Publications

Article(s) de revue(s) internationale(s)

2017 Abdelmoutia Telli, Salem Benferhat, Mustapha Bourahla, Zied Bouraoui, Karim Tabia, Polynomial Algorithms for Computing a Single Preferred Assertional-Based Repair in Künstliche Intelligenz (KI),vol. 31, n° 1, pp. 15-30, mars 2017.

2017 Salem Benferhat, Zied Bouraoui, Odile Papini, Éric Würbel, Prioritized assertional-based removed sets revision of DL-Lite belief in Ann. Math. Artif. Intell.,2017.

2017 Salem Benferhat, Zied Bouraoui, Min-based possibilistic DL-Lite in Journal of Logic and Computation (JLC),2017.

2014 Salem Benferhat, Sylvain Lagrue, Julien Rossit, 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, decembre 2014. [Download]

2013 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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)

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

2013 Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia, Habiba Drias, 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.

2012 Salem Benferhat, Karim Tabia, 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, mars 2012.

2011 Salem Benferhat, Karim Tabia, Karima Sedki, 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.

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

2011 Salem Benferhat, Karima Sedki, 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.

2010 Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams, 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.

2010 Tayeb Kenaza, Karim Tabia, Salem Benferhat, 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.

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

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

2009 Salem Benferhat, Karim Tabia, 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, decembre 2009.

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

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

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

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

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

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

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

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

2005 Salem Benferhat, F. Khellaf, A. Mokhtari, 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, octobre 2005.

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

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

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

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

2004 G. Brewka, Salem Benferhat, Daniel Le Berre, Qualitative Choice Logic in Artificial Intelligence,vol. 157, n° 1-2, pp. 203-237, août 2004.

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

2004 Salem Benferhat, Souhila Kaci, Daniel Le Berre, Mary-Anne Williams, Weakening conflicting information for iterated revision and knowledge integration in Artificial Intelligence,vol. 153, pp. 339-371, mars 2004.

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

2003 Nahla Ben Amor, Salem Benferhat, K Mellouli, Anytime Propagation Algorithm for Min-based Possibilistic Graphs. Soft Computing, A fusion of foundations, methodologies and applications. Springer-Verlag in Soft Computing - A Fusion of Foundations, Methodologies and Applications,vol. 8, pp. 150-161, 2003.

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

2003 Salem Benferhat, Didier Dubois, Sylvain Lagrue, Henri Prade, A big-stepped probability approach for discovering default rules in International Journal of Uncertainty, Fuzziness and Knowledge-Based systems,vol. 11, World Scientific, pp. 1-14, septembre 2003.

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

2002 N Benamor, Salem Benferhat, Didier Dubois, K Mellouli, H. Prade, A theorical framework for possibilistic independence in weakly ordered setting in International Journal of Uncertainty Fuzziness and Knowledge-based Systems,vol. 10, n° 2, 2002.

2002 Salem Benferhat, Didier Dubois, Sylvain Lagrue, Odile Papini, Making revision reversible: an approach based on polynomials in Fundamentae Informatica,vol. 53, n° 3,4, IOS Press, pp. 251-280, decembre 2002.

2002 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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.

2002 Salem Benferhat, Didier Dubois, L Garcia, H. Prade, 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.

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

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

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

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

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

2001 A Appriou, A Ayoun, Salem Benferhat, Philippe Besnard, Isabelle Bloch, Laurence Cholvy, R Cooke, F Cuppens, Didier Dubois, Hélène Fargier, M Grabisch, Antony Hunter, R Kruse, J. Lang, S Moral, H. Prade, P Smets, C Sossai, A Saffiotti, Fusion : general concepts and characteristics in International Journal of Intelligent Systems,vol. 16, n° 10, pp. 1107-1134, octobre 2001.

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

1999 Salem Benferhat, Didier Dubois, H. Prade, 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.

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

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

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

1997 Salem Benferhat, Didier Dubois, H. Prade, 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.

Article(s) de conférence(s) internationale(s)

2017 Salem Benferhat, Zied Bouraoui, Ma Thi Chau, Sylvain Lagrue, A Polynomial Algorithm For Merging Lightweight Ontologies In Possibility Theory Under Incommensurability Assumption in the 9th International Conference on Agents and Artificial Intelligence (ICAART 2017),SciTePress, pp. 415-422, février 2017.

