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Salem Benferhat

Professor

Research axes

International journal paper(s)

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Sum-based weighted belief base merging: From commensurable to incommensurable framework,
in International Journal of Approximate Reasoning (IJAR), vol. 55, n° 9, Elsevier, pp. 2083-2108, december 2014. [Download] [BibTeX...]

Benferhat Salem, Boudjelida Abdelhamid, Tabia Karim, Drias Habiba, ,
An intrusion detection and alert correlation approach based on revising probabilistic classifiers using expert knowledge,
in Applied Intelligence, vol. 28, n° 34, Springer, pp. 1-21, 2013. [BibTeX...]

Boukhris Imen, Elouadi zied, Benferhat Salem,
Dealing with External Actions in Belief Causal Networks,
in International Journal of Approximate Reasoning (IJAR), vol. 54, n° 8, Elsevier, pp. 978-979, 2013. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
A Generic Framework for a Compilation-based Inference in Probabilistic and Possibilistic Networks.,
in Information Sciences (Information Sciences), Elsevier, 2013. (publié en ligne depuis avril 2013) [BibTeX...]

Benferhat Salem, Tabia Karim,
Inference in possibilistic network classifiers under uncertain observations,
in Annals of Mathematics and Artificial Intelligence (AMAI), vol. 64, n° 2-3, Springer, pp. 269-309, march 2012. [BibTeX...]

Benferhat Salem, Sedki Karima,
An alert correlation approach based on knowledge and preferences of security operator,
in Journal of Applied Non-Classical Logics (JANCL), vol. 20, n° 1-2, pp. 7-37, 2011. [BibTeX...]

Benferhat Salem, Tabia Karim, Sedki Karima,
Jeffrey's rule of conditioning in a possibilistic framework,
in Annals of Mathematics and Artificial Intelligence (AMAI), vol. 66, n° 3, pp. 185-202, 2011. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Inferring interventions in product-based possibilistic causal networks,
in Fuzzy Sets and Systems (FSS), vol. 169, Elsevier, pp. 26-50, 2011. [BibTeX...]

Benferhat Salem, Bennaim J., Papini Odile, Würbel Éric,
An Answer Set Programming encoding of Prioritized Removed Sets Revision: Application to GIS,
in Applied Intelligence, vol. 32, n° 1, Springer, pp. 60-87, february 2010. [BibTeX...]

Benferhat Salem,
Interventions and belief change in possibilistic graphical models,
in Artificial Intelligence Journal (AIJ), vol. 174, n° 2, elsevier, pp. 177-189, february 2010. [BibTeX...]

Benferhat Salem, Dubois Didier, Prade Henri, Williams Mary-Anne,
A Framework for Iterated Belief Revision Using Possibilistic Counterparts to Jeffrey's Rule ,
in Fundamenta Informaticae, vol. 99, n° 2, IOS Press, pp. 147-168, 2010. [BibTeX...]

Kenaza Tayeb, Tabia Karim, Benferhat Salem,
On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks,
in Fundamenta Informaticae, vol. 105, n° 4, IOS Press, pp. 435--466, 2010. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Max-based prioritized information fusion without commensurability,
in Journal of Logic and Computation (JLC), vol. 19, n° 6, Oxford University Press, pp. 1577-1610, december 2009. [BibTeX...]

Benferhat Salem, Tabia Karim,
An efficient algorithm for naive possibilistic classifiers with uncertain inputs,
in International Journal of Intelligent Systems (IJIS), vol. 24, n° 12, Wiley, pp. 1203 - 1229, december 2009. [BibTeX...]

Benferhat Salem, Yahi Safa, Drias Habiba,
A New Default Theories Compilation for MSP-entailment,
in Journal of Automated Reasoning (JAR), 2009. [BibTeX...]

Benferhat Salem, Dubois Didier, Kaci Souhila, Prade Henri,
Modeling positive and negative information in possibility theory,
in International Journal of Information Systems (IJIS), vol. 23, n° 10, pp. 1094-1118, october 2008. [BibTeX...]

Benferhat Salem, Sedki Karima,
Two alternatives for handling preferences in qualitative choice logic,
in Fuzzy Sets and Systems (FSS), vol. 159, n° 15, pp. 1889-1912, august 2008. [BibTeX...]

Benferhat Salem, Titouna F.,
Fusion and normalization of quantitative possibilistic networks,
in Applied Intelligence, Springer, 2008. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Hybrid possibilistic networks,
in International Journal of Approximate Reasoning , vol. 44, n° 3, pp. 224-243, march 2007. [Download] [BibTeX...]

Benferhat Salem, Sossai C,
Reasoning with multiple-source information in a possibilistic logic framework,
in Information Fusion , vol. 7, n° 1, Elsevier, pp. 80-96, march 2006. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Bipolar possibility theory in preference modeling: Representation, fusion and optimal solutions,
in Information Fusion, vol. 7, pp. 135-150, 2006. [BibTeX...]

Benferhat Salem, Khellaf F., Mokhtari A.,
PRODUCT-BASED CAUSAL NETWORKS AND QUANTITATIVE POSSIBILISTIC BASES,
in International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 13, n° 5, World Scientific, pp. 469-493, october 2005. [BibTeX...]

Ben Amor N., Benferhat Salem,
Graphoid Properties of Qualitative Possibilistic Independence Relations,
in International Journal of Uncertainty, Fuzziness and Knowledge-Based (IJUFKS) , vol. 13, n° 1, pp. 59-96, february 2005. [Download] [BibTeX...]

Benferhat Salem, Bonnefon J., Da Silva Neves R.,
An overview of possibilistic handling of default reasoning: an experimental study,
in Synthese, vol. 146, n° 1, Springer, pp. 53-70, 2005. [BibTeX...]

Benferhat Salem, El Baida R.,
A stratified first order logic approach for access control,
in International Journal of Intelligent Systems , vol. 19, n° 9, Wiley, pp. 787-788, september 2004. [Download] [BibTeX...]

Brewka G., Benferhat Salem, Le Berre Daniel,
Qualitative Choice Logic,
in Artificial Intelligence (AIJ), vol. 157, n° 1-2, pp. 203-237, august 2004. [Download] [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Belief change and pre-orders: a brief overview,
in International Journal of Geographical Information Science (IJGIS), vol. 18, n° 4, Taylor & Francis, pp. 353-388, june 2004. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Reasoning with partially ordered information in a possibilistic framework,
in Fuzzy Sets and Systems , vol. 144 , Elsevier, pp. 25-41, may 2004. [Download] [BibTeX...]

Benferhat Salem, Kaci Souhila, Le Berre Daniel, Williams Mary-Anne,
Weakening conflicting information for iterated revision and knowledge integration,
in Artificial Intelligence (AIJ), vol. 153, pp. 339-371, march 2004. [BibTeX...]

Benferhat Salem, Dubois Didier, Lagrue Sylvain, Prade Henri,
A big-stepped probability approach for discovering default rules,
in International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS), vol. 11, World Scientific, pp. 1-14, september 2003. [BibTeX...]

Benferhat Salem, Kaci Souhila,
Logical representation and fusion of prioritized information based on guaranteed possibility measures,
in Artificial Intelligence, vol. 148, pp. 291-333, 2003. [BibTeX...]

Benferhat Salem, Kaci Souhila,
Fusion of possibilistic knowledge bases from a postulate point of view,
in International Journal of Approximate Reasoning, vol. 33, pp. 255-285, 2003. [BibTeX...]

Ben Amor N., Benferhat Salem, Mellouli K,
Anytime Propagation Algorithm for Min-based Possibilistic Graphs. Soft Computing, A fusion of foundations, methodologies and applications. Springer-Verlag,
in ( ), vol. 8, pp. 150-161, 2003. [Download] [BibTeX...]

Benferhat Salem, Dubois Didier, Lagrue Sylvain, Papini Odile,
Making revision reversible: an approach based on polynomials,
in Fundamenta Informaticae , vol. 53, n° 3,4, IOS Press, pp. 251-280, december 2002. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Possibilistic merging and distance-based fusion of propositional information,
in International Journal of Annals of Mathematics and Artificial Intelligence, vol. 34, n° 1-3, pp. 217-252, 2002. [BibTeX...]

Benferhat Salem, Dubois D., Prade H., Williams Mary-Anne,
A practical approach to revising prioritized knowledge bases,
in Studia Logica Journal, vol. 70, pp. 105-130, 2002. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
The Possibilistic Handling of Irrelevance in exception-Tolerant Reasoning,
in Annals of Mathematics and Artificial Intelligence, vol. 35, n° 1, pp. 29-61, 2002. [BibTeX...]

