benferhat - Publications List

Books

2002

N Benamor, Salem BENFERHAT, K Mellouli (2002) Physica-Verlag

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2001

Salem BENFERHAT, D Dubois, H Prade (2001) Edited by:Kluwer Academic Publishers. H.Rott and M.Williams (eds))

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2000

Salem BENFERHAT, D Dubois, H Prade (2000) Cepadues-éditions

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Salem BENFERHAT, D Dubois, H Fargier, H Prade, R Sabbadin (2000) J. Minker (eds) Kluwer

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Salem BENFERHAT, D Dubois, H Prade (2000) New York: Springer Verlag Wien

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1999

Salem BENFERHAT, H Farreny, H Prade (1999) Springer Verlag group (Physica Verlag, Heidelberg)

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Salem BENFERHAT, D Dubois, L Garcia, H Prade (1999) Kluwer Academic

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1998

Salem BENFERHAT (1998) Kluwer Academic Publishers

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Salem BENFERHAT (1998) Springer

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Salem BENFERHAT, D Dubois, H Prade (1998) Physica-Verlag, Heidelberg

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Salem BENFERHAT, L Garcia (1998) Springer Berlin

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Salem BENFERHAT, T Chehire, F Monai (1998) John Wiley and Sons INC

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1997

Salem BENFERHAT, D Dubois, H Prade (1997) Physica Verlag

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Journal articles

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Salem BENFERHAT, Didier Dubois, Souhila KACI, Henri Prade (to a) Modeling positive and negative information in possibility theory International Journal of Information Technology(IJIS)

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2008

Salem BENFERHAT, F Titouna (2008) Fusion and normalization of quantitative possibilistic networks Applied Intelligence(Applied Intelligence)

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Salem BENFERHAT, J Bennaim, Odile Papini, Eric Wurbel (2008) An Answer Set Programming encoding of Prioritized Removed Sets Revision : Application to GIS Applied Intelligence

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2007

Salem BENFERHAT, Salma SMAOUI (2007) Hybrid possibilistic networks International Journal of Approximate Reasoning 44: 3. 224-243 mar

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2006

Salem BENFERHAT, D Dubois, Souhila KACI, H Prade (2006) Bipolar possibility theory in preference modeling : Representation, fusion and optimal solutions Information Fusion 7: 135-150

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Salem BENFERHAT, C Sossai (2006) Reasoning with multiple-source information in a possibilistic logic framework Information Fusion 7: 1. 80-96 mar

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2005

N Ben Amor, Salem BENFERHAT (2005) Graphoid Properties Of Qualitative Possibilistic Independence Graphoid Properties Of Qualitative Possibilistic Independence 13: 1. 59-96 feb

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Salem BENFERHAT, J Bonnefon, R Da Silva Neves (2005) An overview of possibilistic handling of default reasoning : an experimental study Synthese 146: 1. 53-70

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2004

G Brewka, Salem BENFERHAT, Daniel LE BERRE (2004) Qualitative Choice Logic Artificial Intelligence Journal(AIJ) 157: 1-2. 203-237 aug

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Salem BENFERHAT, R El Baida (2004) A stratified first order logic approach for access control International Journal of Intelligent Systems 19: 9. 787-788 sep

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2003

Salem BENFERHAT, D Dubois, Souhila KACI, H Prade (2003) Logique possibiliste et fusion d’informations Technique et Science Informatique (TSI) 22: 7-8. 1035-1064

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A Abou El Kalam, P Balbiani, Salem BENFERHAT, F Cuppens, Y Deswarte, R El Baida, A Miège, C Saurel, G Trouessin (2003) Modèles et politiques de sécurité des systèmes de santé Santé et Systématique 7: 1-2. 107-125

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2002

Salem BENFERHAT, L Garcia (2002) Handling locally stratified inconsistent knowledge bases Studia Logica Journal 70: 77-104

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Salem BENFERHAT, D Dubois, H Prade, M A Williams (2002) A practical approach to revising prioritized knowledge bases Studia Logica Journal 70: 105-130

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Salem BENFERHAT, Didier Dubois, Sylvain LAGRUE, Odile Papini (2002) Making revision reversible : an approach based on polynomials Fundamenta Informaticae 53: 3,4. 251-280 dec

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2001

Salem BENFERHAT, J Lang (2001) Conference Paper Assignment International Journal of Intelligent Systems 16: 10. 1183-1192 oct

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Salem BENFERHAT, D Dubois, H Prade (2001) Towards a possibilistic logic handling of preferences Applied Intelligence 14: 303-317

