1. 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]

1. N. Belacel, H. Raval, and A. Punnen. Learning multicriteria fuzzy classification method PROAFTN from data. Computers & Operations Research, 34(7):1885-1898, 2007. Keyword(s): data mining, multiple criteria classification, PROAFTN, variable neighborhood search. [bibtex-entry]



2. N. Belacel, Q. Wang, and R. Richard. Web-integration of PROAFTN methodology for acute leukemia diagnosis. Telemedicine Journal and e-Health, 11(6):652-659, 2005. [bibtex-entry]



3. N. Belacel. La méthodologie de l'aide multicritère à la décision pour les problèmes de l'aide au diagnostique médical. In P. Dougoulet and M. Fieshi, editors, Technologies de l'Information et de la Communication pour les Pratiques Médicales, Collection Informatique et Santé, chapter 16, pages 295-304. Springer-Verlag, France, 2004. [bibtex-entry]



4. N. Belacel. The k-closest resemblance approach for multiple criteria classification problems. In L.-T. Hoai and P. Tao, editors, Modelling, Computation and Optimization Information and Management Sciences, pages 525-534. Hermes Sciences Publishing, 2004. [bibtex-entry]



5. N. Belacel and M. Boulassel. Multicriteria fuzzy classification procedure PROCFTN: Methodology and medical application. Fuzzy Sets and Systems, 141(2):203-217, 2004. Keyword(s): multicriteria decision aid, classification, fuzzy sets, fuzzy binary relations, scoring function, astrocytic tumour, medical diagnosis, PROCFTN. [bibtex-entry]



6. N. Belacel, M. Cuperlovic-Culf, M. Laflamme, and R. Ouelette. Fuzzy J-means and VNS methods for clustering genes from microarray data. Bioinformatics Journal, 20:1690-1701, 2004. [bibtex-entry]



7. N. Belacel, P. Hansen, and N. Mladenovic. Fuzzy J-means: A new heuristic for fuzzy clustering. Pattern Recognition, 35(10):2193-2200, 2002. Keyword(s): unsupervised classification, fuzzy clustering, local search, fuzzy c-means, variable neighbourhood search. [bibtex-entry]



8. 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. [bibtex-entry]



9. 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. [bibtex-entry]



10. 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. [bibtex-entry]



11. N. Belacel. Multicriteria assignment method PROAFTN: Methodology and medical application. European Journal of Operational Research, 125(1):175-183, 2000. Keyword(s): multicriteria decision analysis, classification, fuzzy assignment, medical diagnosis. [bibtex-entry]



12. N. Belacel and M. Boulassel. PROAFTN: A fuzzy assignment method to grade bladder cancer malignancy using features generated by computer-assisted image analysis. Foundations of Computing and Decision Sciences, 25:37-47, 2000. Keyword(s): PROAFTN. [bibtex-entry]

1. L. Benabbou, A. Guitouni, and N. Belacel. Algorithme d'apprentissage pour inférer les paramètres de la méthode PROAFTN. In Administrative Sciences Association of Canada Conference 2004 (ASAC 2004), Québec, Canada, 2005. Keyword(s): PROAFTN. [bibtex-entry]



2. N. Belacel, M. Cuperlovic-Culf, and M. Boulassel. The variable neighborhood search metaheuristic for fuzzy clustering CDNA microarray gene expression data. In Proceedings of IASTED International Conference on Artificial Intelligence and Applications, Innsbruck, Austria, 2004. [bibtex-entry]



3. N. Belacel and A. Ghorbani. Multiagent-based e-hospital, poster, telehealth. In e-Health Care: What Constitutes Return on Investment?, CST-2004-Conference, Vancouver, Canada, 2004. [bibtex-entry]



4. Y. Guan, A. Ghorbani, and N. Belacel. An unsupervised clustering algorithm for intrusion detection: Advances in artificial intelligence. In 16th Conference of the Canadian Society for Computational Studies of Intelligence, Ontario, Canada, pages 616-117, 2003. Halifax, Springer-Verlag. [bibtex-entry]



5. Y. Guan, A. Ghorbani, and N. Belacel. Y-means: A clustering method for intrusion detection. In Canadian Conference on Electrical and Computer Engineering, Montreal, Quebec, Canada, 2003. [bibtex-entry]



6. A. Guitouni, B. Brisset, L. Belfares, K. Tiliki, N. Belacel, and C. Poirier. Automatic documents analyzer and classification. In 7th International Command and Control Research and Technology Symposium, 2002. [bibtex-entry]



7. N. Belacel. Une approche du choix flou pour les probèmes de classification multicritère. In Rencontres Francophones sur la logique floue et ses applications, France, pages 37-44, 2000. La Rochelle, CEPADUS-Editions. Keyword(s): multicriteria decision aid, classification, fuzzy sets, scoring function, medical diagnosis. [bibtex-entry]

1. N. Belacel and R. Richard. DSS site tools version 1.0. European Working Group ``Multicriteria Aid for Decisions'', 2006. Note: Newsletter, Nº 13 (3), p. 19-22. [bibtex-entry]

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