Benferhat Salem, Dubois D., Garcia L, Prade H.,
On the transformation between possibilistic logic bases and possibilistic causal networks,
in International Journal of Approximate Reasoning, vol. 29, n° 21, pp. 35-173, 2002. [BibTeX...]

Benamor N, Benferhat Salem, Dubois D., Mellouli K, Prade H.,
A theorical framework for possibilistic independence in weakly ordered setting,
in Pragmatics of SAT 2014 (POS'14), vol. 10, n° 2, 2002. [Download] [BibTeX...]

Benferhat Salem, Garcia L,
Handling locally stratified inconsistent knowledge bases,
in Studia Logica Journal, vol. 70, pp. 77-104, 2002. [BibTeX...]

Appriou A, Ayoun A, Benferhat Salem, Besnard P, Bloch I, Cholvy L, Cooke R, Cuppens F, Dubois D., Fargier H., Grabisch M, Hunter A, Kruse R, Lang J., Moral S, Prade H., Smets P, Sossai C, Saffiotti A,
Fusion : general concepts and characteristics,
in International Journal of Intelligent Systems, vol. 16, n° 10, pp. 1107-1134, october 2001. [BibTeX...]

Benferhat Salem, Lang J.,
Conference Paper Assignment,
in International Journal of Intelligent Systems, vol. 16, n° 10, pp. 1183-1192, october 2001. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Towards a possibilistic logic handling of preferences,
in Applied Intelligence, vol. 14, pp. 303-317, 2001. [BibTeX...]

Benferhat Salem, Dubois D., Fargier H., Prade H., Sabbadin R.,
Exception-tolerant reasoning and decision under uncertainty using qualitative possibility theory,
in Kunstliche Intelligenz (KI), vol. 3, Arendtap Desktop Publishing, pp. 9-15, 2001. [BibTeX...]

Benferhat Salem, Smets P, Saffiotti A,
Belief functions and default reasoning,
in Artificial Intelligence Journal, vol. 122, n° 1-2, pp. 1-69, 2000. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibilistic and Standard Probabilistic Semantics of Conditional Knowledge Bases,
in Journal of Logic and Computation, vol. 9, n° 6, pp. 873-895, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
An overview of inconsistency-tolerant inferences in prioritized knowledge bases,
in Fuzzy Sets, Logic and Reasoning about knowledge, Kluwer Academic Publishers, pp. 395-417, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Practical Handling of Exception-Teinted Rules and Independence Information in Possibilistic Logic,
in Applied Intelligence, vol. 9, n° 9, pp. 101-127, 1998. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Nonmonotonic reasoning , conditonal objects and possibility theory,
in Artificial Intelligence Journal, n° 92, pp. 259-276, 1997. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Some syntactic approaches to the handling of inconsistent knowledge bases : A comparative study, Part 1 / The flat case,
in Studia Logica, n° 58, pp. 17-45, 1997. [BibTeX...]

National journal paper(s)

Benferhat Salem, Yahi Safa,
Étude comparative des relations d'inférence à partir de bases de croyances partiellement préordonnées,
in Revue d'intelligence artificielle (RIA), vol. 26, n° (1-2, pp. 39-61 , 2012. [Abstract] [BibTeX...]

Benferhat Salem, Khellaf Haned Faza, mokhtari Aicha,
Autour de la théorie des possibilités quantitative,
in Revue d'intelligence artificielle (RIA), vol. 24, n° 6, pp. 723-755, 2010. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K, Smaoui Salma,
Inférence dans les réseaux possibilistes basés sur le conditionnement ordinal ,
in Modèles graphiques non probabilistes (RSTI-RIA), pp. 489-519, 2007. [Download] [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Réseaux bayésiens naïfs et arbres de décision,
in Journal Technique et Science Informatiques , vol. 25, n° 2, pp. 167-196, 2006. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Logique possibiliste et fusion d'informations,
in Technique et Science Informatique (TSI), vol. 22, n° 7-8, Hermes - Lavoisier, pp. 1035-1064, 2003. [BibTeX...]

Abou El Kalam A., Balbiani P., Benferhat Salem, Cuppens F, Deswarte Y., El Baida R., Miège A., Saurel C., Trouessin G.,
Modèles et politiques de sécurité des systèmes de santé,
in Santé et Systématique, vol. 7, n° 1-2, Hermes-Lavoisier, pp. 107-125, 2003. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Connaissances conditionelles et exceptions : du raisonnement non monotone à la théorie des possibilités,
in Revue d'Intelligence Artificielle (RIA), vol. 9, n° 4, pp. 475-521, 1995. [BibTeX...]

International conference paper(s) with proceedings

Benferhat Salem, Lagrue Sylvain, Tabia Karim,
Analysis of interval-based possibilistic networks,
in ECAI 2014 - 21st European Conference on Artificial Intelligence (ECAI'14), IOS Press, pp. 963-964, august 2014. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Tabia Karim,
Interval-Based Possibilistic Networks,
in Scalable Uncertainty Management 2014 (SUM 2014), Springer, pp. 37-50, 2014. (Lecture Notes in Computer Science) [BibTeX...]

Benferhat Salem, Bouraoui Zied, Lagrue Sylvain, Rossit Julien,
Min-based Assertional Merging Approach for Prioritized DL-Lite Knowledge Bases,
in Scalable Uncertainty Management 2014 (SUM 2014), Springer, pp. 8-21, 2014. (Lecture Notes in Computer Science) [BibTeX...]

Benferhat Salem, Khellaf Haned Faza, Zeddigha Ismahane,
A possibilistic graphical model for handling decision problems under uncertainty,
in The 8th conference of the European Society for Fuzzy Logic and Technology (Eusflat'13) , pp. 736-743, september 2013. [BibTeX...]

Benferhat Salem, da Costa Pereira C?lia , Tettamanzi Andrea,
Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs,
in 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE'11), pp. 49-58, august 2013. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
A comparative study of compilation-based inference methods for min-based possibilistic networks,
in 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'13), july 2013. [BibTeX...]

Boukhris Imen, Benferhat Salem, Elouadi zied,
Causal belief networks: Handling uncertain interventions,
in 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'13), Springer, pp. 61-72, july 2013. [BibTeX...]

Benferhat Salem, Bourriche Khalid, Ouzarf Mohamed,
On the possibilistic handling of priorities in access control models,,
in 7th International Conference on Intelligent System and Knowledge Engineering (ISKE'12), Springer, december 2012. [BibTeX...]

Benferhat Salem, Boudjelida Abdelhamid, Tabia Karim,
Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation,
in Proceedings of the 24th IEEEE International Conference on Tools with Artificial Intelligence (ICTAI'12), IEEE, pp. 452-459, november 2012. [BibTeX...]

Benferhat Salem, Hué Julien, Lagrue Sylvain, Rossit Julien,
Merging Interval-Based Possibilistic Belief Bases,
in The 6th International Conference on Scalable Uncertainty Management (SUM'12), Springer, pp. 447-458, september 2012. (Lecture Notes in Computer Science, Vol. 7520) [BibTeX...]

Benferhat Salem, Tabia Karim,
Three-valued possibilistic networks,
in 20th European Conference on Artificial Intelligence (ECAI'12), IOS Press , pp. 157-162, august 2012. [BibTeX...]

Boukhris Imen, Benferhat Salem, Elouadi zied,
Ascribing Causality from Interventional Belief Function Knowledge,
in 2nd International Conference on Belief Functions 2012 (BF'12), Springer, pp. 229-237, 2012. [BibTeX...]

Benferhat Salem, da Costa Pereira C?lia , Tettamanzi Andrea,
Hybrid Possibilistic Conditioning for Revision under Weighted Inputs,
in 20th European Conference on Artificial Intelligence (ECAI'12), pp. 151-156, 2012. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
Inference Using Compiled Product-Based Possibilistic Networks,
in 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IMPU'12), Springer, pp. 470-480, 2012. [BibTeX...]

Boukhris Imen, Elouadi zied, Benferhat Salem,
Handling Interventions with Uncertain Consequences in Belief Causal Networks,
in IPMU'12), Springer, pp. 585-595, 2012. [BibTeX...]

Ma Jianbing, Benferhat Salem, Liu Weiru,
Revising Partial Pre-Orders with Partial Pre-Orders: A Unit-Based Revision Framework,
in Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference (KR'12), 2012. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
Possibilistic Local Structure for Compiling Min-Based Networks,
in Proceedings of the 6th International Conference on Soft Methods in Probability and Statistics (SMPS'12), Springer, pp. 479-487, 2012. [BibTeX...]