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2000

Salem BENFERHAT, P Smets, A Saffiotti (2000) Belief functions and default reasoning Artificial Intelligence Journal 122: 1-2. 1-69

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1999

1998

1997

Salem BENFERHAT, D Dubois, H Prade (1997) Some syntactic approaches to the handling of inconsistent knowledge bases : A comparative study, Part 1 / The flat case Studia Logica 58. 17-45

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Salem BENFERHAT, D Dubois, H Prade (1997) Nonmonotonic reasoning , conditonal objects and possibility theory Artificial Intelligence Journal 92. 259-276

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1995

Conference papers

2008

Salem BENFERHAT, Karim TABIA (2008) Novel and anomalous behavior detection using Bayesian network classifiers In: International Conference on Security and Cryptography(SECRYPT’08) Porto, Portugal:

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Karim TABIA, Salem BENFERHAT (2008) Seuillage et agrégation pour les approches comportementales multi-modèles In: Third Joint Conference on Security in Network Architectures (SAR) and Security of Information Systems (SSI)(SARSSI’08) Loctudy, France:

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Salem BENFERHAT, Tayeb Kenaza, A Mokhtari (2008) Réseaux Bayésiens naïfs pour la détection des attaques In: 4èmes Journées Francophones sur les Réseaux Bayésiens(JFRB’2008) 177-194

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ilyes Jenhani, Salem BENFERHAT, Z Elouedi (2008) Properties Analysis of Inconsistency-based Possibilistic Similarity Measures. In: The12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems(IPMU2008) Malaga, Spain:

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Karim TABIA, Salem BENFERHAT, Yassine DJOUADI (2008) A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches In: The Fourth IEEE LCN Workshop on Network Security (WNS 2008)(WNS’08) IEEE

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Salem BENFERHAT, Tayeb Kenaza, A Mokhtari (2008) Tree-Augmented Naïve Bayes for Alert Correlation In: To appear in 3rd conference on Advances in Computer Security and Forensics(ACSF’08)

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Salem BENFERHAT, Karim TABIA (2008) New schemes for anomaly score aggregation and thresholding In: International Conference on Security and Cryptography(SECRYPT’08) Porto, Portugal:

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Salem BENFERHAT, Karim TABIA (2008) On the detection of novel attacks using behavioral approaches In: International Conference on Software and data Technonologies(ICSOFT’08) Portugal:

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2007

Salem BENFERHAT, Daniel LE BERRE, Karima SEDKI (2007) Handling Qualitative Preferences Using Normal Form Functions In: International FLAIRS Conference (FLAIRS’07) 38-43

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Salem BENFERHAT, Karim TABIA, Karima SEDKI (2007) Preprocessing rough network data for intrusion detection purposes In: International Conference on Telecommunication Networks and Systems(IADIS’07) Lisbone, Portugal:

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Salem BENFERHAT, Sylvain LAGRUE, Julien ROSSIT (2007) Maximum-based merging of incommensurable ranked belief bases In: First Workshop on Logics and Collective Decision making(LCD’07) Lille:

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Salem BENFERHAT (2007) Causality and Dynamics of Beliefs in Qualitative In: In Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU’07) 2-3 Lecture Notes in Computer Science, Springer

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Salem BENFERHAT, Karim TABIA, Yassine DJOUADI (2007) Integrating anomaly-based detection with bayesian decision tree classifiers In: International Conference on Advances in Information and Communication Technology(ICICOT’08) Manipal, India:

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Salem BENFERHAT, Karima SEDKI (2007) A Revised Qualitative Choice Logic for Handling Prioritized Preferences In: In Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty(ECSQARU’07) 635-647

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2006

Salem BENFERHAT, Daniel LE BERRE, Karima SEDKI (2006) La logique du choix qualitatif In: Actes des Rencontres Francophones sur la Logique Floue et ses Applications(LFA’06) Edited by:Olivier Pivert. Toulouse: Cépadues

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Salem BENFERHAT, H Prade (2006) Compiling Possibilistic Knowledge Bases In: 17th European Conference on Artificial Intelligence(ECAI’06) Edited by:Silvia Coradeschi, Anna Perini, Paolo Traverso Gerhard Brewka. 337-341 Riva del Garda, Italy: IOS Press

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N Ben Amor, Salem BENFERHAT, Z Elouedi (2006) Information-based evaluation functions for probabilistic classifiers In: 11th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems(IPMU’06) 428-435 Paris:

