Publications

International journals

2021 Sihem Belabbes, Salem Benferhat, Jan Chomicki, Handling inconsistency in partially preordered ontologies: the Elect method in Journal of Logic and Computation,vol. 31, n° 5, pp. 1356-1388, 2021.

2021 Ghassen Hamdi, Mohamed Nazih Omri, Salem Benferhat, Zied Bouraoui, Odile Papini, Query answering DL-lite knowledge bases from hidden datasets in Annals of Mathematics and Artificial Intelligence,vol. 89, n° 3-4, pp. 271-299, 2021.

2021 Alessandro Antonucci, Salem Benferhat, Kamal Premaratne, Uncertain reasoning in Annals of Mathematics and Artificial Intelligence,vol. 89, n° 10-11, pp. 919-921, 2021.

2018 Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia, Qualitative conditioning in an interval-based possibilistic setting in Fuzzy Sets and Systems (FSS),vol. 343, pp. 35-49, 2018.

2018 Odile Papini, Salem Benferhat, Preface for the special issue on Ontologies and Logic Programming for Query Answering in Annals of Mathematics and Artificial Intelligence,vol. 82, pp. 1-2, 2018.

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, 2017.

2017 Khaoula BOUTOUHAMI, Salem Benferhat, Faiza Khellaf, Farid Nouioua, Uncertain lightweight ontologies in a product-based possibility theory framework. in International Journal of Approximate Reasoning,vol. 88, pp. 237-258, 2017.

2017 Salem Benferhat, Karim Tabia, Moonis Ali, Intelligence Systems: Trends and Challenges in AI magazine,vol. 38, n° 4, pp. 87-88, 2017.

2017 Salem Benferhat, Zied Bouraoui, Min-based possibilistic DL-Lite in Journal of Logic and Computation (JLC),vol. 27, n° 1, pp. 261-297, 2017.

2016 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Prioritized Assertional-Based Removed Sets Revision of DL-Lite Belief Bases in Annals of Mathematics and Artificial Intelligence,2016.

2014 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, Inference using compiled min-based possibilistic causal networks in the presence of interventions in Fuzzy Sets and Systems (FSS),vol. 239, pp. 104-136, 2014.

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, pp. 2083-2108, 2014.

2014 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, A Generic Framework for a Compilation-based Inference in Probabilistic and Possibilistic Networks. in Information Sciences,vol. 257, pp. 342-356, 2014.

2013 Imen Boukhris, Zied Elouedi, Salem Benferhat, Dealing with External Actions in Belief Causal Networks in International Journal of Approximate Reasoning,vol. 54, n° 8, 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, pp. 1-21, 2013.

2012 Salem Benferhat, Karima Sedki, An alert correlation approach based on knowledge and preferences of security operator in Journal of Applied Non-Classical Logics,vol. 80, n° 1-2, pp. 7-37, 2012.

2012 Salem Benferhat, Karim Tabia, Inference in possibilistic network classifiers under uncertain observations in Annals of Mathematics and Artificial Intelligence,vol. 64, n° 2-3, pp. 629-309, 2012.

2011 Salem Benferhat, Karima Sedki, Karim Tabia, Jeffrey’s rule of conditioning in a possibilistic framework in Annals of Mathematics and Artificial Intelligence,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,vol. 169, n° 1, pp. 26-50, 2011.

2010 Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams, A Framework for Iterated Belief Revision Using Possibilistic Counterparts to {J}effrey’s Rule in Fundamenta Informaticae,vol. 99, n° 2, 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, pp. 435-466, 2010.

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

2010 Salem Benferhat, Safa Yahi, Habiba Drias, A New Default Theories Compilation for MSP-entailment in Journal of Automated Reasoning,vol. 45, n° 1, pp. 35-59, 2010.

2010 Salem Benferhat, Jonathan Ben-Naim, Odile Papini, Eric Würbel, An Answer Set Programming encoding of Prioritized Removed Sets Revision: Application to GIS in Applied Intelligence,vol. 32, n° 1, pp. 60-87, 2010.

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

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

2008 Salem Benferhat, Faiza Titouna, Fusion and normalization of quantitative possibilistic networks in Applied Intelligence,vol. 31, n° 2, pp. 135-160, 2008.

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

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

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

2006 Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade, Bipolar possibility theory in preference modeling: Representation, fusion and optimal solutions in Information Fusion,vol. 7, n° 1 (March 2006), pp. 135-150, 2006.

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, 2005.

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, pp. 353-388, 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, pp. 787-788, 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, 2004.

