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C. Zopounidis, editor. Operational Tools in the Management of Financial Risks. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 1998. [bibtex-entry]

C. Zopounidis and A. Dimitras. Multicriteria Decision Aid Methods for the Prediction of Business Failure. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 1998. [bibtex-entry]

C. Zopounidis and P. Pardalos, editors. Managing in Uncertainty: Theory and Practice. Springer, Formerly Kluwer Academic Publishers, Boston, Dordrecht, London, 1998. [bibtex-entry]

C. Zopounidis and I. Papadimitriou, editors. Abstracts and Papers of the 47th Meeting of the European Working Group ``Multicriteria Aid for Decisions'', volume I, Chania, 1998. Technical University of Crete, Editions of the Technical University of Crete. [bibtex-entry]

C. Zopounidis and I. Papadimitriou, editors. Abstracts and Papers of the 47th Meeting of the European Working Group ``Multicriteria Aid for Decisions'', volume II, Chania, 1998. Technical University of Crete, Editions of the Technical University of Crete. [bibtex-entry]

N. Belacel. Méthodes de Classification Multicritère : Méthodologie et Application au Diagnostique Médical. Thése deDoctorat, Université Libre de Bruxelles, Belgique, 1998. Keyword(s): PROAFTN. [bibtex-entry]

J.-L. Marichal. Aggregation Operations for Multicriteria Decision Aid. PhD thesis, Department of Mathematics, University of Liège, Liège, Belgium, 1998. [bibtex-entry]

P. Allaart. Minimax risk inequalities for the location-parameter classification problem. Journal of Multivariate Analysis, 66:255-269, 1998. Keyword(s): optimal-partioning, minimax risk, classification, partition range, convexity theorem, concentration function, tail concentration. [bibtex-entry]

S. Bandyopadhyay, S. Pal, and U. Maulik. Incorporating chromosome differentiation in genetic algorithms. Information Sciences: An International Journal, 104:293-319, 1998. [bibtex-entry]

Z. Bonikowski, E. Bryniarski, and U. Wybraniec-Skardowska. Extensions and intentions in the rough set theory. Information Sciences: An International Journal, 107:149-167, 1998. Keyword(s): approximation spaces, representative approximation spaces, rough sets, rough set inclusion, operations on rough sets. [bibtex-entry]

C.-C. Chan. A rough set approach to attribute generalization in data mining. Information Sciences: An International Journal, 107:169-176, 1998. Keyword(s): rough sets, data mining, inductive learning. [bibtex-entry]

B. Derriks and D. Willems. Negative feedback in information dialogues: Identification, classification and problem- solving procedures. International Journal of Human-Computer Studies, 48:577-604, 1998. [bibtex-entry]

M. Doumpos and C. Zopounidis. The use of the preference disaggregation analysis in the assessment of financial risks. Fuzzy Economic Review, 3(1):39-57, 1998. [bibtex-entry]

A. Gonzalez and R. Perez. Completeness and consistency conditions for learning fuzzy rules. Fuzzy Sets and Systems, 96:37-51, 1998. Keyword(s): machine learning, classification, fuzzy logic, fuzzy rules, genetic algorithm. [bibtex-entry]

A. Guitouni and J.-M. Martel. Tentative guidelines to help choosing an appropriate MCDA method. European Journal of Operational Research, 109(2):501-521, 1998. Keyword(s): multicriteria analysis, decision making situation, multicriterion decision aid method, multicriterion aggregation procedure, comparative analysis, preferences modelling, behavioural considerations. [bibtex-entry]

H. Guvenir and E. Erel. Multicriteria inventory classification using a genetic algorithm. European Journal of Operational Research, 105:29-37, 1998. Keyword(s): computers, genetic algorithm, AHP, inventory, multi-criteria analysis. [bibtex-entry]

R. Hammah and J. Curran. Fuzzy cluster algorithm for the automatic identification of joint sets. International Journal for Housing Science and Its Applications, 35(7):889-905, 1998. [bibtex-entry]

M. Hintz-Madsen, L. Hansen, J. Larsen, M. Pedersen, and M. Larsen. Neural classifier construction using regularization, pruning and test error estimation. Neural Networks, 11:1659-1670, 1998. Keyword(s): neural classifiers, architcture optimization, regularization, generalization estimation. [bibtex-entry]

M. Horváth and G. Lugosi. Scale-sensitive dimensions and skeleton estimates for classification. Discrete Applied Mathematics, 85:37-61, 1998. [bibtex-entry]

H. Ishibuchi, T. Murata, and M. Gen. Performance evaluation of fuzzy rule-based classification systems obtained by multi- objective genetic algorithms. Computers & Industrial Engineering, 35(3-4):575-578, 1998. Keyword(s): fuzzy rule-based system, pattern classification, rule selection, genetic algorithm, knowledge acquisition. [bibtex-entry]

A. Jackson, Z. Pawlak, and S. LeClair. Rough sets applied to the discovery of materials knowledge. Journal of Alloys and Compounds, 279:14-21, 1998. Keyword(s): material design, rough sets, pyramidal networks. [bibtex-entry]

X. Jia and J. Richards. Progressive two-class decision classifier for optimization of class discriminations. Remote Sens. Environ., 63:289-297, 1998. [bibtex-entry]

S. Kundu and A. Martinsek. Using a stopping rule to determine the size of the training sample in a classification problem. Statistics & Probability Letters, 37:19-27, 1998. Keyword(s): classification, discrimination, pattern recognition, density estimate, stopping rule. [bibtex-entry]

O. Larichev, H. Moshkovich, and S. Rebrik. Systematic research into human behavior in multiattribute object classification problems. Acta Psychologica, 68:171-182, 1998. [bibtex-entry]