2016 Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnie, Odile Papini, Swan Rocher, Karim Tabia, A General Modifier-Based Framework for Inconsistency-Tolerant Query Answering in 15th International Conference on Principles of Knowledge Representation and Reasoning (KR’16),2016.

2016 Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Odile Papini, Karim Tabia, Non-Objection Inference for Inconsistency-Tolerant Query Answering in 25th International Joint Conference on Artificial Intelligence (IJCAI’16),2016.

2016 Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnie, Odile Papini, Swan Rocher, Karim Tabia, Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis in 15th European Conference on Logics in Artificial Intelligence (JELIA’16),2016.

2016 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Set-Valued Conditioning in a Possibility Theory Setting in 22th European Conference on Artificial Intelligence (ECAI’16),IOS Press, pp. 604-612, août 2016.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models in 13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’15),Springer, pp. 279-289, juillet 2015.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, Probability-Possibility Transformations: Application to Credal Networks in 9th International Conference on Scalable Uncertainty Management (SUM’15),Springer, pp. 203-219, septembre 2015.

2015 Salem Benferhat, Zied Bouraoui, Karim Tabia, Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases in Twenty-Eighth International Florida Artificial Intelligence Research Society Conference (FLAIRS’15),2015.

2015 Salem Benferhat, Zied Bouraoui, Karim Tabia, How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? in 24th International Joint Conference on Artificial Intelligence (IJCAI’15),2015.

2015 Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, Julien Rossit, Merging Incommensurable Possibilistic DL-Lite Assertional Bases in Joint Ontology Workshops (JOWO@IJCAI 2015),2015.

2015 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Compatible-Based Conditioning in Interval-Based Possibilistic Logic in 24th International Joint Conference on Artificial Intelligence (IJCAI’15),AAAI Press, pp. 2777-2783, juillet 2015.

2014 Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, Julien Rossit, 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)

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Éric Würbel, Assertional-based Removed Set Revision of DL-LiteR Belief Bases in International Symposium on Artificial Intelligence and Mathematics (ISAIM’14),2014.

2014 Salem Benferhat, Sylvain Lagrue, Karim Tabia, Interval-Based Possibilistic Networks in Proceedings of the 8th International Conference on Scalable Uncertainty Management,Springer, pp. 37-50, 2014. (Lecture Notes in Computer Science)

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

2014 Salem Benferhat, Zied Bouraoui, Karim Tabia, On the Revision of Prioritized DL-Lite Knowledge Bases in Scalable Uncertainty Management 2014 (SUM 2014),2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Éric Würbel, Assertional-based Prioritized Removed Sets Revision of DL-LiteR Knowledge Bases in ECAI 2014 - 21st European Conference on Artificial Intelligence (ECAI’14),2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Éric Würbel, A Prioritized Assertional-Based Revision for DL-Lite Knowledge Bases in 14th European Conference on Logics in Artificial Intelligence (JELIA’14),2014.

2013 Salem Benferhat, C?lia da Costa Pereira, Andrea Tettamanzi, 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, août 2013.

2013 Salem Benferhat, Zied Bouraoui, Possibilistic DL-Lite in 7th International Conference on Scalable Uncertainty Management (SUM’13),2013.

2013 Salem Benferhat, Zied Bouraoui, Zied Loukil, Min-Based Fusion of Possibilistic DL-Lite Knowledge Bases in 2013 IEEE/WIC/ACM International Conferences on Web Intelligence (WI 2013),2013.

2013 Salem Benferhat, Faza Khellaf Haned, Ismahane Zeddigha, 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, septembre 2013.

2013 Salem Benferhat, Jérôme Delobelle, Karim Tabia, Three-valued possibilistic networks: Semantics & inference in 25th International Conference on Tools with Artificial Intelligence (ICTAI’13),IEEE Computer Society, pp. 38-45, juillet 2013. [Download]

2013 Imen Boukhris, Salem Benferhat, zied Elouadi, 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, juillet 2013.

2013 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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),juillet 2013.

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

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

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

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

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

2012 Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia, 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, novembre 2012.

2012 Jianbing Ma, Salem Benferhat, Weiru Liu, 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.

2012 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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.

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

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

2012 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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.

2011 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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, juin 2011.

2011 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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, novembre 2011.

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

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

2011 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, 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, août 2011.