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

2004 G. Brewka, Salem Benferhat, Daniel Le Berre, Qualitative Choice Logic in Artificial Intelligence,vol. 157, n° 1-2, pp. 203-237, 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 Salem Benferhat, Didier Dubois, Souhila Kaci, Henri Prade, Logique possibiliste et fusion d’informations in Revue des Sciences et Technologies de l’Information - Série TSI : Technique et Science Informatiques,vol. 22, n° 7-8, pp. 1035-1064, 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.

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, 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.

International conferences

2019 Sihem Belabbes, Chi Tan, Tri-Thuc Vo, Yacine Izza, Karim Tabia, Sylvain Lagrue, Salem Benferhat, Query Answering from Traditional Dance Videos: Case Study of Zapin Dances in 31st IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2019),pp. 1638-1642, 2019.

2019 Salem Benferhat, Amélie Levray, Karim Tabia, A complexity analysis of MPE inference in possibilistic networks in IEEE International Conference on Fuzzy Systems (FUZZ-IEEE),IEEE, pp. 1-6, 2019.

2019 Sylvain Lagrue, Nathalie Chetcuti-Sperandio, Fabien Delorme, Chau Ma Thi, Duyen Ngo Thi, Karim Tabia, Salem Benferhat, An Ontology Web Application-based Annotation Tool for Intangible Culture Heritage Dance Videos in 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC 2019),pp. 75-81, 2019.

2019 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Assertional Removed Sets Merging of DL-Lite Knowledge Bases in The 13th international conference on Scalable Uncertainty Management,2019.

2019 Sihem Belabbes, Salem Benferhat, Jan Chomicki, *Elect : Une méthode de gestion des incohérences dans des ontologies légères partiellement préordonnées ** in 13èmes Journées d’Intelligence Artificielle Fondamentale (JIAF 2019),2019.

2019 Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, Karim Tabia, Thanh-Nghi Do, Nguyen-Khang Pham, An Automatic Extraction Tool for Ethnic Vietnamese Thai Dances Concepts in ICMLA 2019 - 18th IEEE International Conference On Machine Learning And Applications,pp. 1527-1530, 2019.

2019 Thanh-Nghi Do, The-Phi Pham, Nguyen-Khang Pham, Huu-Hoa Nguyen, Karim Tabia, Salem Benferhat, Stacking of SVMs for Classifying Intangible Cultural Heritage Images in ICCSAMA 2019 - 6th International Conference on Computer Science, Applied Mathematics and Applications,Springer, 2019.

2018 Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, Thanh-Nghi Do, Huu-Hoa Nguyen, Developing Application Based Upon An Ontology-Based Modelling of Vietnamese Traditional Dances in 3rd International conference on Digital Heritage (DigitalHeritage 2018),2018.

2018 Mouslim Tolba, Salem Benferhat, Karim Tabia, Abdelkader Belkhir, Handling Capabilities in Security Policies in 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications / 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE 2018),IEEE, pp. 1922-1927, 2018.

2018 Salem Benferhat, Amélie Levray, Karim Tabia, Possibilistic Networks: MAP Query and Computational Analysis in IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI’18),IEEE, pp. 916-923, 2018.

2018 Hamdi Ghassen, Omri Mohamed-Nazih, Odile Papini, Salem Benferhat, Zied Bouraoui, Querying DL-lite Knowledge Bases from Hidden Datasets in 15th International Symposium on Artificial Intelligence and Mathematics (ISAIM’18),2018.

2018 Karim Tabia, Thanh-Nghi Do, Huu-Hoa Nguyen, Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, An Ontology-Based Modelling of Vietnamese Traditional Dances in 13th International Conference on Software Engineering and Knowledge Engineering (SEKE’18),2018.

2018 Ghassen Hamdi, Mohamed Omri, Odile Papini, Salem Benferhat, Zied Bouraoui, *Querying DL-lite Knowledge Bases from Hidden Datasets ** in International Symposium on Artificial Intelligence and Mathematics,2018.

2017 Huma Chaudhry, Karim Tabia, Shafry Rahim, Salem Benferhat, Automatic annotation of traditional dance data using motion features in 2017 International Conference on Digital Arts, Media and Technology (ICDAMT),2017.

2017 Salem Benferhat, Amélie Levray, Karim Tabia, Approximating MAP inference in credal networks using probability-possibility transformations in 29th International Conference on Tools with Artificial Intelligence (ICTAI’17),2017.

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’17),SciTePress, pp. 415-422, 2017.

2017 Salem Benferhat, Amélie Levray, Karim Tabia, Approximation de l’inférence MAP via les transformations probabilistes-possibilistes in 11e Journées d’Intelligence Artificielle Fondamentale,2017.