Ma Jianbing, Benferhat Salem, Liu Weiru,
Revision over Partial Pre-orders: A Postulational Study,
in The 6th International Conference on Scalable Uncertainty Management (SUM'12), Springer, pp. 219-232, 2012. [BibTeX...]

Benferhat Salem, Bourriche Khalid, Ouzarf Mohamed,
Encoding default-based SELinux-security policy in Organization-Based Access Control Model,
in International Conference for Internet Technology and Secured Transactions (ICITST'11), IEEE, pp. 608 - 613, december 2011. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks,
in 23rd International Conference on Tools with Artificial Intelligence (ICTAI'11), pp. 675-678, november 2011. [BibTeX...]

Benferhat Salem, Boudjelida Abdelhamid,
Adding Constraints and Flexible Preferences in Travel Reservation Systems,
in 23rd International Conference on Tools with Artificial Intelligence (ICTAI'11), pp. 1063-1068, november 2011. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
Experimental Comparative Study of Compilation-Based Inference in Bayesian and Possibilitic Networks.,
in 9th International Workshop on Fuzzy Logic and Applications (WILF'11), Springer, pp. 155-163, august 2011. [BibTeX...]

Benferhat Salem, Hué Julien, Lagrue Sylvain, Rossit Julien,
Interval-Based Possibilistic Logic,
in 22nd International Joint Conference on Artificial Intelligence (IJCAI'11), AAAI Press, pp. 750-755, july 2011. [Download] [BibTeX...]

Benferhat Salem, Titouna Faiza,
On the Fusion of Probabilistic Network,
in ( IEA/AIE 2011), Springer, pp. 49-58, july 2011. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem,
Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach,
in 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'11), Springer, pp. 700-712, june 2011. [Download] [BibTeX...]

Boukhris Imen, Elouadi zied, Benferhat Salem,
Modeling Interventions Using Belief Causal Networks,
in 24th International Florida Artificial Intelligence Research Society Conference (FLAIRS'11), 2011. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Yahi Safa,
Bridging possibilistic conditional knowledge bases and partially ordered bases,
in 12th European Conference on Logics in Artificial Intelligence (JELIA'10), Springer, pp. 38-50, september 2010. (Lecture Notes in Computer Science, Vol. 6341) [BibTeX...]

Benferhat Salem, Tabia Karim,
Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation,
in 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI'10), Springer, pp. 14-26, september 2010. [BibTeX...]

Benferhat Salem,
Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework,
in 4th International Conference on Scalable Uncertainty Management (SUM'10), Springer, pp. 1-3, september 2010. [BibTeX...]

Ma Jianbing, Liu Weiru, Benferhat Salem,
A Belief Revision Framework for Revising Epistemic States with Partial Epistemic States,
in 24th Conference on Artificial Intelligence (AAAI'10), AAAI press, pp. 333-338, july 2010. [BibTeX...]

Ayachi Raouia, Ben amor Nahla, Benferhat Salem, Haenni rolf,
Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference,
in 26th Conference on Uncertainty in Artificial Intelligence (UAI'10), pp. 40-47, july 2010. [BibTeX...]

Benferhat Salem, Tabia Karim,
Belief Revision of Product-Based Causal Possibilistic Networks,
in 23rd Canadian Conference on Artificial Intelligence (CanAI'10), Lecture Notes in Computer Science , pp. 244-255, may 2010. [BibTeX...]

Benferhat Salem, Tabia Karim,
Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning,
in 19th European Conference on Artificial Intelligence (ECAI'10), pp. 943-948, 2010. [BibTeX...]

Benferhat Salem, Tabia Karim,
Classification with uncertain observations using possibilistic networks,
in 21st International Conference on Tools with Artificial Intelligence (ICTAI'09), IEEE, november 2009. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
An Analysis of Sum-Based Incommensurable Belief Base Merging,
in 3rd International Conference on Scalable Uncertainty Management (SUM'09), Springer, pp. 55-67, september 2009. (Lecture Notes in Computer Science, Vol. 5785) [Download] [BibTeX...]

Benferhat Salem, Dubois Didier, Prade Henri,
Interventions in Possibilistic Logic,
in 3rd International Conference on Scalable Uncertainty Management (SUM'09), Springer, pp. 40-54, september 2009. [BibTeX...]

Benferhat Salem, Dubois Didier, Prade Henri, Williams Mary-Anne,
A General Framework for Revising Belief Bases Using Qualitative Jeffrey's Rule,
in 18th International Symposium on Methodologies for Intelligent Systems (ISMIS'09), Springer, pp. 612-621, september 2009. [BibTeX...]

Benferhat Salem, Tabia Karim,
On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers,
in Proceedings of the Joint 2009 International Fuzzy Systems, pp. 1223-1228, july 2009. [BibTeX...]

Jenhani ilyes, Benferhat Salem, Elouadi zied,
On the Use of Clustering in Possibilistic Decision Tree Induction ,
in 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'09), Springer, pp. 505-517, july 2009. [BibTeX...]

Benferhat Salem, khellaf Faiza, mokhtari Aicha, Zeddigha Ismahane,
Using Syntactic Possibilistic Fusion for Modeling Optimal Optimistic Qualitative Decision,
in Proceedings of the Joint 2009 International Fuzzy Systems, Springer, pp. 1712-1716, july 2009. [BibTeX...]

Ajroud amen, Benferhat Salem, Mohamed-Nazih Omri, Habib Youcef,
On the Use of Guaranteed Possibility Measures in Possibilistic Networks,
in Twenty-Second International Florida Artificial Intelligence Research Society Conference (FLAIRS'09), AAAI press, may 2009. [BibTeX...]

Benferhat Salem, Yahi Safa,
Complexity and Cautiousness Results for Reasoning from Partially Preordered Belief Bases,
in 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'09), pp. 817-828, 2009. [BibTeX...]

Yahi Safa, Benferhat Salem,
Compiling the Lexicographic Inference Using Boolean Cardinality Constraints,
in The 22nd Canadian Conference on Artificial Intelligence (CanAI'09), pp. 171-182, 2009. [BibTeX...]

Tabia Karim, Benferhat Salem,
On the use of decision trees as behavioral approaches in intrusion detection,
in Seventh International Conference on Machine Learning and Applications (ICMLA'08), IEEE, december 2008. [BibTeX...]

Benferhat Salem, Tabia Karim,
An efficient algorithm for naive possibilistic classifiers with uncertain inputs,
in 2nd International Conference on Scalable Uncertainty Management (SUM'08), Lecture Notes in Artificial Intelligence (LNAI 5291), Springer, pp. 63-77, october 2008. [BibTeX...]

Benferhat Salem, Bonnefon Jean-François , Chassy Philippe , Da Silva Neves Rui , Dubois Didier , Dupin de Saint-Cyr Florence , Kayser Daniel , Nouioua Farid , Nouioua-Boutouhami Sara , Prade Henri, Smaoui Salma,
A Comparative Study of Six Formal Models of Causal Ascription,
in 2nd International Conference on Scalable Uncertainty Management (SUM'08), Lecture Notes in Artificial Intelligence (LNAI 5291), Springer, pp. 47-62, october 2008. [BibTeX...]

Tabia Karim, Benferhat Salem, Djouadi Yassine,
A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches,
in The Fourth IEEE LCN Workshop on Network Security (WNS'08), IEEE Press, october 2008. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Quantitative Possibilistic Networks : Handling Interventions and Ascribing Causality,
in 7th Mexican International Conference on Artificial Intelligence (MICAI'08), Lecture Notes in Artificial Intelligence (LNAI), Springer, pp. 720-731, october 2008. [BibTeX...]

Yahi Safa, Benferhat Salem, Lagrue Sylvain, Sérayet Mariette, Papini Odile,
Lexicographic Inference for Partially Ordered Belief Bases,
in 11th International Conference on Principles of Knowledge Representation and Reasoning (KR'08), AAAI Press, pp. 507-516, september 2008. [Download] [BibTeX...]

Benferhat Salem, Sedki Karima,
Alert Correlation based on a Logical Handling of Administrator Preferences and Knowledge,
in International Conference on Security and Cryptography (SECRYPT'08), pp. 50-56, july 2008. [BibTeX...]

Benferhat Salem, Tabia Karim,
On the detection of novel attacks using behavioral approaches,
in Proceedings of the Third International Conference on Software and Data Technologies (ICSOFT'08), Springer, pp. 265-272, july 2008. [BibTeX...]

Benferhat Salem, Tabia Karim,
New schemes for anomaly score aggregation and thresholding,
in International Conference on Security and Cryptography (SECRYPT'08), Springer, pp. 21-28, july 2008. [BibTeX...]