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

2011 Karim Tabia, Salem Benferhat, Philippe Leray , Ludovic Mé , 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),juillet 2011. (dans le cadre d’IJCAI’11)

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

2011 Salem Benferhat, Khalid Bourriche, Mohamed Ouzarf, 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, decembre 2011.

2010 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, rolf Haenni, Compiling Possibilistic Networks : Alternative Approaches to Possibilistic Inference in 26th Conference on Uncertainty in Artificial Intelligence (UAI’10),pp. 40-47, juillet 2010.

2010 Salem Benferhat, Karim Tabia, 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, mai 2010.

2010 Salem Benferhat, Karim Tabia, 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.

2010 Salem Benferhat, Karim Tabia, 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, septembre 2010.

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

2010 Jianbing Ma, Weiru Liu, Salem Benferhat, 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, juillet 2010.

2010 Salem Benferhat, 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, septembre 2010.

2009 Salem Benferhat, Karim Tabia, 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, juillet 2009.

2009 Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams, 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, septembre 2009.

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

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

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

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

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

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

2009 Salem Benferhat, Safa Yahi, 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.

2009 ilyes Jenhani, Salem Benferhat, zied Elouadi, 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, juillet 2009.

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

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

2008 Salem Benferhat, Karim Tabia, 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, juillet 2008.

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

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

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

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

2008 Salem Benferhat, Karim Tabia, 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)

2008 Salem Benferhat, Karim Tabia, 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, vol. 278, pp. 729-733, 2008.

2008 Salem Benferhat, Karim Tabia, 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, octobre 2008.

2008 ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zied Elouedi, 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, février 2008.

2008 ilyes Jenhani, Salem Benferhat, Zied Elouedi, 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, juin 2008.

2008 Salem Benferhat, Salma Smaoui, 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, octobre 2008.

2008 Karim Tabia, Salem Benferhat, Yassine Djouadi, 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, octobre 2008.

2008 Salem Benferhat, Jean-François Bonnefon, Philippe Chassy, Rui Da Silva Neves, Didier Dubois, Florence Dupin de Saint-Cyr, Daniel Kayser, Farid Nouioua, Sara Nouioua-Boutouhami, Henri Prade, Salma Smaoui, 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, octobre 2008.

2008 Safa Yahi, Salem Benferhat, Sylvain Lagrue, Mariette Sérayet, Odile Papini, 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, septembre 2008.

2008 Karim Tabia, Salem Benferhat, 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.

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

2007 Salem Benferhat, Salma Smaoui, 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, juillet 2007.

2007 Salem Benferhat, Sylvain Lagrue, Julien Rossit, 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, juillet 2007.

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

2007 Salem Benferhat, Safa Yahi, Habiba Drias, 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, janvier 2007.

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

2007 Salem Benferhat, Salma Smaoui, 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, mai 2007.

2007 Salem Benferhat, F. Khellaf, A. Mokhtari, 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, juillet 2007.

2007 ilyes Jenhani, N Benamor, Zied Elouedi, Salem Benferhat, K Mellouli, 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, octobre 2007.

2007 Salem Benferhat, Causality and Dynamics of Beliefs in Qualitative in (ECSQARU’07),Lecture Notes in Computer Science, Springer, pp. 2-3, octobre 2007. (Conférencier Invité)

2007 Salem Benferhat, Karima Sedki, 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, octobre 2007.

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

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

2007 Salem Benferhat, Karima Sedki, 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, juillet 2007.

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

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

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

2006 Salem Benferhat, R. El Baida, 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.

2006 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, 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, juillet 2006.

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

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

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

2005 Salem Benferhat, Karim Tabia, On the Combination of Naive Bayes and Decision Trees for Intrusion Detection in International Conference on Computational Intelligence (CIMCA’05),IEEE, vol. 1, pp. 211-216, novembre 2005.

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

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

2005 Salem Benferhat, Salma Smaoui, 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, juillet 2005.

2005 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Towards a Definition of Evaluation Criteria for Probabilistic Classifiers in Procs. of the 8th European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’05), LNAI 3571, Springer Verlag, pp. 921-931, juillet 2005.

2005 Salem Benferhat, Sylvain Lagrue, Odile Papini, Revision of Partially Ordered Information : Axiomatization, Semantics and Iteration in Proc. of the 9th Int. Joint Conf. on Artificial Intelligence (IJCAI-2005),Professional Book Center, pp. 376-381, août 2005.