2017 Salem Benferhat, Khaoula BOUTOUHAMI, Farid Nouioua, Faiza Khellaf, An Integer 0-1 Linear Programming Approach for Computing Inconsistency Degree in Product-Based Possibilistic DL-Lite. in Scalable Uncertainty Management - 11th International Conference (SUM2017),pp. 319-333, 2017.

2016 Salem Benferhat, Khaoula BOUTOUHAMI, Faiza Khellaf, Farid Nouioua, Representing lightweight ontologies in a product-based possibility theory framework in 8th International Conference on Soft Methods in Probability and Statistics (SMPS 16),2016.

2016 Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia, A General Modifier-Based Framework for Inconsistency-Tolerant Query Answering in KR: Principles of Knowledge Representation and Reasoning,pp. 513-516, 2016.

2016 Salem Benferhat, Zied Bouraoui, Huma Chadhry, Mohd Shafry Bin Mohd Rahim, Karim Tabia, Abdelmoutia Telli, How to reason from inconsistent ontologies with prioritized assertional bases? in The 12th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS,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 2016),pp. 3684-3690, 2016.

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

2016 Salem Benferhat, Khaoula BOUTOUHAMI, Faiza Khellaf, Farid Nouioua, Algorithms for quantitative-based possibilistic lightweight ontologies in 29th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 16),2016.

2016 Zied Bouraoui, Salem Benferhat, Madalina Croitoru, Odile Papini, Karim Tabia, On The Use Of Non-Objection Inference In Inconsistent Lightweight Ontologies in IJCAI: International Joint Conference on Artificial Intelligence,2016.

2016 Salem Benferhat, Mouslim Tolba, Karim Tabia, Abdelkader Belkhir, Integrating non elementary actions in access control models. in 9th International Conference on Security of Information and Networks (SIN’16),pp. 28-31, 2016.

2016 Jean-François Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia, Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis in JELIA: Logics in Artificial Intelligence,Springer, vol. LNCS, pp. 64-80, 2016.

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, 2015.

2015 Salem Benferhat, Zied Bouraoui, Karim Tabia, Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases in 28th International Florida Artificial Intelligence Research Society Conference (FLAIRS’15),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, 2015.

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, 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),pp. 1450-1456, 2015.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Assertional-based Removed Set Revision of DL-LiteR Belief Bases in ISAIM,2014.

2014 Salem Benferhat, Karim Tabia, Reasoning with Uncertain Inputs in Possibilistic Networks in 14th International Conference on Principles of Knowledge Representation and Reasoning (KR’14),pp. 538-547, 2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Assertional-based Removed Set Revision of DL-LiteR Belief Bases in 13th International Symposium on Artificial Intelligence and Mathematics (ISAIM’14),pp. 45-75, 2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Assertional-based Prioritized Removed Sets Revision of DL-LiteR Knowledge Bases in 21st European Conference on Artificial Intelligence (ECAI’14),pp. 967-968, 2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Assertional-based Prioritized Removed Sets Revision of DL-LiteR Knowledge Bases in ECAI,pp. 967-968, 2014.

2014 Salem Benferhat, Zied Bouraoui, Karim Tabia, On the Revision of Prioritized DL-Lite Knowledge Bases in 8th International Conference on Scalable Uncertainty Management (SUM’14),pp. 22-36, 2014.

2014 Salem Benferhat, Sylvain Lagrue, Karim Tabia, Interval-Based Possibilistic Networks in 8th International Conference on Scalable Uncertainty Management (SUM’14),Springer, pp. 37-50, 2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, A Prioritized Assertional-Based Revision for DL-Lite Knowledge Bases in JELIA,pp. 442-456, 2014.

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, A Prioritized Assertional-Based Revision for DL-Lite Knowledge Bases in 14th European Conference on Logics in Artificial Intelligence (JELIA’14),pp. 442-456, 2014.

2014 Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, Julien Rossit, Min-based Assertional Merging Approach for Prioritized DL-Lite Knowledge Bases in 8th International Conference on Scalable Uncertainty Management (SUM’14),Springer, pp. 8-21, 2014.

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

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, 2013.

2013 Salem Benferhat, Zied Bouraoui, Possibilistic DL-Lite in {The 7th International Conference on Scalable Uncertainty Management (SUM’13),Springer, vol. 8078, pp. 346-359, 2013.

2013 Salem Benferhat, Célia Da Costa Pereira, Andrea G. B. Tettamanzi, Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs in IJCAI,AAAI, pp. 6822, 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),2013.

