Journal of Operational Research, 130(2):414-429, 2001. Keyword(s): group decisions, multiple criteria decision aid, information systems, conflict, concessions.
    @ARTICLE{MatsatsinisSam01,
    AUTHOR ={Matsatsinis, N. and Samaras, A.},
    TITLE ={{MCDA} and preference disaggregation in group decision support systems},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={2},
    pages ={414-429},
    keywords ={group decisions, multiple criteria decision aid, information systems, conflict, concessions},
    note ={} 
    }
    


    N. Michalowski, S. Rubin, R. Słowiński, and S. Wilk. Triage of the child abdominal pain: A clinical algorithm for emergency patient management. Paediatrics and Child Heath, 6(1):23-28, 2001.
    @ARTICLE{MichalowskiETAL01,
    AUTHOR ={Michalowski, N. and Rubin, S. and S{\l}owi\'nski, R. and Wilk, S.},
    TITLE ={Triage of the child abdominal pain: A clinical algorithm for emergency patient management},
    JOURNAL ={Paediatrics and Child Heath},
    YEAR ={2001},
    volume ={6},
    number ={1},
    pages ={23-28},
    keywords ={},
    note ={} 
    }
    


    G. Mihelis, E. Grigoroudis, Y. Siskos, Y. Politis, and Y. Malandrakis. Customer satisfaction measurement in the private bank sector. European Journal of Operational Research, 130:347-360, 2001. Keyword(s): multicriteria analysis, preference disaggregation, ordinal regression, customer satisfaction analysis, MUSA.
    @ARTICLE{MihelisETAL01,
    AUTHOR ={Mihelis, G. and Grigoroudis, E. and Siskos, Y. and Politis, Y. and Malandrakis, Y.},
    TITLE ={Customer satisfaction measurement in the private bank sector},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={},
    pages ={347-360},
    keywords ={multicriteria analysis, preference disaggregation, ordinal regression, customer satisfaction analysis, MUSA},
    note ={} 
    }
    


    S. Mitra, P. Mitra, and S. Pal. Evolutionary modular design of rough knowledge-based network using fuzzy attributes. Neurocomputing, 36:45-66, 2001. Keyword(s): soft computing, fuzzy MLP, rough sets, knowledge-based network, genetic algorithm, modular neural network.
    @ARTICLE{MitraETAL01,
    AUTHOR ={Mitra, S. and Mitra, P. and Pal, S.},
    TITLE ={Evolutionary modular design of rough knowledge-based network using fuzzy attributes},
    JOURNAL ={Neurocomputing},
    YEAR ={2001},
    volume ={36},
    number ={},
    pages ={45-66},
    keywords ={soft computing, fuzzy MLP, rough sets, knowledge-based network, genetic algorithm, modular neural network},
    note ={} 
    }
    


    M. Mojirsheibani. Classifier selection from a totally bounded class of functions. Statistics & Probability Letters, 52:391-400, 2001. Keyword(s): Bayes classifier, misclassification error, Shatter coeficient, Skeleton estimate, regularization, consistency.
    @ARTICLE{Mojirsheibani01,
    AUTHOR ={Mojirsheibani, M.},
    TITLE ={Classifier selection from a totally bounded class of functions},
    JOURNAL ={Statistics \& Probability Letters},
    YEAR ={2001},
    volume ={52},
    number ={},
    pages ={391-400},
    keywords ={Bayes classifier, misclassification error, Shatter coeficient, Skeleton estimate, regularization, consistency},
    note ={} 
    }
    