Benferhat Salem, Kenaza Tayeb, Mokhtari A.,
Tree-Augmented Naïve Bayes for Alert Correlation,
in 3rd conference on Advances in Computer Security and Forensics (ACSF'08), pp. 45-62, july 2008. [BibTeX...]

Jenhani ilyes, Benferhat Salem, Elouedi Z.,
Properties Analysis of Inconsistency-based Possibilistic Similarity Measures.,
in 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'08), pp. 173-180, june 2008. [Download] [BibTeX...]

Benferhat Salem, Kenaza Tayeb, Mokhtari A.,
False alert filtering and detection of high severe alerts using Naive Bayes,
in Computer Security Conference (CSC'08), april 2008. [BibTeX...]

Jenhani ilyes, Ben Amor N., Benferhat Salem, Elouedi Z.,
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach,
in 5th International on Foundations of Information and Knowledge Systems (FoIKS'2008), Lecture Notes in Computer Science 4932 Springer , pp. 348-364, february 2008. [Download] [BibTeX...]

Tabia Karim, Benferhat Salem,
Context-based profiling for anomaly intrusion detection with diagnosis,
in Third International Conference on Availability, Reliability and Security (ARES'08), IEEE, pp. 618-623, 2008. [BibTeX...]

Benferhat Salem, Tabia Karim,
Classification features for detecting server-side and client-side web attacks,
in 23rd International Information Security Conference, Springer, IFIP Advances in Information and Communication Technology n° 278, pp. 729-733, 2008. [BibTeX...]

Benferhat Salem, Tabia Karim,
Novel and anomalous behavior detection using Bayesian network classifiers,
in International Conference on Security and Cryptography (SECRYPT'08), Springer, pp. 13-20, 2008. (Best student paper award) [BibTeX...]

Benferhat Salem, Yahi Safa, Drias Habiba,
On the Compilation of Possibilistic Default Theories,
in 21st International Florida Artificial Intelligence Research Society Conference (FLAIRS'08), AAAI-Press, pp. 613-618, 2008. [BibTeX...]

Benferhat Salem, Tabia Karim, Djouadi Yassine,
Integrating anomaly-based detection with bayesian decision tree classifiers,
in Information and Communication Technology (ICICOT'08), december 2007. [BibTeX...]

Benferhat Salem,
Causality and Dynamics of Beliefs in Qualitative,
in (ECSQARU'07), Lecture Notes in Computer Science, Springer, pp. 2-3, october 2007. (Conférencier Invité) [BibTeX...]

Benferhat Salem, Sedki Karima,
A Revised Qualitative Choice Logic for Handling Prioritized Preferences,
in Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'07), Lecture Notes in Artificial Intelligence (LNAI 4724), Springer, pp. 635-647, october 2007. [BibTeX...]

Jenhani ilyes, Benamor N, Elouedi Z., Benferhat Salem, Mellouli K,
A New Similarity Measure for Possibilistic Uncertain Information,
in 9th European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'07), Lecture Notes in Artificial Intelligence (LNAI 4724), Springer, pp. 840-852, october 2007. [Download] [BibTeX...]

Benferhat Salem, Smaoui Salma,
Possibilistic Causal Networks for Handling Interventions: A New Propagation Algorithm,
in The Twenty-Second AAAI Conference on Artificial Intelligence (AAAI'07), AAAI Press, pp. 373-378, july 2007. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
A Max-based Merging of Incommensurable Ranked Belief Bases Based on Finite Scales,
in The 10th Conference of the International Society of Information Fusion (FUSION'07), IEEE Press, july 2007. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
An Egalitarist Fusion of Incommensurable Ranked Belief Bases under Constraints ,
in 22nd Conference on Artificial Intelligence (AAAI'07), AAAI Press, pp. 367-372, july 2007. [Download] [BibTeX...]

Benferhat Salem, Tabia Karim, Sedki Karima,
Preprocessing rough network data for intrusion detection purposes,
in International Conference on Telecommunication Networks and Systems (IADIS'07), pp. 105-109, july 2007. [BibTeX...]

Benferhat Salem, Sedki Karima,
Towards Selecting Relevant Attributes using Decision Trees for Intrusion Detection,
in International Conference on High Performance Computing, Networking and Communication Systems, HPCNCS'07 , pp. 224-230, july 2007. [BibTeX...]

Benferhat Salem, Khellaf F., Mokhtari A.,
Use of Syntactic Possibilistic Fusion for Computing Optimistic Qualitative Decisions.,
in Proceedings of 12th International Conference on Fuzzy Theory and Technology (FTT'07), World Scientific, pp. 1384-1390, july 2007. [BibTeX...]

Benferhat Salem, Smaoui Salma,
On the Use of Possibilistic Bases for Local Computations in Product-Based Possibilistic Networks ,
in The 20th Canadian Conference on Artificial Intelligence (CanAI'07), Lecture Notes in Artificial Intelligence (LNAI 4509), Springer, pp. 356-368, may 2007. [Download] [BibTeX...]

Benferhat Salem, Le Berre Daniel, Sedki Karima,
Handling Qualitative Preferences Using Normal Form Functions,
in 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS'07), pp. 38-43, may 2007. [BibTeX...]

Benferhat Salem, Yahi Safa, Drias Habiba,
On the Compilation of Stratified Belief Bases under Linear and Possibilistic Logic Policies,
in 20th International Joint Conference on Artificial Intelligence (IJCAI'07), pp. 2425-2430, january 2007. [BibTeX...]

Benferhat Salem, Smaoui Salma, Mellouli K,
Towards Handling Interventions in Possibilistic Networks ,
in The XIII Congress of International Association for Fuzzy-Set Management and Economy (SIGEF'06), pp. 422-440, december 2006. [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Information-based evaluation functions for probabilistic classifiers,
in 11th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'06), pp. 428-435, july 2006. [Download] [BibTeX...]

Benferhat Salem, Le Berre Daniel, Sedki Karima,
An Alternative Inference for Qualitative Choice Logic,
in 17th European Conference on Artificial Intelligence (ECAI'06), IOS Press, pp. 741-742, 2006. [BibTeX...]

Benferhat Salem, Titouna F.,
Aggregating Quantitative Possibilistic Networks,
in 19th International Florida Artificial Intelligence Research Society Conference (FLAIRS'06), AAAI-press, pp. 800-805, 2006. [BibTeX...]

Benferhat Salem, El Baida R.,
Argument-Based Approaches in Prioritized Conflicting Security Policies,
in 8th International Conference on Enterprise Information Systems: Databases and Information Systems Integration (ICEIS'06), pp. 349-354, 2006. [BibTeX...]

Benferhat Salem, Prade H.,
Compiling Possibilistic Knowledge Bases,
in 17th European Conference on Artificial Intelligence (ECAI'06), IOS Press, pp. 337-341, 2006. [BibTeX...]

Benferhat Salem,
Merging Possibilistic Networks,
in 17th European Conference on Artificial Intelligence (ECAI'06), IOS Press, pp. 332-336, 2006. [BibTeX...]

Benferhat Salem, Tabia Karim,
On the Combination of Naive Bayes and Decision Trees for Intrusion Detection,
in International Conference on Computational Intelligence (CIMCA'05), IEEE, pp. 211-216, november 2005. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Revision of Partially Ordered Information : Axiomatization, Semantics and Iteration,
in 19th International Joint Conference on Artificial Intelligence (IJCAI'05), Professional Book Center, pp. 376-381, august 2005. [Download] [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers,
in 8th European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'05), LNAI 3571, Springer Verlag, pp. 921-931, july 2005. [Download] [BibTeX...]

Benferhat Salem, Ben-Naim Jonathan, Jeansoulin Robert, Khelfallah Mahat, Lagrue Sylvain, Papini Odile, Wilson Nic, Würbel Éric,
Belief Revision of GIS Systems: the Results of REVIGIS,
in 8th European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'05), Springer, pp. 452-464, july 2005. (Lecture Notes in Computer Science, Vol. 3571) [Download] [BibTeX...]

Benferhat Salem, Smaoui Salma,
Possibilistic Networks with Locally Weighted Knowledge Bases,
in Fourth International Symposium on Imprecise Probabilities and Their Applications (ISIPTA '05), ISIPTA, pp. 41-50, july 2005. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Hybrid Possibilistic Networks,
in The Twentieth National Conference on Artificial Intelligence and the Seventeenth Innovative Applications of Artificial Intelligence Conference (AAAI'05), AAAI Press / The MIT Press, pp. 584-589, july 2005. [Download] [BibTeX...]

Benferhat Salem, Titouna F.,
Min-based fusion of possibilistic networks,
in Fourth Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT'05), pp. 553-558, 2005. [BibTeX...]