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

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

2004 Salem Benferhat, Jean-François Bonnefon, Rui Da Silva Neves, 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, juin 2004.

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

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

2004 Salem Benferhat, R. El Baida, 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, novembre 2004.

2004 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Réseaux Bayésiens Naifs et Arbres de Décision dans les Systèmes de Détection d’Intrusions in Actes du quatorzième Congrés Francophone AFRIF-AFIA sur la Reconnaissance des Formes et l’Intelligence Artificielle (RFIA-2004),pp. 1175-1184, janvier 2004.

2004 J. Bennaim, Salem Benferhat, Odile Papini, Éric Würbel, 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, septembre 2004.

2004 N Benamor, Salem Benferhat, Zied Elouedi, Naive Bayes vs Decision Trees in Intrusion Detection Systems in 19th ACM Symposium on Applied Computing (SAC 2004),ACM, pp. 420-424, mars 2004.

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

2004 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Qualitative Classifications with Possibilistic Decision Trees in Proceedings of the Tenth International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2004),vol. 2, pp. 881-887, juillet 2004.

2004 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Qualitative classification and evaluation in possibilistic decision trees in Proc.of the 14th IEEE International Conference on Fuzzy Systems (IEEE 2004),IEEE, vol. 2, pp. 653- 657, juillet 2004.

2004 Salem Benferhat, G. Brewka, Daniel Le Berre, 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),vol. 2, pp. 951-957, juillet 2004.

2003 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Naive Bayesian Networks in Intrusion Detection Systems in Workshop ECML03 (The 14th European Conference on Machine Learning) on Probabilistic Graphical Models for Classification,septembre 2003.

2003 A. Abou El Kalam, R. El Baida, Philippe Balbiani, Salem Benferhat, F Cuppens, Y. Deswarte, A. Miège, C. Saurel, G. Trouessin, 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, juin 2003.

2003 F Cuppens, Y. Deswarte, A. Miège, C. Saurel, G. Trouessin, A. Abou El Kalam, R. El Baida, Philippe Balbiani, Salem Benferhat, 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, janvier 2003.

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

2003 Salem Benferhat, R. El Baida, F Cuppens, 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, juin 2003.

2003 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, K Mellouli, Decision trees and qualitative possibilistic inference: application to the intrusion detection problem in Proceedings of the 7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2003),LNAI 2711, Springer Verlag, pp. 419-431, juillet 2003.

2003 Salem Benferhat, F. Autrel, F Cuppens, 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, septembre 2003.

2003 Salem Benferhat, Sylvain Lagrue, Odile Papini, A possibilistic handling of partially ordered information in Proc. of (UAI’03),Morgan Kaufmann Publishers, pp. 29-36, août 2003.

2003 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, F Cuppens, Decision trees and qualitative inference for intrusion detection systems in Proc. of 10th Ifsa World Congress IFSA’03,pp. 191-194, juin 2003.

2002 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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, juillet 2002.

2002 Salem Benferhat, Sylvain Lagrue, Odile Papini, Revising partially ordered beliefs in Proc of the 9th International Workshop on Non Monotonic Reasoning NMR’2002,pp. 142-149, avril 2002.

2002 G. Brewka, Salem Benferhat, Daniel Le Berre, Qualitative Choice Logic in Proceedings of the 8th International Conference on Principles of Knowledge Representation and Reasoning (KR’02),Morgan Kaufmann Publishers, Inc., pp. 158-169, avril 2002.

2002 N Benamor, Salem Benferhat, K Mellouli, Anytime possibilistic propagation algorithm in Proceedings of the first International Conference : Computing in an Imperfect World, Soft-Ware 2002,Springer, pp. 263-279, avril 2002.

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

2002 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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, avril 2002.

2002 Salem Benferhat, M Boughanem, C Chrisment, H. Prade, 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, juillet 2002.

2002 Salem Benferhat, Sylvain Lagrue, Odile Papini, Reasoning with partially ordered information in a possibilistic logic framework in Proceedings of the Ninth International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems IPMU’02,pp. 1047-1052, juillet 2002.

2002 Salem Benferhat, Didier Dubois, Sylvain Lagrue, Henri Prade, 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, juillet 2002.

2002 Salem Benferhat, Souhila Kaci, 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, mai 2002.

2002 Salem Benferhat, Jean-François Bonnefon, Rui Da Silva Neves, 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,juillet 2002.

