Ben Abdelaziz F., El Fayedh R. and Rao A.,
Discrete Stochastic Goal Programming for Portfolio Selection the case of UAE Equity Market,
MAPS2, Second International Workshop on Multi-Attribute Portfolio Selection, May 7-9, Montréal, Canada
16. Ben Abdelaziz F., Ben Brahim M., Zaccour G., R&D equilibrium strategies with surfers, Cahiers de recherche du laboratoire GERAD HEC Montréal ISSN : 0711-2440

Ben Abdelaziz F., Ben Brahim M., Zaccour G.,
R&D equilibrium strategies with surfers,
Cahiers de recherche du laboratoire GERAD HEC Montréal ISSN : 0711-2440

Ben Abdelaziz F., Krichen S., Dridi O.,
Multiobjective Resource-Constrained Project Scheduling Problem,
Business Information and Management Academy (BIMA), March 2007, Sharjah, Dubai

Ben Amor N., Benferhat S., Alimi A.,
Dynamic Possibilistic Networks: Representation and Exact Inference,
IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA’2007), 27-29 juin, Ostuni - Italy

Ben Yaghlane B., Laamari N.,
OWL-CM: OWL Combining Matcher based on Belief Functions Theory.
6th International Semantic Web Conference, Ontology Matching Workshop OM’2007, Busan, Korea, pp. 195-207.

Borchani H., M. Chaouachi, N. Ben Amor,
Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions,
9th European Conference of Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'2007), 31 Octobre - 2 Novembre 2007, Hammamet - Tunisie

Boujenfa, K., and Limam, M., and Esssoussi, N.
Finding Consensus Patterns in Unaligned DNA Sequences,
Tunisan–Japanese Symposium for Science and Technology, 10-11 November 2007 , Sousse

Esssoussi, N., and Limam, M,
An Alignement Structure Method for the classification of Protein Structures,
First Tunisian–German Meeting on Bioinformatics, Center of Biotechnology, 8-10 September, Borj Cedria

Ettarres Y., Mellouli K., Wuillemin P-H.
Using a Ranking Process and Expert Knowledge for Elicitation of Probabilities in a Bayesian Network.
FRANCORO V / ROADEF 2007. February 20-23 2007, Grenoble, France. In proceedings, pages 101-115. http://francoro-roadef-2007.inpg.fr/

Haouari, F. and Limam, M.,

Jenhani I., Ben Amor N., Elouedi Z., Benferhat S., Mellouli K.,
Information Affinity: a new similarity measure for possibilistic uncertain information,
the Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, 31 Octobre – 2 Novembre, Hammamet, Tunisie

Josang A., Elouedi Z.,
Interpreting Belief Functions as Dirichlet Distributions,
the Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, 31 Octobre – 2 Novembre, Hammamet, Tunisie

Jraidi I., Elouedi Z.,
Belief Classification Approach Based on Generalized Credal EM,
the Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2007, 31 Octobre – 2 Novembre, Hammamet, Tunisie

Khanchel, R. and Limam M.,
Empirical comparison of Arcing Algorithms,
Applied Statistical Modelling and Data Analysis, May 2005, ASMDA, France

Khanchel, R. and Limam, M.,
An Empirical Comparison of Arcing and Randomization Extension,
The International Conference on Computing & e-Systems, TIGERA-USA, March 12-14, Hammamet, Tunisia

Khanchel, R. and Limam, M.,
an empirical comparison of Arcing and Randomization extension,
The international conference on computing & e-systems Tigera, Hammamet, Tunisie.

Kooli, I. and Limam, M.,
On economic design of np control charts using variable sampling interval,
FRANCORO V / ROADEF 2007, 20-23 Février, Grenoble, France,

Limam M.,
Les Statistiques au Sevice des Programmes de R&D,
Seminaire National sur l’Analyse de l’information Statistique au service du Développement, Conseil National de la Statistique, 13-14 Avril , Abou Nawas, Tunis

Limam M.,
Une extension de mesure de similarité entre les concepts d’une ontologie,
4th international conference, SETIT 2006. Hammamet, Tunisia. MARCH 27th.