2013 Salem Benferhat, Célia Da Costa Pereira, Andrea Tettamanzi, Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs in 23 International Joint Conference on Artificial Intelligence (IJCAI’13),pp. 738-745, 2013.

2013 Salem Benferhat, Zied Bouraoui, Zied Loukil, Min-Based Fusion of Possibilistic DL-Lite Knowledge Bases in 12th IEEE/WIC/ACM International Conferences on Web Intelligence (WI’13),pp. 23-28, 2013.

2013 Imen Boukhris, Salem Benferhat, Zied Elouedi, Causal belief networks: Handling uncertain interventions in 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’13),Springer, vol. 7958, pp. 61-72, 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),Springer, vol. 7958, pp. 25-36, 2013.

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),AAAI Press, pp. 5 pages, 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, vol. 190, pp. 479-487, 2012.

2012 Salem Benferhat, Célia 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 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, vol. 299, pp. 478-480, 2012.

2012 Imen Boukhris, Zied Elouedi, Salem Benferhat, Handling Interventions with Uncertain Consequences in Belief Causal Networks in 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU’12),Springer, vol. 299, pp. 585-595, 2012.

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 The 24th IEEEE International Conference on Tools with Artificial Intelligence (ICTAI’12),IEEE Computer Science Press, pp. 452-459, 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, vol. 7520, pp. 219-232, 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, vol. 7520, pp. 447-458, 2012.

2012 Imen Boukhris, Salem Benferhat, Zied Elouedi, Ascribing Causality from Interventional Belief Function Knowledge in 2nd International Conference on Belief Functions 2012 (BF’12),Springer, vol. 164, pp. 229-237, 2012.

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

2012 Salem Benferhat, Célia Da Costa Pereira, Andrea G. B. Tettamanzi, Hybrid Possibilistic Conditioning for Revision under Weighted Inputs in ECAI,IOS Press, pp. 151-156, 2012.

2011 Imen Boukhris, Zied Elouedi, Salem Benferhat, Modeling Interventions Using Belief Causal Networks in the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference (FLAIRS’11),AAAI Press, pp. 602-607, 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),pp. 608-613, 2011.

2011 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks in IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI’11),IEEE Computer Press, pp. 675-678, 2011.

2011 Salem Benferhat, Abdelhamid Boudjelida, Adding Constraints and Flexible Preferences in Travel Reservation Systems in IEEE 23rd International Conference on Tools with Artificial Intelligence (ICTAI’11),IEEE Computer Science Press, pp. 1063-1068, 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, vol. 6857, pp. 155-163, 2011.

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, vol. 6717, pp. 700-712, 2011.

2011 Salem Benferhat, Faiza Titouna, On the Fusion of Probabilistic Network in 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE’11),Springer, vol. 6703, pp. 49-58, 2011.

2010 Salem Benferhat, Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework in Fourth International Conference on Scalable Uncertainty Management (SUM’10),Springer, vol. 6379, pp. 1-3, 2010.

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, 2010.

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),AUAI Press, pp. 40-57, 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, vol. 6250, pp. 14-26, 2010.

2010 Salem Benferhat, Karim Tabia, Belief Revision of Product-Based Causal Possibilistic Networks in 23rd Canadian Conference on Artificial Intelligence (CanAI’10),Springer, vol. 6085, pp. 244-255, 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, vol. 6341, pp. 38-50, 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 2010,pp. 6, 2010.

2009 Salem Benferhat, Karim Tabia, Classification with uncertain observations using possibilistic networks in 21st International Conference on Tools with Artificial Intelligence (ICTAI’09),IEEE Computer Society, pp. 493-499, 2009.

2009 Safa Yahi, Salem Benferhat, Compiling the Lexicographic Inference Using Boolean Cardinality Constraints in The 22nd Canadian Conference on Artificial Intelligence (CanAI’09),Springer, vol. 5549, pp. 171-182, 2009.

2009 Salem Benferhat, Karim Tabia, On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers in The Joint 2009 International Fuzzy ystems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference (IFSA’09),pp. 1223-1228, 2009.

2009 Salem Benferhat, Sylvain Lagrue, Julien Rossit, An Analysis of Sum-Based Incommensurable Belief Base Merging in hird International Conference on Scalable Uncertainty Management (SUM’09),Springer, vol. 5785, pp. 55-67, 2009.

2009 Salem Benferhat, Didier Dubois, Henri Prade, Mary-Anne Williams, A general framework for revising belief based using qualitative Jeffrey’s rule in 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009),Springer, vol. 5722, pp. 612-621, 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, pp. 6 pages, 2009.