Benferhat Salem, Prade H.,
Encoding formulas with partially constrained weights in possibilistic-like many-sorted propositional logic,
in 19th International Joint Conference on Artificial Intelligence (IJCAI'05), pp. 1281-1286, 2005. [BibTeX...]

Benferhat Salem, El Baida R.,
A prioritized-based approach to handling conflicts in access control,
in 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), pp. 286-293, november 2004. [BibTeX...]

Benferhat Salem, Cavarroc M.-A., Jeansoulin R.,
Modeling Landuse Changes Using Bayesian Classifiers,
in Procs. of International Conference on Advances in Intelligent Systems - Theory and Applications (AISTA-2004), IEEE Computer Society, november 2004. [BibTeX...]

Bennaim J., Benferhat Salem, Papini Odile, Würbel Éric,
An Answer Set Programming of Prioritized Removed Sets Revision: Application to GIS,
in 9th European Conference on Logics in Artificial Intelligence JELIA'04, Lecture Notes in Artificial Intelligence (LNAI) , Vol. 3229 Springer, september 2004. [BibTeX...]

Benferhat Salem, El Baida R.,
Handling Conflicts in Access Control Models,
in Poster 16th European Conference on Artificial Intelligence (ECAI'04), IOS Press, pp. 961-962, august 2004. [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Qualitative Classifications with Possibilistic Decision Trees,
in , pp. 881-887, july 2004. [Download] [BibTeX...]

Benferhat Salem, Brewka G., Le Berre Daniel,
On the Relationship Between Qualitative Choice Logic and Possibilistic Logic,
in Tenth International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU'04), pp. 951-957, july 2004. [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Qualitative classification and evaluation in possibilistic decision trees,
in , IEEE, pp. 653- 657, july 2004. [Download] [BibTeX...]

Benferhat Salem, Bonnefon J., Da Silva Neves R.,
An experimental analysis of possibilistic default reasoning,
in 9th International Conference on the Principles of Knowledge Representation and Reasoning (KR2004), AAAI Press, pp. 130-139, june 2004. [BibTeX...]

Benferhat Salem, Khellaf F., Mokhtari A.,
Product-based Causal Networks and Quantitative Possibilistic Bases,
in The 17th International FLAIRS Conference (FLAIRS'2004), AAAI Press, pp. 832-837, may 2004. [BibTeX...]

Benamor N, Benferhat Salem, Elouedi Z.,
Naive Bayes vs Decision Trees in Intrusion Detection Systems,
in , ACM, pp. 420-424, march 2004. [Download] [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Réseaux Bayésiens Naifs et Arbres de Décision dans les Systèmes de Détection d'Intrusions,
in 14ème congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'04), pp. 1175-1184, january 2004. [Download] [BibTeX...]

Benferhat Salem, Autrel F., Cuppens F,
Enhanced Correlation in an Intrusion Detection Process,
in Second International Workshop on Mathematical Methods, Models, and Architectures for Computer Network Security, MMM-ACNS, Lecture Notes in Computer Science (LNCS) , Vol. 2776 , Springer Verlag, september 2003. [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z.,
Naive Bayesian Networks in Intrusion Detection Systems,
in , september 2003. [Download] [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
A possibilistic handling of partially ordered information,
in the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), Morgan Kaufmann Publishers, pp. 29-36, august 2003. [Download] [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z., Mellouli K,
Decision trees and qualitative possibilistic inference: application to the intrusion detection problem,
in , LNAI 2711, Springer Verlag, pp. 419-431, july 2003. [Download] [BibTeX...]

Benferhat Salem, El Baida R., Cuppens F,
A Stratification-Based Approach for Handling Conflicts in Access Control,
in Proceedings of the 8th ACM Symposium on Access Control Models and Technologies (SACMAT 2003), ACM Press, pp. 189-195, june 2003. [BibTeX...]

Abou El Kalam A., El Baida R., Balbiani P., Benferhat Salem, Cuppens F, Deswarte Y., Miège A., Saurel C., Trouessin G.,
Organisation Based Access Control,
in Proceedings of the 4th IEEE International Workshop on Policies for Distributed Systems and Networks (Policy 2003), IEEE Computer Society, pp. 120-131, june 2003. [BibTeX...]

Ben Amor N., Benferhat Salem, Elouedi Z., Cuppens F,
Decision trees and qualitative inference for intrusion detection systems,
in , pp. 191-194, june 2003. [Download] [BibTeX...]

Benferhat Salem, El Baida R., Cuppens F,
A possibilistic logic encoding of access control,
in Sixteenth International FLAIRS Conference (FLAIRS'2003), AAAI Press, pp. 481-485, may 2003. [BibTeX...]

Cuppens F, Deswarte Y., Miège A., Saurel C., Trouessin G., Abou El Kalam A., El Baida R., Balbiani P., Benferhat Salem,
Modèles et Politiques de Sécurité des Systèmes d'Information et de Communication en Santé et Social,
in 1ère Conférence Francophone en Gestion et Ingénierie des Systèmes Hospitaliers (GISEH'03), pp. 268-277, january 2003. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Bipolar possibilistic representations,
in Proceedings of the 18th Conference on Uncertainty in Artificial Intelligence UAI 2002, pp. 45-52, august 2002. [BibTeX...]

Benferhat Salem, Dubois Didier, Lagrue Sylvain, Prade Henri,
A big-stepped probability approach for discovering default rules,
in The Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-based systems (IPMU'2002), pp. 283-289, july 2002. [BibTeX...]

Benferhat Salem, Bonnefon J., Da Silva Neves R,
An overwiew of possibilistic handling of default reasoning : applications and empirical studies,
in Proceedings of 1st Slazburg Workshop on Paradigms of Cognition SWPC 1/2002 Non Monotonic and Uncertain Reasoning in the Focus of Competing Paradigms of Cognition, july 2002. [BibTeX...]

Benferhat Salem, Boughanem M, Chrisment C, Prade H.,
Disambiguation translation in multilingual queries,
in Proceedings of the Ninth International Conference, Information Processing and Management of Uncertainty in Knowledge-based Systems IPMU 2002, pp. 1375-1381, july 2002. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Possibilistic logic representation of preferences : relating prioritized goals and satisfaction levels expressions,
in Proceedings of the 15th. European Conference on Artificial Intelligence ECAI 2002, IOS Press, pp. 685-689, july 2002. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Reasoning with partially ordered information in a possibilistic logic framework,
in The Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-based systems (IPMU'2002), pp. 1047-1052, july 2002. [BibTeX...]

Benferhat Salem, Kaci Souhila,
Fusion of possibilistic knowledge bases from a postulate point of view,
in Proceedings of the 15 th International Florida Artificial Intelligence Research Society Conference FLAIRS 2002, AAAI-press, pp. 519-523, may 2002. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
Anytime possibilistic propagation algorithm,
in , Springer, pp. 263-279, april 2002. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Bipolar representation and fusion of preferences in the possibilistic logic framework,
in Proceedings of 8 th International Conference on Principles of Knowledge Representation and Reasoning KR'2002, Morgan Kaufmann Publishers, Inc., pp. 421-432, april 2002. [BibTeX...]

Brewka G., Benferhat Salem, Le Berre Daniel,
Qualitative Choice Logic,
in 8th International Conference on Principles of Knowledge Representation and Reasoning (KR'02), Morgan Kaufmann Publishers, Inc., pp. 158-169, april 2002. [Download] [BibTeX...]

Benferhat Salem, Kaci Souhila, Le Berre Daniel, Williams Mary-Anne,
Weakening conflicting information for iterated revision and knowledge integration,
in 17th International Joint Conference on Artificial Intelligence (IJCAI'01), Morgan Kaufmann Publishers, Inc., pp. 109-115, august 2001. [Download] [BibTeX...]

Benferhat Salem, Kaci Souhila,
A possibilistic logic handling of strong preferences,
in Proceedings Joint 9th IFSA Congress and 20 th NAFIPS International Conference, IEEE Operations Center, pp. 962-967, july 2001. [BibTeX...]

Benferhat Salem, Dubois Didier, Lagrue Sylvain, Prade Henri,
Towards learning default rules by identifying big-stepped probabilities,
in Joint 9th IFSA Congress and 20th NAFIPS International Conference (IFSA'2001), IEEE Press, pp. 1850-1855, 2001. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
A two-steps algorithm for min-based possibilistic causal networks,
in , Springer, pp. 266-277, 2001. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Bridging logical, comparative and graphical possibilistic representation framaworks,
in Proceedings of the 6 th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU 2001 LNCS 2143, Springer, pp. 422-431, 2001. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
Some issues on the coherence of min-based possibilistic causal Networks,
in , IEEE Operations Center, pp. 604-609, 2001. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Graphical readings of possibilistic logic bases,
in Proceedings of the 17th Conference Uncertainty in Artificial Intelligence UAI01, Morgan Kaufmann Publishers, pp. 24-31, 2001. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Kalman-like filtering and updating in a possibilistic setting,
in 14th European Conference on Artificial Intelligence ECAI 2000, pp. 8-12, august 2000. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Encoding Information Fusion in Possibilistic Logic : A general Framework for Rational Syntactic Merging,
in 14th European Conference on Artificial Intelligence ECAI 2000, Humboldt University, pp. 3-7, august 2000. [BibTeX...]