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Salem BENFERHAT, Salma SMAOUI, K Mellouli (2006) Towards Handling Interventions in Possibilistic Networks In: The XIII Congress of International Association for Fuzzy-Set Management and Economy (SIGEF’06) 422-440 Hammamet, Tunisia:

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Salem BENFERHAT, F Titouna (2006) Aggregating Quantitative Possibilistic Networks In: 19th International Florida Artificial Intelligence Research Society Conference Edited by:Geoff Sutcliffe, Randy Goebel. 800-805 AAAI-press

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Salem BENFERHAT (2006) Merging Possibilistic Networks In: 17th European Conference on Artificial Intelligence(ECAI’06) Edited by:Silvia Coradeschi, Anna Perini,Paolo Traverso Gerhard Brewka. 332-336 Riva del Garda, Italy: IOS Press

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Salem BENFERHAT, R El Baida (2006) Argument-Based Approaches in Prioritized Conflicting Security Policies In: 8th International Conference on Enterprise Information Systems : Databases and Information Systems Integration(ICEIS’06) Edited by:Joaquim Filipe, Panos Constantopoulos, Jose Cord Yannis Manolopoulos. 349-354 Paphos, Cyprus:

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2005

Salem BENFERHAT, Salma SMAOUI (2005) Hybrid Possibilistic Networks vs Standard Possibilistic Frameworks In: The Second International Conference on Machine Intelligence (ACIDCA’05) 317-323 Tozeur, Tunisia:

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Salem BENFERHAT, F Titouna (2005) Min-based fusion of possibilistic networks In: Fourth Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2005) 553-558

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Salem BENFERHAT, Salma SMAOUI (2005) Hybrid Possibilistic Networks In: The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference(AAAI’05) Edited by:Manuela M Veloso, Subbarao Kambhampati. 584-589 Pittsburgh, Pennsylvania, USA: AAAI Press / The MIT Press

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2004

Salem BENFERHAT, Sylvain LAGRUE, Odile Papini (2004) Raisonner qualitativement avec des croyances partiellement ordonnées In: quatorzième Congrés Francophone AFRIF-AFIA sur la Reconnaissance des Formes et l’Intelligence Artificielle(RFIA’04) 227-236 Toulouse France:

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Salem BENFERHAT, Salma SMAOUI (2004) Représentation hybride des réseaux causaux possibilistes In: Rencontres francophones sur la logique floue et ses applications(LFA’04) 43-50 Nantes:

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Salem BENFERHAT, M A Cavarroc, R Jeansoulin (2004) Modeling Landuse Changes Using Bayesian Classifiers In: Procs. of International Conference on Advances in Intelligent Systems - Theory and Applications (AISTA-2004) Edited by:M Mohammadian F. Zimmer, D Khadraoui. Centre de Recherche Public Henri Tudor, Luxembourg-Kirchberg, Luxembourg: IEEE Computer Society

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N Ben Amor, Salem BENFERHAT, Z Elouedi (2004) Qualitative classification and evaluation in possibilistic decision trees 653-657 IEEE

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Salem BENFERHAT, R El Baida (2004) Handling Conflicts in Access Control Models In: Poster 16th European Conference on Artificial Intelligence (ECAI’04) 961-962 Valence, Espagne: IOS Press

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Salem BENFERHAT, F Khellaf, A Mokhtari (2004) Product-based Causal Networks and Quantitative Possibilistic Bases In: The 17th International FLAIRS Conference (FLAIRS’2004) 832-837 AAAI Press

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N Benamor, Salem BENFERHAT, Z Elouedi (2004) Naive Bayes vs Decision Trees in Intrusion Detection Systems 420-424 ACM

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N Ben Amor, Salem BENFERHAT, Z Elouedi (2004) Qualitative Classifications with Possibilistic Decision Trees 881-887 Perugia, Italy:

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2003

Salem BENFERHAT, F Autrel, F Cuppens (2003) Enhanced Correlation in an Intrusion Detection Process In: Second International Workshop on Mathematical Methods, Models, and Architectures for Computer Network Security, MMM-ACNS Edited by:Leonard Popyack Vladimir Gorodetsky, Victor Skormin. Lecture Notes in Computer Science (LNCS) , Vol. 2776 , Springer Verlag

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Salem BENFERHAT, F Autrel, F Cuppens (2003) Weighted correlations in an intrusion detection process In: 2ème Rencontre Francophone sur Sécurité et Architecture Réseaux Nancy:

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Salem BENFERHAT, Sylvain LAGRUE, Odile Papini (2003) A possibilistic handling of partially ordered information In: the Nineteenth Conference on Uncertainty in Artificial Intelligence(UAI’03) 29-36 Morgan Kaufmann Publishers

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N Ben Amor, Salem BENFERHAT, Z Elouedi (2003) Naive Bayesian Networks in Intrusion Detection Systems Cavtat-Dubrovnik, Croatia:

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N Ben Amor, Salem BENFERHAT, Z Elouedi, F Cuppens (2003) Decision trees and qualitative inference for intrusion detection systems 191-194

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2002

Salem BENFERHAT, Sylvain LAGRUE, Odile Papini (2002) Revising partially ordered beliefs In: 9th International Worshop on Non-Monotonic Reasoning(NMR’02) 142-149 Toulouse:

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N Benamor, Salem BENFERHAT, K Mellouli (2002) Un algorithme de propagation pour les réseaux possibilistes basés sur le conditionnement ordinal 339-348 Angers France:

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Salem BENFERHAT, M Boughanem, C Chrisment, H Prade (2002) Disambiguation translation in multilingual queries In: Proceedings of the Ninth International Conference, Information Processing and Management of Uncertainty in Knowledge-based Systems IPMU 2002 1375-1381

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Salem BENFERHAT, D Dubois, Souhila KACI, H Prade (2002) Bipolar possibilistic representations In: Proceedings of the 18th Conference on Uncertainty in Artificial Intelligence UAI 2002 45-52 Edmonton-Canada:

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G Brewka, Salem BENFERHAT, Daniel LE BERRE (2002) Qualitative Choice Logic In: 8th International Conference on Principles of Knowledge Representation and Reasoning(KR’02) 158-169 Toulouse, France: Morgan Kaufmann Publishers, Inc.

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N Benamor, Salem BENFERHAT, K Mellouli (2002) Anytime possibilistic propagation algorithm 263-279 Belfast, Northern Ireland: Springer Verlag

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2001

N Benamor, Salem BENFERHAT, K Mellouli (2001) A two-steps algorithm for min-based possibilistic causal networks 266-277 Toulouse France: Springer

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Salem BENFERHAT, Souhila KACI (2001) A possibilistic logic handling of strong preferences In: Proceedings Joint 9th IFSA Congress and 20 th NAFIPS International Conference 962-967 Vancouver Canada: IEEE Operations Center

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2000

N Benamor, Salem BENFERHAT, D Dubois, H Geffner, H Prade (2000) Independence in Qualitative Uncertainty Frameworks 235-246 Breckenridge Colorado: Morgan Kaufmann

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Salem BENFERHAT, Souhila KACI (2000) A new algorithm for fusing possibilistic knowledge bases In: 8 Th Information Processing and Management of Uncertainty in Knowledge-based Systems Conference IPMU 2000 1546-1553 Madrid Espagne:

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N Benamor, Salem BENFERHAT, K Mellouli (2000) Possibilistic Independence vs Qualitative Independence 349-346 Madrid Espagne:

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N Benamor, Salem BENFERHAT, D Dubois, H Geffner, H Prade (2000) Une approche qualitative de l’indépendance pour le raisonnement de l’incertain 505-514

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1999

Salem BENFERHAT, D Dubois, H Prade (1999) Towards a possibilistic handling of preferences In: Proceedings 16 th Int Joint Conf. on Artificial Intelligence IJCAI 99 1370-1375 Stockholm:

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N Benamor, Salem BENFERHAT, D Dubois, H Geffner, H Prade (1999) Independence for Qualitative Uncertain Reasoning In: Workshop on Conditional Independence Structures and Graphical models Toronto:

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Salem BENFERHAT, D Dubois, L Garcia, H Prade (1999) Possibilistic logic bases and possibilistic graphs In: Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence UAI 99 57-64 Stockholm:

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Salem BENFERHAT, D Dubois, H Prade (1999) Towards fuzzy default reasoning In: Proceedings of the 18 th International Conference of the North American Fussy Information Processing Society NAFIPS-99

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1998

Salem BENFERHAT, L Garcia, D Dubois, H Prade (1998) Réseaux possibilistes orientés et logique possibiliste In: Actes du 11ème congrès Reconnaissance des Formes et Intelligence Artificielle RFIA’98 235-244 Clermont-Ferrand France AFCET, Paris:

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1997

Salem BENFERHAT, L Garcia (1997) A Coherence-based Approach to Default Reasoning In: Proceedings of the First International Joint Conference on Qualitative and Quantitative Practical Reasoning ECSQARU-FAPR 97 43-57 Gabbay and al., Bad Honnef