2001 Salem Benferhat, Souhila Kaci, Daniel Le Berre, Mary-Anne Williams, Weakening conflicting information for iterated revision and knowledge integration in Proceedings of the (IJCAI’01),Morgan Kaufmann Publishers, Inc., pp. 109-115, août 2001.

2001 N Benamor, Salem Benferhat, K Mellouli, Some issues on the coherence of min-based possibilistic causal Networks in Proceedings Joint 9th IFSA Congress and 20 th NAFIPS International Conference,IEEE Operations Center, pp. 604-609, 2001.

2001 N Benamor, Salem Benferhat, K Mellouli, A two-steps algorithm for min-based possibilistic causal networks in Proceedings of the 6 th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty ECSQARU 2001 LNCS 2143,Springer, pp. 266-277, 2001.

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

2001 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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.

2001 Salem Benferhat, Souhila Kaci, 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, juillet 2001.

2001 Salem Benferhat, Didier Dubois, Sylvain Lagrue, Henri Prade, 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.

2000 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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,avril 2000.

2000 Salem Benferhat, Souhila Kaci, 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, juillet 2000.

2000 N Benamor, Salem Benferhat, Didier Dubois, Hector Geffner, H. Prade, Independence in Qualitative Uncertainty Frameworks in Proc. of Seventh International Conference on Principles of Knowledge Representation and Reasoning KR 2000,Morgan Kaufmann, pp. 235-246, avril 2000.

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

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

2000 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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, août 2000.

2000 N Benamor, Salem Benferhat, K Mellouli, Possibilistic Independence vs Qualitative Independence in 8th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference IPMU 2000,pp. 349-346, juillet 2000.

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

1999 Salem Benferhat, Didier Dubois, H. Prade, Mary-Anne Williams, 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.

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

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

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

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

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

1999 N Benamor, Salem Benferhat, Didier Dubois, Hector Geffner, H. Prade, Independence for Qualitative Uncertain Reasoning in Workshop on Conditional Independence Structures and Graphical models,octobre 1999.

1998 Salem Benferhat, C Sossai, 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.

1998 Salem Benferhat, Didier Dubois, L Garcia, H. Prade, 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.

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

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

1998 Salem Benferhat, Didier Dubois, J. Lang, H. Prade, A Saffiotti, P Smets, 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, juin 1998.

1997 Salem Benferhat, L Garcia, 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.

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

1997 Salem Benferhat, Didier Dubois, H. Prade, 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, juin 1997.

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

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

1996 Salem Benferhat, D Cayrac, Didier Dubois, H. Prade, 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, juillet 1996.

1996 Salem Benferhat, Didier Dubois, H. Prade, 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,vol. 1 Th, pp. 128-133, octobre 1996.

1996 Salem Benferhat, Didier Dubois, H. Prade, 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, août 1996.

1996 Salem Benferhat, F Bannay-dupin De St C, Contextual handling of conditional knowledge in Proceedings of the 5 th Conf.on Information Processing and Management of Uncertainty in Knowledge-Based Systems IPMU96,vol. 3, pp. 1369-1374, juillet 1996.

1996 Salem Benferhat, Didier Dubois, H. Prade, Reasoning in inconsistent stratified knowledge bases in Proceedings of the 26 Inter. Symp. on Multiple-valued Logic ISMVL96 (ISMVL96),pp. 184-189, mai 1996.

1996 Salem Benferhat, Didier Dubois, H. Prade, 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, août 1996.

1996 Salem Benferhat, L Garcia, 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.

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

1995 Salem Benferhat, Didier Dubois, H. Prade, 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, août 1995.

1995 Salem Benferhat, Didier Dubois, H. Prade, Possibilistic independence and plausible reasoning in Proceedings of Foundations and applications of possibility theory FAPT’95,(G. De Cooman et al. editors) World Scientific, vol. 8 In, pp. 47-63, decembre 1995.

1995 Salem Benferhat, Didier Dubois, H. Prade, Toward qualitative independence in Workshop on Epistemic Logic, Partial Logic and Dynamic Logic.,juin 1995.