Mahjoub N., Zribi N., El Kamel A, Mellouli K.,
Ordonnancement d’un flow-shop de permutation sous contraintes de disponibilité et d’incertitudes,
FRANCORO –RODEF’07, févr-07, Grenoble

Laamari N. and Ben Yaghlane B.
Uncertainty in Semantic Ontology Mapping: An Evidential Approach,
Actes de The Ninth European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’2007), 418-429, 31 octobre, 1-2 novembre, Hammamet, Tunisie

Mourali, O. and Mellouli, K.
Adaptation des diagrammes causaux aux réseaux bayésiens pour la mise en évidence de la Causalité
Francoro-07

Gonzales, C., Mourali, O. and Mellouli, K.
On Directed and Undirected Propagation Algorithms for Bayesian Networks,
Ecsqaru 2007, 31 octobre, 1-2 novembre, Hammamet, Tunisie

Snoussi W., El-Aroui M.A.
Impact of Returns Time Dependency on the Estimation of Extreme Market Risk,
Finance IFC4, mars-07, à Yasmine-Hammamet.

Taleb, H. and Limam, M.,
Fuzzy Multinomial Control charts,
9th Congress of Italian Association for Artificial Intelligence, 21-23, Sept, Bicocca, Milan, Italy

Taleb, H., Limam, M., and Hirota ,
Multinomial Control charts,
Symposium on Computational Intelligence and Intelligent Systems, Sept. 2005, Hammamet, Tunis

Zribi N., El Kamel A, Mellouli K.,
Flow-shop scheduling problem under dynamic maintenance constraints,
EURO XXII, juil-07, Prague.

Argoubi, El Kamel A., Mellouli K.,
Analyse et modélisation d’un réseau hydrographique pour l’optimisation de sa gestion en période de crues,
MOSIM’06, Rabat, Maroc, 3-5 avril 2006.

Argoubi, El Kamel A., Mellouli K.,
Optimisation de la gestion d’un réseau hydrographique en période de crues,
CIFA’06, Bordeaux, mai 2006.

Ben Abdelaziz F. and Masri H.,
A Multistage stochastic program with fuzzy probability distribution,
Proceedings of the The XIII Congress of International Association for Fuzzy-Set Management and Economy , ISBN: 978-9973-9979-0-6

Benferhat S., Smaoui S., Mellouli K.,
Towards Handling Interventions in Possibilistic Networks,
Proceedings of the The XIII Congress of International Association for Fuzzy-Set Management and Economy , ISBN: 978-9973-9979-0-6

Ben Yaghlane, B. et Mellouli, K.
Belief Function Propagation in Directed Evidential Networks.
International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems IPMU-2006, pp. 1451-1458.

El Kamel A., Hembise Q., Olive S., Mellouli K.,
Intelligent Transportation System Design and Monitoring,
ICIT’06, Bombay, Inde, décembre 2006.

Ben Abdelaziz F., Figueria J., Meddeb O.
On the Manipulability of the Fuzzy Social Choice Functions, accepted for The Eighth International Meeting of the Society for Social Choice and Welfare, Istanbul, Turkey, 13-17 Juillet 2006.

Ben Amor N., Benferhat S., Elouedi Z.
Information-based evaluation function for probabilistic classifiers, accepté pour The Eleventh International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 2006, Paris, France, Juillet 2006 .

Ben Yaghlane A., Denoeux T., Mellouli K.
Elicitation of Expert Opinions for Constructing Belief Functions. In Proceedings of IPMU'2006, Paris, July 2006. (+ Présentation).

Ben Yaghlane, A., Denoeux T., Mellouli K.
Constructing Belief Functions from Qualitative Expert Opinions. In Proceedings of IEEE-ICTTA'06, Damscus, April 2006. (Extended Abstract published and full paper on CD +
Présentation orale).

Esseghir H., Mellouli K.
A Decision Support System for the Evaluation of the Scientific Research Structures in Tunisia, The International Conference on Service Systems and Service Management IEEE/SSSM'06, October 25-27 2006.

Haouari B., Ben Amor N., Elouedi Z., Mellouli K.,
Naïve Possibilistic Network Classifiers
Proceedings of the The XIII Congress of International Association for Fuzzy-Set Management and Economy , ISBN: 978-9973-9979-0-6

Jemai J., Mellouli K.
A Convergent Hopfield Neural Network under Asymmetric Weights Matrix for the Travelling Salesman Problem, Accepted in The World Congress on Computional Intelligence: International Joint Conference on Neural Networks (WCCI:IJCNN-06), Vancouver, Canada, July 16 – 21, 2006.

