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 ={} 
}

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},
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YEAR ={2001},
editor ={Floudas, C. and Pardalos, P.},
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chapter ={},
pages ={114-125},
address ={Boston, Dordrecht, London},
edition ={},
keywords ={finance, investment analysis, multicriteria analysis, decision support, applications},
note ={} 
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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 ={} 
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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 ={} 
}

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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