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1996

Salem BENFERHAT, F Bannay-dupin De St C (1996) Contextual handling of conditional knowledge In: Proceedings of the 5 th Conf.on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU96 1369-1374 Granada Espagne:

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Salem BENFERHAT, L Garcia (1996) A Local Approach to Reasoning with Conditional Knowledge Bases In: Proceedings of the 8 th International conference on tools with Artificial Intelligence ICTAI-96 IEEE Computer Society Press

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Salem BENFERHAT, D Dubois, H Prade (1996) Reasoning in inconsistent stratified knowledge bases In: Proceedings of the 26 Inter. Symp. on Multiple-valued Logic ISMVL96 184-189 Santiago de Compostela Espagne:

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Salem BENFERHAT, D Cayrac, D Dubois, H Prade (1996) Explaining away in a possibilistic setting In: Proceedings of the 6th Inter.Conf.on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU 96 929-934 Granada Espagne:

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1995

Salem BENFERHAT, D Dubois, H Prade (1995) Toward qualitative independence In: Workshop on Epistemic Logic, Partial Logic and Dynamic Logic. Montreal:

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Salem BENFERHAT, D Dubois, H Prade (1995) Possibilistic semantics of nonmonotonic consequence relationship In: Proceedings of the 3 rd Europ. Congress on Intelligent Techniques and Soft Computing EUFIT’95 55-59 Aachen Germany:

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Salem BENFERHAT, A Saffiotti, P Smets (1995) Belief functions and default reasoning In: Actes de 11 th International Conference on Uncertainty in Artificial Intelligence UAI’95 Edited by:P Besnard et S Hanks. 19-26 Montréal: P Besnard et S Hanks, Morgan Kaufmann

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Salem BENFERHAT, D Dubois, H Prade (1995) Possibilistic independence and plausible reasoning In: Proceedings of Foundations and applications of possibility theory FAPT’95 47-63 Ghent: (G. De Cooman et al. editors) World Scientific

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Salem BENFERHAT, D Dubois, H Prade (1995) A conditional approach to possibilistic abduction In: Proceedings of the 3 rd Europ. Congress on Intelligent Techniques and Soft Computing EUFIT’95 64-68 Aachen Germany:

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1994

Salem BENFERHAT, D Dubois, H Prade (1994) Représentation des connaissances conditionnelles In: Proceedings of the 3rd Maghrebian Conf. on Software Engineering and Artificial Intelligence MCSEAI’94 79-88 Rabat:

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Salem BENFERHAT (1994) Traitement possibiliste des règles avec exceptions In: Actes de quatrième Journées Nationales sur les Applications des Ensembles Flous LFA’95 173-182 Lille:

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Salem BENFERHAT (1994) Handling both hard rules and default rules in possibilistic logic In: Fifth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU94

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1993

1992

Salem BENFERHAT, J Lang (1992) Logique Possibiliste et application au raisonnement hypothétique In: Actes des deuxièmes Journées Nationales sur les Applications des Ensembles Flous LFA’92 57-64 Nîmes:

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Salem BENFERHAT, D Dubois, H Prade (1992) Representing default rules in possibilistic logic In: 3rd International Conference on Principles of Knowledge Representation and Reasoning, KR’92 (édité par B. Nebel, C. Rich et W. Swartout) 673-684 Cambridge Massachussetts: Morgan Kaufmann, San Mateo, CA

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Other

2008

Salem BENFERHAT, Gabriele Kern-Isberner (2008) Special issue on nonmonotonic and uncertain reasoning

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2007

Salem BENFERHAT (2007) Modèles graphiques non probabilistes : numéro spécial RIA

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2004

Salem BENFERHAT, E Giunchiglia (2004) Nonmonotonic Reasoning

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Salem BENFERHAT, C M Teng (2004) Uncertain Reasoning

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2002

Salem BENFERHAT, P Besnard (2002) Symbolic and Quantitative Approaches to Reasoning with Uncertainty

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Salem BENFERHAT, H Prade (2002) Uncertainty in nonmonotonic frameworks

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2001

Salem BENFERHAT, P Besnard (2001) 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

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2000

Salem BENFERHAT (2000) Evolution des croyances et raisonnement plausible - Modèles qualitatifs -

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1993

Y Xiang, Salem BENFERHAT (1993) Uncertain Reasoning in Flairs 2002

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PhD theses

1994

Salem BENFERHAT (1994) Raisonnement non-monotone et traitement de l’inconsistance en logique possibiliste.

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