1995 Salem Benferhat, A Saffiotti, P Smets, 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, août 1995.

1995 Salem Benferhat, Didier Dubois, H. Prade, 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.

1995 Salem Benferhat, Didier Dubois, H. Prade, 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, juillet 1995.

1994 Salem Benferhat, Didier Dubois, H. Prade, 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, août 1994.

1994 Salem Benferhat, 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,juillet 1994.

1993 Salem Benferhat, Didier Dubois, C. Cayrol, J. Lang, H. Prade, Inconsistency management and prioritized syntax-based entailment in 13th International Joint Conference on Artificial Intelligence IJCAI’93,pp. 640-645, août 1993.

1993 Salem Benferhat, Didier Dubois, H. Prade, Argumentative inference in uncertain and inconsistent knowledge base in 9th International Conference on Uncertainty in Artificial Intelligence UAI’93 (édité par D. Hackermann et A. Mamdani),Morgan Kaufmann, San Mateo CA, pp. 411-419, juillet 1993.

1993 Salem Benferhat, Didier Dubois, H. Prade, 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,septembre 1993.

1993 Salem Benferhat, Didier Dubois, H. Prade, 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, vol. Lect, pp. 640-645, novembre 1993.

1992 Salem Benferhat, Didier Dubois, H. Prade, 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, octobre 1992.

Article(s) de revue(s) nationale(s)

2012 Salem Benferhat, Safa Yahi, 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.

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

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

2006 Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Réseaux bayésiens naïfs et arbres de décision in Journal Technique et Science Informatiques,vol. 25, n° 2, pp. 167-196, 2006.

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

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

1995 Salem Benferhat, Didier Dubois, H. Prade, 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.

Article(s) de conférence(s) nationale(s)

2017 Salem Benferhat, Amélie Levray, Karim Tabia, Approximation de l?inférence MAP via les transformations probabilistes-possibilistes in Actes des 11es Journées d?Intelligence Artificielle Fondamentale (JIAF’2017),juillet 2017.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, Transformations probabilistes-possibilistes: conditionnement, inférence et modèles graphiques in 9èmes Journées d’Intelligence Artificielle Fondamentale (JIAF’15),juin 2015.

2015 Salem Benferhat, Amélie Levray, Karim Tabia, Conditionnement en logique possibiliste à intervalles in 24ème Conférence sur la Logique Floue et ses Applications (LFA’15),novembre 2015.

2011 Salem Benferhat, Julien Hué, Sylvain Lagrue, Julien Rossit, Logique Possibiliste à Intervalles in Journées Nationales de l’Intelligence Artificielle Fondamentale (IAF’11),juin 2011.

2010 Safa Yahi, Salem Benferhat, Tayeb Kenaza, 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.

2009 Salem Benferhat, Sylvain Lagrue, Julien Rossit, 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, juin 2009.

2009 Salem Benferhat, Karima Sedki, 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),juin 2009.

2008 Salem Benferhat, Sylvain Lagrue, Julien Rossit, 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, janvier 2008.

2008 Karim Tabia, Salem Benferhat, 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),octobre 2008.

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

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

2007 Salem Benferhat, Sylvain Lagrue, Julien Rossit, Fusion égalitariste de bases de croyances ordonnées incommensurables in Actes des Rencontres Francophones sur la Logique Floue et ses Applications,Cépaduès Éditions, pp. 251-258, novembre 2007.

2006 Salem Benferhat, Karim Tabia, 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),juin 2006.

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

2004 Salem Benferhat, Jean-François Bonnefon, Rui Da Silva Neves, 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),vol. 1, pp. 237-245, janvier 2004.

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

2004 Salem Benferhat, F. Khellaf, A. Mokhtari, 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),vol. 1, pp. 113-120, janvier 2004.

2004 Salem Benferhat, Sylvain Lagrue, Odile Papini, Raisonner qualitativement avec des croyances partiellement ordonnées in Actes du quatorzième Congrés Francophone AFRIF-AFIA sur la Reconnaissance des Formes et l’Intelligence Artificielle (RFIA-2004),vol. 1, pp. 227-236, janvier 2004.

2004 Salem Benferhat, R. El Baida, 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),vol. 3, pp. 1185-1194, janvier 2004.

2003 Salem Benferhat, R. El Baida, F Cuppens, 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, octobre 2003.

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

2002 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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, janvier 2002.

2002 N Benamor, Salem Benferhat, K Mellouli, Un algorithme de propagation pour les réseaux possibilistes basés sur le conditionnement ordinal in 13ème congrès francophone AFRIF-AFIA de Reconnaissance des Formes et d’Intelligence Artificielle RFIA 2002,pp. 339-348, janvier 2002.