    S. Montes, I. Couso, and P. Gil. One-to-one correspondences between e-partitions, (1-$\epsilon$)-equivalences and $\epsilon$-pseudometrics. Fuzzy Sets and Systems, 124:87-95, 2001. Keyword(s): fuzzy partitions, fuzzy relations, equality between fuzzy subsets, pseudometrics.
    @ARTICLE{MontesETAL01,
    AUTHOR ={Montes, S. and Couso, I. and Gil, P.},
    TITLE ={One-to-one correspondences between e-partitions, (1-$\epsilon$)-equivalences and $\epsilon$-pseudometrics},
    JOURNAL ={Fuzzy Sets and Systems},
    YEAR ={2001},
    volume ={124},
    number ={},
    pages ={87-95},
    keywords ={fuzzy partitions, fuzzy relations, equality between fuzzy subsets, pseudometrics},
    note ={} 
    }
    


    V. Mousseau, J. Figueira, and J.-P. Naux. Using assignment examples to infer weights for ELECTRE TRI method: Some experimental results. European Journal of Operational Research, 130(2):263-275, 2001. Keyword(s): sorting problematic, preference disaggregation, weight elicitation, numerical experiments.
    @ARTICLE{MousseauETAL01,
    AUTHOR ={Mousseau, V. and Figueira, J. and Naux, {J.-P.}},
    TITLE ={Using assignment examples to infer weights for {ELECTRE TRI} method: Some experimental results},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={2},
    pages ={263-275},
    keywords ={sorting problematic, preference disaggregation, weight elicitation, numerical experiments},
    note ={} 
    }
    


    M. Pardo, G. Sberveglieri, A. Taroni, F. Masulli, and G. Valentini. Decompositive classification models for Electronic Noses. Analytica Chimica Acta, 446:223-232, 2001. Keyword(s): pattern recognition, ensemble methods, classification tree, output coding, multilayer perception, electronic nose.
    @ARTICLE{PardoETAL01,
    AUTHOR ={Pardo, M. and Sberveglieri, G. and Taroni, A. and Masulli, F. and Valentini, G.},
    TITLE ={Decompositive classification models for Electronic Noses},
    JOURNAL ={Analytica Chimica Acta},
    YEAR ={2001},
    volume ={446},
    number ={},
    pages ={223-232},
    keywords ={pattern recognition, ensemble methods, classification tree, output coding, multilayer perception, electronic nose},
    note ={} 
    }
    


    P. Pendharkar. An empirical study of design and testing of hybrid evolutionary-neural approach for classification. Omega - The International Journal of Management Science, 29:361-374, 2001. Keyword(s): artificial intelligence, artificial neural networks, genetic algorithm, discriminant analysis, classification, learning.
    @ARTICLE{Pendharkar01,
    AUTHOR ={Pendharkar, P.},
    TITLE ={An empirical study of design and testing of hybrid evolutionary-neural approach for classification},
    JOURNAL ={Omega - The International Journal of Management Science},
    YEAR ={2001},
    volume ={29},
    number ={},
    pages ={361-374},
    keywords ={artificial intelligence, artificial neural networks, genetic algorithm, discriminant analysis, classification, learning},
    note ={} 
    }
    


    M. Ramoni and P. Sebastiani. Robust Bayes classifiers. Artificial Intelligence, 125:209-226, 2001. Keyword(s): Bayes classifier, missing data, probability intervals.
    @ARTICLE{RamoniSeb01,
    AUTHOR ={Ramoni, M. and Sebastiani, P.},
    TITLE ={Robust Bayes classifiers},
    JOURNAL ={Artificial Intelligence},
    YEAR ={2001},
    volume ={125},
    number ={},
    pages ={209-226},
    keywords ={Bayes classifier, missing data, probability intervals},
    note ={} 
    }
    