Benferhat Salem, Konieczny Sébastien, Papini Odile, Pino Perez Ramon,
Iterated Revision by Epistemic States / Axioms, Semantics and Syntax,
in 14th European Conference on Artificial Intelligence (ECAI'00), pp. 13-17, august 2000. [Download] [BibTeX...]

Benferhat Salem, Kaci Souhila,
A new algorithm for fusing possibilistic knowledge bases,
in 8 Th Information Processing and Management of Uncertainty in Knowledge-based Systems Conference IPMU 2000, pp. 1546-1553, july 2000. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
Possibilistic Independence vs Qualitative Independence,
in , pp. 349-346, july 2000. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
A postulate-based analysis of merging operations in possibilistic logic,
in The Sixteenth Conference on Uncertainty in Artificial Intelligence UAI 2000, pp. 24-31, june 2000. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Encoding classical fusion in ordered knowledge bases framework,
in 8th Intl. Workshop on Non-Monotonic Reasoning NMR'2000 édité par Chitta Baral et Mirek Truszczynski Spécial session UNCERTAINTY FRAMEWORKS IN NMR Organized by Salem Benferhat , april 2000. [BibTeX...]

Benamor N, Benferhat Salem, Dubois D., Geffner H, Prade H.,
Independence in Qualitative Uncertainty Frameworks,
in , Morgan Kaufmann, pp. 235-246, april 2000. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Prade H., Williams Mary-Anne,
A Practical Approach to Fusing Prioritized Knowledge Bases,
in Proceedings 9 th Portuguese Conference on Artificial Intelligence EPIA 99, Springer, pp. 222-236, september 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Towards fuzzy default reasoning,
in Proceedings of the 18 th International Conference of the North American Fussy Information Processing Society NAFIPS-99, march 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H., Williams Mary-Anne,
A Practical Approach to revising Prioritized Knowledge Bases,
in Third International Conference on Knowledge-Based Intelligent Information Engineering Systems KES 99, IEEE Press, pp. 170-174, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Papini Odile,
A sequential reversible belief revision methods based on polynomials,
in Proceedings 16 th National conference in Artificial Intelligence AAAI-99, pp. 733-738, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Garcia L, Prade H.,
Possibilistic logic bases and possibilistic graphs,
in Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence UAI 99, pp. 57-64, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Towards a possibilistic handling of preferences,
in Proceedings 16 th Int Joint Conf. on Artificial Intelligence IJCAI 99, pp. 1370-1375, 1999. [BibTeX...]

Benferhat Salem, Dubois D., Lang J., Prade H., Saffiotti A, Smets P,
Reasoning under inconsistency based on inplicity-specified partial qualitative probability relations : a unified framework,
in AAAI 98, The MIT Press, pp. 121-126, july 1998. [BibTeX...]

Benferhat Salem, Dubois D., Lang J., Prade H., Saffiotti A, Smets P,
A general approach for inconsistency handling and merging information in prioritized knowledge bases,
in Proceedings of 6 th Int Conf. Principles of Knowledge Representation and Reasoning KR 98, Morgan Kaufmann, pp. 466-477, june 1998. [BibTeX...]

Benferhat Salem, Dubois D., Garcia L, Prade H.,
Directed possibilistic graphs and possibilistic logic,
in Proceedings of 7 th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems IPMU 98, EDK, pp. 1470-1471, 1998. [BibTeX...]

Benferhat Salem, Sossai C,
Merging uncertain knowledge bases in a possibilistic logic framework,
in Proceedings of 14 th Conference on Uncertainty in Artificial Intelligence UAI 98, Morgan Kaufmann, pp. 8-15, 1998. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
An overview of possibilistic logic and its application to nonmonotonic reasoning and data fusion,
in International Workshop on Computational Intelligence in Data Mining, 1998. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Syntactic combination of uncertain information : Possibilistic approach,
in Qualitative and quantitative practical reasoning Proceedings of the 1 st Inter Joint Conf ECSQARU/FAPR97, D.M. Gabbay et al. (eds) Springer Verlag LNAI 1244, Bad Honnef Germany, pp. 30-42, june 1997. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibilistic and standard probabilistic semantics of Conditional Knowledge,
in Proceedings 14th National conference in Artificial Intelligence AAAI 97, Providence RI, pp. 70-75, 1997. [BibTeX...]

Benferhat Salem, Garcia L,
A Coherence-based Approach to Default Reasoning,
in Proceedings of the First International Joint Conference on Qualitative and Quantitative Practical Reasoning ECSQARU-FAPR 97, Gabbay and al., Bad Honnef, pp. 43-57, 1997. [BibTeX...]

Benferhat Salem, Garcia L,
Dealing with locally-prioritized inconsistent knowledge bases and its application to default reasoning,
in Poster d'une page dans Proc of Poster Session, 1997. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
From linear possibility distributions to a non-infinitesimal probabilistic semantics of conditional knowledge,
in Proceedings of the 1996 Inter. Multidiscoplinary conf. on Intelligent Systems MCIS96 : A Semiotic Perspective, pp. 128-133, october 1996. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Beyond counter-examples to nonmonotonic formalisms : A possibility-theoretic analysis,
in Proceedings of the 12 th Europ.Conf.on Artificial Intelligence ECAI 96, John Wiley and Sons, pp. 652-656, august 1996. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Coping with the limitations of rational inference in the framework of possibility theory,
in Proceedings of the 12 th Conf. on Uncertainty in Artificial Intelligence UAI 96, (E horvitz, F Jensen (eds)) Morgan Kaufmann, pp. 90-97, august 1996. [BibTeX...]

Benferhat Salem, Bannay-dupin De St C F,
Contextual handling of conditional knowledge,
in Proceedings of the 5 th Conf.on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU96, pp. 1369-1374, july 1996. [BibTeX...]

Benferhat Salem, Cayrac D, Dubois D., Prade H.,
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, pp. 929-934, july 1996. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Reasoning in inconsistent stratified knowledge bases,
in Proceedings of the 26 Inter. Symp. on Multiple-valued Logic ISMVL96 (ISMVL96), pp. 184-189, may 1996. [Download] [BibTeX...]

Benferhat Salem, Garcia L,
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, 1996. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibilistic independence and plausible reasoning,
in Proceedings of Foundations and applications of possibility theory FAPT'95, (G. De Cooman et al. editors) World Scientific, pp. 47-63, december 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
A conditional approach to possibilistic abduction,
in Proceedings of the 3 rd Europ. Congress on Intelligent Techniques and Soft Computing EUFIT'95, pp. 64-68, august 1995. [BibTeX...]

Benferhat Salem, Saffiotti A, Smets P,
Belief functions and default reasoning,
in Actes de 11 th International Conference on Uncertainty in Artificial Intelligence UAI'95, P Besnard et S Hanks, Morgan Kaufmann, pp. 19-26, august 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
How to infer from inconsistent beliefs without revising ?,
in Proceedings of the Inter. Joint Conf. on Artificial Intelligence IJCAI 95, pp. 1449-1455, august 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
A local approach to reasoning under inconsistency in stratified knowledge bases,
in Symbolic and Quantitative Approaches to Reasoning and Uncertainty (Proceedings of the europ. conf ESCQARU'95 LNAI 946, Springer, pp. 36-43, july 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Toward qualitative independence,
in Workshop on Epistemic Logic, Partial Logic and Dynamic Logic., june 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibilistic semantics of nonmonotonic consequence relationship,
in Proceedings of the 3 rd Europ. Congress on Intelligent Techniques and Soft Computing EUFIT'95, pp. 55-59, 1995. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Expressing independence in a possibilistic framework and its application to default reasoning,
in Proceedings of the 11th Europ. Conf. on Artificial Intelligence ECAI'94, A.G. Cohn, pp. 150-154, august 1994. [BibTeX...]