Karoui S., El Kadhi N., Ben Abdelaziz F.
A Bidirectional Bluetooth Authentication Scheme Based on Game-Theoretic Framework, In Proceedings of the 5th WSEAS International Conference on Telecommunications and Informatics (TELE-INFO'06), Istanbul, Turkey, May 27-29, 2006 (Best Student Paper Award).

Karoui S., El Kadhi N., Ben Abdelaziz F.
A Bidirectional Bluetooth Authentication Scheme Based on Game-Theoretic Framework, In Proceedings of the 2006 International Conference on Wireless Networks (ICWN'06), The 2006 World Congress in Computer Science, Computer Engineering, and Applied Computing, Las Vegas, Nevada, June 26-29, 2006.

Klabi H., Mellouli K.
A Negotiation model for the Supply Chain based on Creative Multi-agent, Proposition of a negotiation model for an invitation for tenders Treatment, The International Conference on Service Systems and Service Management IEEE/SSSM'06, October 25-27 2006.

Messaoud A., Weihs C., Hering F.
Nonlinear Time Series Modelling: Monitoring a drilling Process, In Spiliopoulou, M., Kruse, R., Nürnberger, A., Borgelt, C. and Gaul, W. (Eds), From Data and Information Analysis to Knowledge Engineering, Springer, Berlin, 302-309.

Naffakhi N., Faïz R., Mellouli K.
A binary approach for the classification of images using a supervised learning. Accepté pour publication au 3rd International Symposium on Image/Video Communications over fixed and mobile networks (ISIVC), September 13-15, Hammamet, 2006.

Boujenfa K., Limam M., Essoussi N.
Finding Consensus Patterns in Unaligned DNA Sequences, TJCST-2005 : 6th Edition of Tunisian-Japanese Seminar on Culture, Science and Technology, El Kantaoui, Sousse, Tunisia, 7-12 November 2005.

Ben Amor N., Benferhat S., Elouedi Z.
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers, Accepté dans The Seventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2005, Barcelone, Espagne 6-8 Juillet 2005.

Ben Yaghlane A., Denoeux T., Mellouli K.
Elicitation d'opinions d'experts pour la génération de fonctions de croyance. Journéss SEE sur " La théorie des fonctions de croyance : de nouveaux horizons pour l'aide à la décision", Paris, December 2005. (résumé étendu imprimé et présentation sur
CD).

Chaabène S., Khalfallah F., Mellouli K.
Structure learning of Bayesian Network from distributed homogeneous databases, Conference ACIDCA ICMI’2005 : the 2nd International Conference on Artificial and Computational Intelligence for Decision, Control and Automation in Engineering and Industrial Applications. Poster session. Track 1, Computational Intelligence. Tozeur, Tunisie, du 5 au 7 novembre 2005.

Ettarres Y., Mellouli K., Wuillemin P-H.
Elicitation of conditional probabilities in a Bayesian network using a ranking process and expert's beliefs fusion. IVème Conférence Internationale en Recherche Opérationnelle, CIRO 2005, Marrakech, 23-26 Mai 2005.

Faïz R., Mahfoudhi S. Mellouli K.,
Web services as a tool for information systems effectiveness. Symposium on Applications and the Internet, IEEE Computer Society, Mike Papazoglou and Katsuyuki Yamazaki (Editors), pp. 362-365, 2005.

Haouari F., Limam M.
Gene Expression Measures of Oligonucleotide Microarray Technology, in Statistics in Genomics and Proteomics, Ed. By Urfer, W. and Turkman, A.A., Proceedings of the Workshop on Statistics in Genomics and Proteomics, pp. 77-92, Monte Estoril, Portugal, 5-8 October 2005.

Jenhani I., Elouedi Z., Ben Amor N., Mellouli K.
Qualitative inference in possibilistic option decision trees, Accepté dans The Seventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2005, Barcelone, Espagne 6-8 Juillet 2005.

Khanchel R. , Limam M.
Empirical comparison of Arcing algorithms, ASMDA 2005 (Applied Stochastic Models and Data Analysis), Brest, France 17-20 Mai 2005.

Messaoud A., Theis W. , Weihs C. , Hering F.
Application and Use of Using of Multivariate Control Charts In a BTA Deep Hole Drilling Process, In Weihs, C. and Gaul, W. (Eds), Classification- The Ubiquitous Challenge, Springer Studies in Classification, Data Analysis, and Knowledge Organization, 648-655.