    V. Ravi, P. Reddy, and H.-J. Zimmermann. Fuzzy rule base generation for classification and its minimization via modified threshold accepting. Fuzzy Sets and Systems, 120(2):271-279, 2001. Keyword(s): fuzzy if-then rule bases, modifed threshold accepting, meta-heuristics, multi objective combinatorial optimization problem.
    @ARTICLE{RaviETAL01,
    AUTHOR ={Ravi, V. and Reddy, P. and Zimmermann, {H.-J.}},
    TITLE ={Fuzzy rule base generation for classification and its minimization via modified threshold accepting},
    JOURNAL ={Fuzzy Sets and Systems},
    YEAR ={2001},
    volume ={120},
    number ={2},
    pages ={271-279},
    keywords ={fuzzy if-then rule bases, modifed threshold accepting, meta-heuristics, multi objective combinatorial optimization problem},
    note ={} 
    }
    


    Q. Shen and A. Chouchoulas. FuREAP: A fuzzy - rough estimator of Algae populations. Artificial Intelligence in Engineering, 15:13-24, 2001. Keyword(s): Algae population estimation, fuzzy logic, rough sets, rule induction, dimensionality reduction.
    @ARTICLE{ShenCho01,
    AUTHOR ={Shen, Q. and Chouchoulas, A.},
    TITLE ={{FuREAP}: A fuzzy - rough estimator of {Algae} populations},
    JOURNAL ={Artificial Intelligence in Engineering},
    YEAR ={2001},
    volume ={15},
    number ={},
    pages ={13-24},
    keywords ={Algae population estimation, fuzzy logic, rough sets, rule induction, dimensionality reduction},
    note ={} 
    }
    


    P. Srinivasan, M. Ruiz, D. Kraft, and J.-G. Chen. Vocabulary mining for information retrieval: Rough sets and fuzzy sets. Information Processing and Management, 37:15-38, 2001. Keyword(s): vocabulary mining, generalized rough sets, fuzzy sets, multiple vocabulary views, UMLS.
    @ARTICLE{SrinivasanETAL01,
    AUTHOR ={Srinivasan, P. and Ruiz, M. and Kraft, D. and Chen, {J.-G.}},
    TITLE ={Vocabulary mining for information retrieval: Rough sets and fuzzy sets},
    JOURNAL ={Information Processing and Management},
    YEAR ={2001},
    volume ={37},
    number ={},
    pages ={15-38},
    keywords ={vocabulary mining, generalized rough sets, fuzzy sets, multiple vocabulary views, UMLS},
    note ={} 
    }
    


    M. Vichi and H. Kiers. Factorial k-means analysis for two-way data. Computational Statistics & Data Analysis, 37(1):49-64, 2001. Keyword(s): cluster analysis, factorial model, tandem analysis, k-means algorithm.
    @ARTICLE{VichiKie01,
    AUTHOR ={Vichi, M. and Kiers, H.},
    TITLE ={Factorial k-means analysis for two-way data},
    JOURNAL ={Computational Statistics \& Data Analysis},
    YEAR ={2001},
    volume ={37},
    number ={1},
    pages ={49-64},
    keywords ={cluster analysis, factorial model, tandem analysis, k-means algorithm},
    note ={} 
    }
    


    K. Zaras. Rough approximation of a preference relation by a multi-attribute stochastic dominance for determinist and stochastic evaluation problems. European Journal of Operational Research, 130(2):305-314, 2001. Keyword(s): preferences, multiple attributes, rough set theory, multi-attribute stochastic dominance, decision making.
    @ARTICLE{Zaras01,
    AUTHOR ={Zaras, K.},
    TITLE ={Rough approximation of a preference relation by a multi-attribute stochastic dominance for determinist and stochastic evaluation problems},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={2},
    pages ={305-314},
    keywords ={preferences, multiple attributes, rough set theory, multi-attribute stochastic dominance, decision making},
    note ={} 
    }
    