Benferhat Salem,
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, july 1994. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibilistic logic : From non-monotonicity to Logic Programming,
in 2nd European Conference on Symbolic and Qualitative Approaches to Reasoning and Uncertainty ECSQARU'93 (édité par M. CLarke, R. Kruse, S. Moral) LNCS 747, Springer, pp. 640-645, november 1993. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Possibility theory for modelling and reasoning with default rules,
in Actes du 15th Linz Seminar on Fuzzy Set Theory Applications of Mathematics to Fuzzy Logic, september 1993. [BibTeX...]

Benferhat Salem, Dubois D., Cayrol C., Lang J., Prade H.,
Inconsistency management and prioritized syntax-based entailment,
in 13th International Joint Conference on Artificial Intelligence IJCAI'93, pp. 640-645, august 1993. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Argumentative inference in uncertain and inconsistent knowledge base,
in the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI'03), Morgan Kaufmann, San Mateo CA, pp. 411-419, july 1993. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
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), Morgan Kaufmann, San Mateo, CA, pp. 673-684, october 1992. [BibTeX...]

International conference paper(s) without proceedings

Tabia Karim, Benferhat Salem, Leray Philippe, Mé Ludovic,
Alert correlation in intrusion detection: Combining AI-based approaches for exploiting security operators' knowledge and preferences.,
in 3rd Workshop on Intelligent Security - Security and Artificial Intelligence (SecArt), july 2011. (dans le cadre d'IJCAI'11) [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Maximum-based merging of incommensurable ranked belief bases,
in First Workshop on Logics and Collective Decision making (LCD'07), march 2007. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Hybrid Possibilistic Networks vs Standard Possibilistic Frameworks ,
in Second International Conference on Machine Intelligence (ACIDCA'05), pp. 317-323, november 2005. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Revising partially ordered beliefs,
in 9th International Worshop on Non-Monotonic Reasoning (NMR'02), pp. 142-149, april 2002. [BibTeX...]

Benamor N, Benferhat Salem, Dubois D., Geffner H, Prade H.,
Independence for Qualitative Uncertain Reasoning,
in Workshop on Conditional Independence Structures and Graphical models, october 1999. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Parallel combination of layered knowledge bases : A possibilistic approach,
in Workshop IJCAI-97 on Belief revision, 1997. [BibTeX...]

National conference paper(s)

Benferhat Salem, Hué Julien, Lagrue Sylvain, Rossit Julien,
Logique Possibiliste à Intervalles,
in Journées Nationales de l'Intelligence Artificielle Fondamentale (IAF'11), june 2011. [BibTeX...]

Yahi Safa, Benferhat Salem, Kenaza Tayeb,
De l'utilisation des logiques de description à la gestion d'incohérences en détection d'intrusion coopérative,
in Sécurité des Systèmes d'Information et les Environnements Collaboratifs (SEC-SY'10 ), 2010. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Analyse du comportement d'opérateurs de fusion basés sur la somme : du cadre commensurable au cadre incommensurable,
in 5èmes journées francophones sur les Modèles Formels de l'Interaction (MFI'09), pp. 47-56, june 2009. [Download] [BibTeX...]

Benferhat Salem, Sedki Karima,
Novelle approche de corrélation d'alertes basée sur les connaissances et préférences d'un opérateur de sécurité,
in 4ième conférence sur la Sécurité des Architecture Réseaux et des Systèmes d'Information (SARSSI'2009), june 2009. [BibTeX...]

Tabia Karim, Benferhat Salem,
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), october 2008. [BibTeX...]

Yahi Safa, Benferhat Salem, Lagrue Sylvain, Sérayet Mariette, Papini Odile,
Une inférence lexicographique à partir de bases de croyances partiellement pré-ordonnées,
in Journées Nationales de l'Intelligence Artificielle Fondamentale (IAF'08), october 2008. [BibTeX...]

Benferhat Salem, Kenaza Tayeb, Mokhtari A.,
Réseaux Bayésiens naïfs pour la détection des attaques,
in 4ièmes Journées Francophones sur les Réseaux Bayésiens (JFRB'08), pp. 177-194, may 2008. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Fusion majoritaire de bases de croyances ordonnées sans commensurabilité des échelles de référence,
in 16ième congrès francophone Reconnaissance des Formes et Intelligence Artificielle (RFIA'08), pp. 54-63, january 2008. [Download] [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Rossit Julien,
Fusion égalitariste de bases de croyances ordonnées incommensurables,
in Rencontres Francophones sur la Logique Floue et ses Applications (LFA'07), Cépaduès Éditions, pp. 251-258, november 2007. [BibTeX...]

Benferhat Salem, Tabia Karim,
Systèmes de détection d'intrusions hybrides Partie I: Intégration d'une approche comportementale,
in First Joint Conference on Security in Network Architectures (SAR) and Security of Information Systems (SSI) (SARSSI'06), june 2006. [BibTeX...]

Benferhat Salem, Le Berre Daniel, Sedki Karima,
La logique du choix qualitatif,
in Rencontres Francophones sur la Logique Floue et ses Applications (LFA'06), Cépadues, 2006. [BibTeX...]

Benferhat Salem, Smaoui Salma,
Représentation hybride des réseaux causaux possibilistes,
in Rencontres francophones sur la logique floue et ses applications (LFA'04), pp. 43 - 50, december 2004. [BibTeX...]

Benferhat Salem, Bonnefon J., Da Silva Neves R,
Une Investigation Expérimentale de l'Approche Possibiliste du Raisonnement Non Monotone,
in Actes du quatorzième Congrés Francophone AFRIF-AFIA sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA-2004), pp. 237-245, january 2004. [BibTeX...]

Benferhat Salem, Khellaf F., Mokhtari A.,
Réseau causal possibiliste basé sur le produit et logique possibiliste quantitative,
in Actes du quatorzième Congrés Francophone AFRIF-AFIA sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA-2004), pp. 113-120, january 2004. [BibTeX...]

Benferhat Salem, El Baida R.,
Gestion des Conflits dans les Systèmes de Contrôles d?accès Basés sur l?Organisation,
in 14ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle (RFIA?04), pp. 1185-1194, january 2004. [BibTeX...]

Benferhat Salem, Lagrue Sylvain, Papini Odile,
Raisonner qualitativement avec des croyances partiellement ordonnées,
in 14ème congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'04), pp. 227-236, january 2004. [BibTeX...]

Benferhat Salem, El Baida R., Cuppens F,
Modélisation des politiques de sécurité dans le cadre de la théorie des possibilités,
in Rencontres Francophones sur la Logique Floue et ses Applications (LFA'02), Cépadues-Editions, pp. 245-252, october 2003. [BibTeX...]

Benferhat Salem, Autrel F., Cuppens F,
Weighted correlations in an intrusion detection process,
in 2ème Rencontre Francophone sur Sécurité et Architecture Réseaux, july 2003. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Représentation bipolaire et modification de préférences en logique possibiliste,
in 13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et d'Intelligence Artificielle RFIA 2002, pp. 955-964, january 2002. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
Un algorithme de propagation pour les réseaux possibilistes basés sur le conditionnement ordinal,
in , pp. 339-348, january 2002. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Modification possibiliste de connaissances et de préférences,
in Journées Nationales sur les modèles de raisonnement JNMR'01, pp. 93-108, may 2001. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Codage des opérateurs de fusion classiques en logique possibiliste,
in Workshop sur agrégation et fusion de données, april 2000. [BibTeX...]

Benamor N, Benferhat Salem, Dubois D., Geffner H, Prade H.,
Une approche qualitative de l'indépendance pour le raisonnement de l'incertain,
in , pp. 505-514, february 2000. [Download] [BibTeX...]

Benferhat Salem, Dubois Didier, Lagrue Sylvain, Prade Henri,
Vers l'apprentissage de règles tolérant les exceptions avec des probabilités à grandes marches,
in Rencontres francophones sur la logique floue et ses applications (LFA'2000), Cépaduès Éditions, pp. 317-324, 2000. [BibTeX...]

Benferhat Salem, Dubois D., Kaci Souhila, Prade H.,
Codage de la fusion classique d'informations en logique possibiliste,
in Rencontres francophones sur la logique floue et ses applications LFA'2000, pp. 131-138, 2000. [BibTeX...]

Benferhat Salem, Konieczny Sébastien, Papini Odile, Pino Perez Ramon,
Révision itérée basée sur la primauté forte des observations,
in 1ères Journées Nationales sur les Modèles de Raisonnement (JNMR'99), march 1999. [Download] [BibTeX...]

Benferhat Salem, Garcia L,
Traitement de bases de connaissances incohérentes localement stratifiées et application au raisonnement tolérant les exceptions,
in Actes du 11ème congrès Reconnaissance des Formes et Intelligence Artificielle RFIA'98, pp. 235-244, january 1998. [BibTeX...]