Messaoud A. , Theis W. , Weihs C. , Hering F.
Times Series Analysis, Control Charts : An Industrial application, In Janssen, J. and Lenca, P. (Eds), Proceedings of the XIth International Symposium on Applied Stochastic Models and Data Analysis, ASMDA 2005, 1329-1337, Brest, France.

Messaoud A., Weihs C., Hering F.
Modelling the Nonlinear Time Varying Dynamics of a Drilling Process, In GFKL conference 2005, 9-11 Mars, Magdeburg, Allemagne.

Slimani T., Ben Yaghlane B., Mellouli K.
Le web sémantique: une vue d’ensemble. Conférence Internationale SETIT’05 (Internationale Conference on Sciences of Electronic, technologies of Information and Telecommunications), Sousse (Tunisie), 27-31 Mars 2005.

Taleb H., Limam M., Hirota K.
Fuzzy Methodologies for Multivariate Attribute Processes, Proceedings of the International Symposium on Computational Intelligence and Intelligent Informatics, ISCIII05, pp. 109-119.

Aouni B., Ben Abdelaziz F., El Fayedh R.
Chance Constrained Compromise Programming for Portfolio Selection, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004), 14-16 Avril.

Aouni B., Ben Abdelaziz F., El Fayedh R.
Portfolio Selection through the Stochastic Goal Programming, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Ben Abdelaziz F., Roucairol C., Chaari A.
Stochastic Programming for the Stochastic Time Dependent Vehicle Routing Problem, The European Conference on Combinatorial Optimization (ECCO XVII), June 24, Beirut, Lebanon

Ben Abdelaziz F., Enneifar L., Martel J.M.
A Multiobjective Fuzzy Stochastic Program for Water Resources Optimization: the Case of Lake Management, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Ben Abdelaziz F., Meddeb O.
Instable Interaction In Multiple Criteria Decision Making Problem, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Ben Abdelaziz F., Mamoughli C., Ouni L.,
A Bivariate risk aversion measure: An extension (case study), In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Ben Abdelaziz F., Krichen S.
Stopping rules for the Bilateral Optimal Selection Problem, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Ben Amor N., Benferhat S., Elouedi Z.
Qualitative classification and evaluation in possibilistic decision trees, In Proceeding of the FUZZY-IEEE 2004. Budapest, Hongrie, Juillet 2004

Ben Amor N., Benferhat S., Elouedi Z.
Qualitative classification with possibilistic decision trees, In Proceeding of the IPMU2004 : 881-888, 2004. Perugia, Italie, Juillet 2004

Ben Amor N., Benferhat S., Elouedi Z.
Naive Bayes vs Decision Trees in Intrusion Detection Systems. In Proceeding of the ACM SAC 2004: 420-424, 2004. Nicosia Chypre, Mars 2004

Ben Amor N., Benferhat S., Elouedi Z.
Réseaux Bayésiens Naïfs et Arbres de Décision dans les Systèmes de Détection d'Intrusions, In Proceeding of the RFIA 2004. Toulouse, France, 1175-1184, Janvier 2004

Ben Yaghlane B., Slimani T. , Mellouli K.
Binary Approach for Association Rules Mining using Ptrees, In CISTM’2004 Conference , Alexandrie, Egypt , Juillet 8-10.

Jemai J. , Mellouli K.
A Neural Approach for the Real Time Vehicle Routing Problem, In Francoro 2004 Conference , Fribourg – Suisse 16-20 Août 2004.

Karoui S., EL Kadhi S., Ben Abdelaziz F.
WaterMed: A watermarking method for medical digital images, Paper code: EG111, In CSITEeA-04 Conference , December 27-29, Cairo, Egypt.

Khanchel R. , Limam M.
Empirical Comparison of boosting algorithms, In GFKL Conference , 5-7 Mars , Dortmund Allemagne.

Mellouli K., Ettarres Y.
Multi-Criteria Decision aid using a new version of the method ELECTRE III, In Proceeding of the MOPGP'04 Conference (Hammamet Tunisia, 2004). 14-16 Avril.

Mellouli K., Ettarres, Y.
Une approche multicritère pour la fusion des données représentées par des fonctions de croyance. Actes de la conférence FRANCORO IV, 18-21 août 2004, Fribourg, Suisse.

Messaoud A. , Theis W. , Weihs C. , Hering F.
Improving the BTA Deep Hole Drilling Process Using Multivariate Control Charts, In Ekinovic, S., Brdarevic, S, Vivancos, J. and Puerta, F. (Eds), Proceedings of the 8th International Research/Expert Conference “Trends in the Development of Machinery and Associated Technology”, TMT 2004, 67-70, Neum, Bosnia and Herzegovina.