    N. Zhong, J. Dong, and S. Ohsuga. Rule discovery by soft induction techniques. Neurocomputing, 36:171-204, 2001. Keyword(s): inductive learning, knowledge discovery, generalization distribution table (GDT), rough sets, soft computing, uncertainty and incompleteness, background knowledge, hybrid system.
    @ARTICLE{ZhongETAL01,
    AUTHOR ={Zhong, N. and Dong, J. and Ohsuga, S.},
    TITLE ={Rule discovery by soft induction techniques},
    JOURNAL ={Neurocomputing},
    YEAR ={2001},
    volume ={36},
    number ={},
    pages ={171-204},
    keywords ={inductive learning, knowledge discovery, generalization distribution table (GDT), rough sets, soft computing, uncertainty and incompleteness, background knowledge, hybrid system},
    note ={} 
    }
    


    C. Zopounidis and M. Doumpos. A preference disaggregation decision support system for financial classification problems. European Journal of Operational Research, 130(2):402-413, 2001. Keyword(s): multicriteria analysis, decision support systems, finance, preference disaggregation, credit granting.
    @ARTICLE{ZopounidisDou01,
    AUTHOR ={Zopounidis, C. and Doumpos, M.},
    TITLE ={A preference disaggregation decision support system for financial classification problems},
    JOURNAL ={European Journal of Operational Research},
    YEAR ={2001},
    volume ={130},
    number ={2},
    pages ={402-413},
    keywords ={multicriteria analysis, decision support systems, finance, preference disaggregation, credit granting},
    note ={} 
    }
    


Internal reports
    J. N. Clímaco, L. C. Dias, J. Figueira, C. Gomes da Silva, and V. Mousseau. Resolving inconsistencies among constraints on the parameters of an MCDA model. Cahier du LAMSADE 178, Université Paris-Dauphine, Paris, France, 2001. Keyword(s): IRIS.
    @TECHREPORT{ClimacoETAL01,
    AUTHOR ={Cl\'{\i}maco, {J. N.} and Dias, {L. C.} and Figueira, J. and {Gomes da Silva}, C. and Mousseau, V.},
    TITLE ={Resolving inconsistencies among constraints on the parameters of an {MCDA} model},
    INSTITUTION ={Universit\'e Paris-Dauphine},
    YEAR ={2001},
    type ={Cahier du {LAMSADE}},
    number ={178},
    address ={Paris, France},
    keywords ={IRIS},
    note ={} 
    }
    


    V. Mousseau and L. C. Dias. Fuzzy outranking relations in ELECTRE providing manageable disaggregation procedures. DIMACS Research Report 2001-27, Rutgers Univerity, 2001. Keyword(s): fuzzy outranking relations, veto effect, parameters inference procedures, ELECTRE.
    @TECHREPORT{MousseauDia01,
    AUTHOR ={Mousseau, V. and Dias, {L. C.}},
    TITLE ={Fuzzy outranking relations in {ELECTRE} providing manageable disaggregation procedures},
    INSTITUTION ={Rutgers Univerity},
    YEAR ={2001},
    type ={DIMACS Research Report},
    number ={2001-27},
    address ={},
    keywords ={fuzzy outranking relations, veto effect, parameters inference procedures, ELECTRE},
    note ={} 
    }
    


    V. Mousseau and L. C. Dias. Valued outranking relations in ELECTRE providing manageable disaggregation procedures. Cahier du LAMSADE 189, Université Paris-Dauphine, Paris, France, 2001. Keyword(s): multiple criteria analysis, valued outranking relations, veto effect, parameter inference procedures, ELECTRE.
    @TECHREPORT{MousseauDia01b,
    AUTHOR ={Mousseau, V. and Dias, {L. C.}},
    TITLE ={Valued outranking relations in {ELECTRE} providing manageable disaggregation procedures},
    INSTITUTION ={Universit\'e Paris-Dauphine},
    YEAR ={2001},
    type ={Cahier du {LAMSADE}},
    number ={189},
    address ={Paris, France},
    keywords ={multiple criteria analysis, valued outranking relations, veto effect, parameter inference procedures, ELECTRE},
    note ={} 
    }
    



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Last modified: Fri Dec 15 07:05:31 2006
Author: Juscelino Dias.


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