Benferhat Salem, Garcia L, Dubois D., Prade H.,
Réseaux possibilistes orientés et logique possibiliste,
in Actes du 11ème congrès Reconnaissance des Formes et Intelligence Artificielle RFIA'98, pp. 235-244, january 1998. [BibTeX...]

Benferhat Salem, Besnard P, Cholvy L, Demolombe R, Dubois D., Gasquet O, Golmard J., Herzig A., Marquis Pierre, Moinard Y, Prade H., Schwind C,
(groupe LSD) : Lois, structures et dépendances,
in Actes des 6èmes journées nationales du PRC-GDR Intelligence Artificielle (S. Pesty, P. Siegel, eds), Hermès Paris, pp. 145-160, march 1997. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Gestion d'informations contradictoires dans les systèmes à base de connaissances,
in Proceedings of the 4th Magrebian Conf. on Software Engineering and Artificial Intelligence MCSEAI'96, pp. 235-246, april 1996. [BibTeX...]

Benferhat Salem,
Traitement possibiliste des règles avec exceptions,
in Actes de quatrième Journées Nationales sur les Applications des Ensembles Flous LFA'95, pp. 173-182, december 1994. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Inférence argumentée dans des bases de connaissances incertaines et inconsistantes,
in Actes du 9ème congrès Reconnaissance des Formes et Intelligence Artificielle RFIA'94, pp. 495-506, january 1994. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Inférence argumentée dans les bases de connaissances inconsistantes et stratifiées,
in 9ème Congrès Reconnaissance des Formes et Intelligence Artificielle RFIA'94, pp. 495-506, 1994. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Représentation des connaissances conditionnelles,
in Proceedings of the 3rd Maghrebian Conf. on Software Engineering and Artificial Intelligence MCSEAI'94, pp. 79-88, 1994. [BibTeX...]

Benferhat Salem, Lang J.,
Logique Possibiliste et application au raisonnement hypothétique,
in Actes des deuxièmes Journées Nationales sur les Applications des Ensembles Flous LFA'92, pp. 57-64, november 1992. [BibTeX...]

Proceedings

Benferhat Salem,
Special issue: Logics of uncertainty,
in International Journal of Annals of Mathematics and Artificial Intelligence (AMAI), Springer(Eds.), 2013. (publié en ligne en mai 2013) [BibTeX...]

Benferhat Salem, Leray Philippe,
International Journal of Approximate Reasoning (IJAR),
in International Journal of Approximate Reasoning (IJAR), Elsevier, 2013. (special issue on uncertainty in databases and artificial intelligence) [BibTeX...]

Benferhat Salem, Grant John,
Scalable Uncertainty Management - 5th International Conference,
Benferhat and Grant(Eds.), Springer, october 2011. [BibTeX...]

Benferhat Salem,
Actes des Rencontres francophones Sur la Logique Floue Et ses Applications,
in (LFA 2008), Salem Benferhat(Eds.), Cépadues, october 2008. (416 pages) [BibTeX...]

Benferhat Salem, Kern-Isberner Gabriele,
International Journal of Approximate Reasoning (IJAR),
in International Journal of Approximate Reasoning (IJAR), Elsevier, august 2008. (special issue on nonmonotonic and uncertain reasoning) [BibTeX...]

Benferhat Salem,
Modèles graphiques non probabilistes : numéro spécial RIA,
in Revue d'intelligence artificielle (RIA), VOL 21/4 , Hermès, september 2007. [BibTeX...]

Benferhat Salem, Teng C.-M.,
Uncertain Reasoning,
in International Journal of Intelligent Systems (special issue), Wiley, august 2004. [BibTeX...]

Benferhat Salem, Giunchiglia E.,
Nonmonotonic Reasoning,
in Artificial Intelligence, Elsevier, august 2004. [BibTeX...]

Benferhat Salem, Prade H.,
Uncertainty in nonmonotonic frameworks,
in Annals of Mathematics and Artificial Intelligence, march 2002. [BibTeX...]

Benferhat Salem, Besnard P,
Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
in Journal of Applied Non-Classical Logics, Hermes, 2002. [BibTeX...]

Benferhat Salem, Besnard P,
6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
in 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'01), Springer, september 2001. [BibTeX...]

Xiang Y., Benferhat Salem,
Uncertain Reasoning in Flairs 2002,
in International Journal of Approximate Reasoning, Elsevier, august 1993. [BibTeX...]

Book chapter(s)

Jenhani ilyes, Benferhat Salem, Elouadi zied,
Possibilistic Similarity Measures,
in Foundations of Reasoning under Uncertainty, vol. 249, pp. 99-123, Springer, january 2010. [BibTeX...]

Benamor N, Benferhat Salem, Mellouli K,
Qualitative possibilistic independence based on plausibility relations,
in Technologies for constructing Intelligent Systems 2 (Bouchon-Meunier B et Col), vol. 90, chapter , pp. 31-44, Physica-Verlag, 2002. [Download] [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
A computational model for belief change and fusing ordered belief bases,
in Frontiers of Belief Revision, pp. 109-134, Kluwer Academic Publishers(Eds.), H.Rott and M.Williams (eds)), 2001. [BibTeX...]

Benferhat Salem, Dubois D., Fargier H., Prade H., Sabbadin R.,
Decision, Non-monotonicreasoning, possibilistic logic : An introductory survey of recent results,
in Logic-Based Artificial Intelligence, pp. 333-358, J. Minker (eds) Kluwer, 2000. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
An overview of possibilistic logic and its application to nonmonotonic reasoning and data fusion,
in Computational Intelligence in Data Mining (RICCIA et al.,(eds)), Springer, New York, 2000. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Fusion de Connaissances ou de Préférences en Intelligence Artificielle,
in Le temps, l'espace et l'évolution (H Prade, R Jeansoulin, C Garbay eds), vol. Tom, pp. 243-257, Cepadues-éditions, 2000. [BibTeX...]

Benferhat Salem, Dubois D., Garcia L, Prade H.,
Directed possibilistic graphs and possibilistic logic,
in Information, Uncertainty and Fusion, (B.Bouchon-Meunier, R.Yager, L.A.Zadeh (eds)), pp. 365-379, Kluwer Academic, 1999. [BibTeX...]

Benferhat Salem, Farreny H, Prade H.,
Possibilistic rule-based inference : a case study in financial analysis,
in Soft Computing in Financial Engineering (RR. Ribeiro, R.R Yager, H-J. Zimmermann, and J.Kacprzyk, Editors), pp. 301-319, Springer Verlag group (Physica Verlag, Heidelberg), 1999. [BibTeX...]

Benferhat Salem, Chehire T, Monai F.,
Possibilistic ATMS in a Data Fusion Problem,
in Fuzzy Set Methods in Information Engineering : A Guided Tour of Applications (Dubois et al.(eds)), pp. 417-435, John Wiley and Sons INC, 1998. [BibTeX...]

Benferhat Salem, Garcia L,
A local handling of inconsistent knowledge and default bases,
in Applications of Uncertainty Formalisms (Hunter.and Parsons.(eds)), pp. 323-353, Springer, 1998. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
Some syntactic approaches to the handling of inconsistent knowledge bases : A comparative study. Part 2 : the prioritized case,
in Logic at work (Ewa Orlowska, (eds)), vol. 24, pp. 473-511, Physica-Verlag, Heidelberg, 1998. [Download] [BibTeX...]

Benferhat Salem,
Infinitesimal theories of uncertainty fot plausible reasoning,
in Handbook of Defeasible Reasoning and Uncertainty Management Systems (édité par Dov Gabbay et Philippe Smets), vol. 1 Q, pp. 303-356, Kluwer Academic Publishers, 1998. [BibTeX...]

Benferhat Salem,
Handling both hard rules and default rules in possibilistic logic,
in Advances in Intelligent Computing, LNCS 945 (B Bouchon-Meunier et al. (eds)), pp. 302-310, Springer, 1998. [BibTeX...]

Benferhat Salem, Dubois D., Prade H.,
From semantic to syntactic approaches to Information combination in possibilistic logic,
in Aggregation and Fusion of Imperfect Information, Studies in Fuzziness and Soft Computing (B. Bouchon-Meunier (eds)), pp. 141-151, Physica Verlag, 1997. [BibTeX...]

Habilitation(s) à Diriger des Recherches

Benferhat Salem,
Evolution des croyances et raisonnement plausible - Modèles qualitatifs -,
Habilitation à Diriger des Recherches, december 2000. [BibTeX...]

PhD thesis

Benferhat Salem,
Raisonnement non-monotone et traitement de l'inconsistance en logique possibiliste.,
PhD Thesis, february 1994. [BibTeX...]