Mili F. , Limam M.
Neural Networks Classification In Data Maning. In GFKL Conference , 5-7 Mars, Dortmund Allemagne.

Ramani S., El-Aroui M.A., Garrère M.
Impact of knowledge base and spillovers: Evidence from biotechnology patents in the foot sector, 21èmes Journées de Microéconomie Appliquée JMA’2004, Lille (France), May 27-28, 2004.

Taleb H., Limam M.
Fuzzy Multivariate Control Charts for Multinomial Attribute Processes. The Joint Japan-Tunisia Workshop on Computer Systems and Information Technology (JT-CSIT’04) pp: 96 July 9-10, 2004.

Telmoudi R. , Weihs C. , Hering F.
Process Capability Assessment Using The Nonconformity Based Desirability Function. In Annual Meeting of The European Network For Business And Industrial Statistics. September 20-22, 2004.

Telmoudi R. , Weihs C. , Hering F.
An algorithm for minimizing the proportion of nonconforming items. In Annual Conference of The German Classification Society, 9-11 March 2004

Aouni B, F. Ben Abdelaziz, El Fayedh R.
Stochastic Goal Programming for Portfolio Selection. Proceeding of the International Finance Conference II; Tome III, pp 258-276.

Aouni B, F. Ben Abdelaziz, El Fayedh R.
La programmation par but stochastique : application au problème de sélection de portefeuille. Document de travail 03-11, Université Laurentienne, école de commerce et d’administration, Sudbury, Canada. Présenté à la conférence internationale Management science / recherche opérationnelle, Halifax, Canada, 14-17 Juin 2003

Ben Abdelaziz F., Masri H.
Fuzzy Multiobjective Approach for Fuzzy Stochastic Programs. Proceeding of the International Symposium on Computational Intelligence and Intelligent Informatics 2003 (ISCIII'03), May 19-23, 2003, Nabeul, Tunisia, pp: 109-112.

Ben Amor N., Benferhat S., Elouedi Z., Mellouli K.
Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. The Seventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2003, 419-431, Aalborg, Denmark, 2-5 Juillet 2003

Ben Amor N., Benferhat S., Elouedi Z., Mellouli K.,
Decision trees and qualitative possibilistic inference: Application to the intrusion detection problem, In Proceedings of The Seventh European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2003 (Aalborg, Denmark, 2003). 2-5 July.

Ben Amor N., Benferhat S., Elouedi Z., Cuppens F.
Decision Trees and Qualitative Inference for Intrusion Detection Systems, The International Fuzzy Systems Association conference IFSA 2003, Istanbul, Turquie, 29 Juin – 2 Juillet 2003

Ben Amor N., Benferhat S., Elouedi Z.
Naive Bayesian Networks in Intrusion Detection Systems, in The Fourteenth European Conference on Machine Learning (ECML), Cavtat-Dubrovnik, Croatia, 23 Septembre 2003

Ben Yaghlane B., Smets P., Mellouli K.
Directed Evidential Networks with Conditional Belief Functions. The Seventh Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU-2003, Aalborg, Danemark. Lectures Notes in Computer Science 2711, Springer-Verlag. Editeurs: Nielsen T.D, and Zhang N.L., pp.291-305. , Aalborg, Denmark, 2-5 Juillet 2003

El Aroui M.A., Gaudoin O.
On the use of Prequential Tools for Assessing the Goodness-Of-Fit of Stochastic Processes. 54th session of the International Statistical Institute ISI 2003. Berlin (Germany). August 13-20, 2003.

El Louadi M., Tounsi I., Ben Abdelaziz F.
Mémoire organisationnelle, technologies de l’information et capacité organisationnelle de traitement de l’information, XIIIème Conférence de l’Association Internationale de Management Stratégique. Les côtes de Carthage – 3-6 juin 2003.

Jemai J., Mellouli K.
A reactive clustering routing heuristic for the assistants dispatching problem, In Euro/Informs Joint International Meeting (Istanbul-Turkey 5-10 July 2003, 2003).

Limam M., Taleb H.
Applying hotelling's T2 control chart to Multivariate attribute process. In Proceeding of the International Symposium on Computational Intelligence and Intelligent Informatics 2003 (ISCIII'03) (Nabeul, Tunisia, 2003). May 19-23.