P. Lattimore, J. Baker, and E. Clayton. A nonlinear multiple criteria model base for the problem of balancing caseload risk in probation departments. Computers & Industrial Engineering, 35(3-4):511-514, 1998. Keyword(s): integer non-linear programming application, goal programming, resource allocation. [bibtex-entry]

M. Liu. An Overview of the Rule-Based Object Language. Journal of Intelligent Information Systems, 10(1):5-29, 1998. Keyword(s): deductive object databases, deductive databases, object databases, logic programming, conceptual modeling. [bibtex-entry]

D. Magennis, E. Watts, and S. Wright. Convertible notes: The debt versus equity classification problem. Journal of Multinational Financial Management, 8:303-315, 1998. Keyword(s): convertible notes, signalling, event study. [bibtex-entry]

N. Maglaveras, T. Stamkopoulos, K. Diamantaras, C. Papas, and M. Strintzis. ECG pattern recognition and classification using non-linear transformations and neural networks: A review. International Journal of Medical Informatics, 52:191-208, 1998. Keyword(s): biomedical signal processing, ECG processing, non-linear principal component analysis, neural networks, ischemia detection. [bibtex-entry]

M. Michalopoulos, C. Zopounidis, and M. Doumpos. L’évaluation des succursales d’une banque à l’aide d’une méthode multicritère de segmentation. Revue FINECO, Finance, Economie, Comptabilité, 8(2):123-136, 1998. [bibtex-entry]

V. Mousseau and R. Słowiński. Inferring an ELECTRE TRI model from assignment examples. Journal of Global Optimization, 12(2):157-174, 1998. Keyword(s): multiple criteria decision aid, sorting, ELECTRE TRI, parameters‘ elicitation, inference procedure, optimization. [bibtex-entry]

T. Murai, H. Kanemitsu, and M. Shimbo. Fuzzy sets and binary-proximity-based rough sets. Information Sciences: An International Journal, 104:49-80, 1998. [bibtex-entry]

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Z. Pawlak. An inquiry into anatomy of conflicts. Information Sciences: An International Journal, 109:65-78, 1998. Keyword(s): conflict analysis, conflict resolution, decision analysis, rough sets. [bibtex-entry]

P. Perny. Multicriteria filtering methods based on concordance and non-discordance principles. Annals of Operations Research, 80:137-165, 1998. Keyword(s): multicriteria decision support, preference modelling, classification, valued binary relations, fuzzy sets. [bibtex-entry]

R. Rohwer and M. Morciniec. The theoretical and experimental status of the n-tuple classifier. Neural Networks, 11(1):1-14, 1998. Keyword(s): benchmarking, CMAC code, hamming distance, kanerva model, regression network, n-tuple classifier, review, StatLog. [bibtex-entry]

Z. Sinuany-Stern and L. Friedman. Theory and Methodology: DEA and the discriminant analysis of ratios for ranking units. European Journal of Operational Research, 111(3):470-478, 1998. Keyword(s): data envelopment analysis, discriminant analysis, ranking, scaling, multicriteria decision analysis. [bibtex-entry]

Y. Siskos, E. Grigoroudis, C. Zopounidis, and O. Saurais. Measuring customer satisfaction using a survey based preference disaggregation model. Journal of Global Optimization, 12(2):175-195, 1998. [bibtex-entry]

F. Tamaki, A. Kanagawa, and H. Ohta. Identification of membership functions based on fuzzy observation data. Fuzzy Sets and Systems, 93:311-318, 1998. Keyword(s): identification of membership function, fuzzy observation, fuzzy statistics. [bibtex-entry]

S. Tsumoto. Automated extraction of medical expert rules from clinical databases based on rough set theory. Information Systems, 112:67-84, 1998. [bibtex-entry]

S. Tsumoto. Extraction of experts' decision rules from clinical databases using rough set model. Intelligent Data Analysis, 2:215-227, 1998. Keyword(s): rough sets, data mining, knowledge discovery in databases, medical knowledge acquisition. [bibtex-entry]

B. Wielinga, J. Akkermans, and A. Schreiber. A competence theory approach to problem solving method construction. International Journal of Human-Computer Studies, 49:315-338, 1998. [bibtex-entry]

M. Worboys. Computation with imprecise geospatial data. Comput., Environ. and Urban Systems, 22(2):85-106, 1998. [bibtex-entry]

Y. Yao. A Comparative study of fuzzy sets and rough sets. Information Sciences: An International Journal, 109:227-242, 1998. Keyword(s): approximation operators, fuzzy sets, model logic, many-valued logic, rough sets. [bibtex-entry]

S. Zanakis, A. Solomon, N. Wishart, and S. Dublish. Multi-attribute decision making: A simulation comparison of select methods. European Journal of Operational Research, 107(3):507-529, 1998. Keyword(s): multiple criteria analysis, decision theory, utility theory, simulation. [bibtex-entry]

C. Zopounidis, D. Despotis, and I. Kamaratou. Portfolio selection using the ADELAIS multiobjective linear programming system. Computational Economics, 11(3):189-204, 1998. [bibtex-entry]

C. Zopounidis and M. Doumpos. Developing a multicriteria decision support system for financial classification problems: The FINCLAS system. Optimization Methods and Software, 8(3-4):277-304, 1998. [bibtex-entry]

R. Östermark and R. Höglund. Addressing the multigroup discriminant problem using multivariate statistics and mathematical programmning. European Journal of Operational Research, 108:224-237, 1998. Keyword(s): classification, mathematical programming, multivariate statistics, Monte Carlo simulations. [bibtex-entry]

B. Roy and J. Figueira. Détermination des poids des critères dans les méthodes de type ELECTRE avec la technique de Simos révisée. Cahier du LAMSADE 109, LAMSADE, Université Paris-Dauphine, Paris, 1998. [bibtex-entry]

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