2001 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, Modification possibiliste de connaissances et de préférences in Journées Nationales sur les modèles de raisonnement JNMR’01,pp. 93-108, mai 2001.

2000 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, Codage des opérateurs de fusion classiques en logique possibiliste in Workshop sur agrégation et fusion de données,avril 2000.

2000 Salem Benferhat, Didier Dubois, Souhila Kaci, H. Prade, 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.

2000 Salem Benferhat, Didier Dubois, Sylvain Lagrue, Henri Prade, 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.

2000 N Benamor, Salem Benferhat, Didier Dubois, Hector Geffner, H. Prade, Une approche qualitative de l’indépendance pour le raisonnement de l’incertain in 12ème congrés francophone AFRIF-AFIA, RFIA’2000,pp. 505-514, février 2000.

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

1998 Salem Benferhat, L Garcia, 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, janvier 1998.

1998 Salem Benferhat, L Garcia, Didier Dubois, H. Prade, Réseaux possibilistes orientés et logique possibiliste in Actes du 11ème congrès Reconnaissance des Formes et Intelligence Artificielle RFIA’98,pp. 235-244, janvier 1998.

1997 Salem Benferhat, Philippe Besnard, Laurence Cholvy, R Demolombe, Didier Dubois, O Gasquet, J. Golmard, Andreas Herzig, Pierre Marquis, Y Moinard, H. Prade, C Schwind, (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, mars 1997.

1996 Salem Benferhat, Didier Dubois, H. Prade, 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, avril 1996.

1994 Salem Benferhat, Didier Dubois, H. Prade, 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, janvier 1994.

1994 Salem Benferhat, Didier Dubois, H. Prade, 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.

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

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

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

Actes de conférence(s)

2017 Salem Benferhat, Karim Tabia, Moonis Ali, Advances in Artificial Intelligence: From Theory to Practice Salem Benferhat and Karim Tabia and Moonis Ali (Eds.), Springer, juin 2017.

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

2013 Salem Benferhat, Special issue: Logics of uncertainty Springer (Eds.), 2013. (publié en ligne en mai 2013)

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

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

2008 Salem Benferhat, Actes des Rencontres francophones Sur la Logique Floue Et ses Applications Salem Benferhat (Eds.), Cépadues, octobre 2008. (416 pages)

2007 Salem Benferhat, Modèles graphiques non probabilistes : numéro spécial RIA VOL 21/4 , Hermès, septembre 2007.

2004 Salem Benferhat, E. Giunchiglia, Nonmonotonic Reasoning Elsevier, août 2004.

2004 Salem Benferhat, C.-M. Teng, Uncertain Reasoning Wiley, août 2004.

2002 Salem Benferhat, Philippe Besnard, Symbolic and Quantitative Approaches to Reasoning with Uncertainty Hermes, 2002.

2002 Salem Benferhat, H. Prade, Uncertainty in nonmonotonic frameworks mars 2002.

2001 Salem Benferhat, Philippe Besnard, 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty Springer, septembre 2001.

1993 Y. Xiang, Salem Benferhat, Uncertain Reasoning in Flairs 2002 Elsevier, août 1993.

Chapitre(s) d'ouvrage(s)

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

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

2001 Salem Benferhat, Didier Dubois, H. Prade, 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.

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

2000 Salem Benferhat, Didier Dubois, H. Prade, 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.

2000 Salem Benferhat, Didier Dubois, H. Prade, 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.

1999 Salem Benferhat, Didier Dubois, L Garcia, H. Prade, 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.

1999 Salem Benferhat, H Farreny, H. Prade, 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.

1998 Salem Benferhat, Didier Dubois, H. Prade, 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.

1998 Salem Benferhat, 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.

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

1998 Salem Benferhat, 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.

1998 Salem Benferhat, T Chehire, F. Monai, 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.

1997 Salem Benferhat, Didier Dubois, H. Prade, 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.

Thèse(s) de doctorat

1994 Salem Benferhat, Raisonnement non-monotone et traitement de l’inconsistance en logique possibiliste. février 1994.

Habilitation(s) à Diriger des Recherches

2000 Salem Benferhat, Evolution des croyances et raisonnement plausible - Modèles qualitatifs - decembre 2000.