2009 Salem Benferhat, Faiza Khellaf, Aïcha Mokhtari, Ismahane Zeddigha, Using Syntactic Possibilistic Fusion for Modeling Optimal Optimistic Qualitative Decision in the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference (IFSA’09),pp. 1712-1716, 2009.

2009 Ilyes Jenhani, Salem Benferhat, Zied Elouedi, 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, vol. 5590, pp. 505-517, 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),Springer, vol. 5590, pp. 817-828, 2009.

2009 Salem Benferhat, Didier Dubois, Henri Prade, Interventions in Possibilistic Logic in Third International Conference on Scalable Uncertainty Management (SUM 2009),Springer, vol. 5785, pp. 40-54, 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, vol. 5722, pp. 612-621, 2009.

2008 Safa Yahi, Salem Benferhat, Sylvain Lagrue, Mariette Serayet, 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, 2008.

2008 Ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zied Elouedi, SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach in 5th International Symposium, FoIKS 2008(FoIKS 2008),Lecture Notes in Computer Science 4932 Springer, pp. 348-364, 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),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.

2008 Salem Benferhat, Karim Tabia, On the detection of novel attacks using behavioral approaches in International Conference on Software and data Technonologies(ICSOFT’08),Springer, pp. 265-272, 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),Springer, pp. 173-180, 2008.

2008 Salem Benferhat, Karim Tabia, Classification features for detecting server-side and client-side web attacks in 23rd International Security Conference(SEC’08),Lecture Notes in Computer Science (LNCS), Springer, pp. 729-733, 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 Computer Press, pp. 665-670, 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, 2008.

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

2008 Salem Benferhat, Salma Smaoui, Quantitative Possibilistic Networks : Handling Interventions and Ascribing Causality in 7th Mexican International Conference on Artificial Intelligence (MICAI’08),Springer, vol. 5317, pp. 728-731, 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 Boutouhami, Henri Prade, Salma Smaoui, A Comparative Study of Six Formal Models of Causal Ascription in Second International Conference on Scalable Uncertainty Management (SUM 2008),Springer, pp. pp.47-62, 2008.

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

2008 Salem Benferhat, Safa Yahi, Habiba Drias, On the Compilation of Possibilistic Default Theories in On the Compilation of Possibilistic Default Theories,AAAI-Press, pp. 613-618, 2008.

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

2008 Salem Benferhat, K. Tabia, Yassine Djouadi, Integrating anomaly-based detection with bayesian decision tree classifiers in International Conference on Advances in Information and Communication Technology (ICICOT’08),pp. n, 2008.

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, 2008.

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),pp. 367-372, 2007.

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),pp. 635-647, 2007.

2007 Salem Benferhat, Salma Smaoui, Possibilistic Causal Networks for Handling Interventions: A New Propagation Algorithm in 22nd Conference on Artificial Intelligence(AAAI’07),AAAI Press, pp. 373-378, 2007.

2007 Ilyes Jenhani, N. Ben Amor, Z. Elouedi, Salem Benferhat, Khaled Mellouli, A New Similarity Measure for Possibilistic Uncertain Information in 9th European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’07),pp. 840-852, 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),LNAI 4509, pp. 356-368, 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),pp. 1384-1390, 2007.

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

2007 Salem Benferhat, Daniel Leberre, Karima Sedki, Handling Qualitative Preferences Using Normal Form Functions in International FLAIRS Conference (FLAIRS’07),pp. 38-43, 2007.

2007 Salem Benferhat, Causality and Dynamics of Beliefs in Qualitative in Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU’07),pp. 2-3, 2007.

2006 Salem Benferhat, Salma Smaoui, Khaled Mellouli, A Translation of Pseudo Boolean Constraints to SAT in The XIII Congress of International Association for Fuzzy-Set Management and Economy (SIGEF’06),vol. 2, pp. 422-440, 2006.

2006 Salem Benferhat, Henri Prade, Compiling Possibilistic Knowledge Bases in 17th European Conference on Artificial Intelligence (ECAI 2006),IOS Press, vol. 141, pp. 337-341, 2006.

2006 Salem Benferhat, Daniel Leberre, Karima Sedki, An Alternative Inference for Qualitative Choice Logic IOS Press, pp. 741-742, 2006.

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

2006 N. Ben Amor, Salem Benferhat, Z. Elouedi, Information-based evaluation functions for probabilistic classifiers IPMU2006, pp. 428-435, 2006.

2005 Salem Benferhat, Jonathan Ben-Naim, Robert Jeansoulin, Mahat Khelfallah, Sylvain Lagrue, Odile Papini, Nic Wilson, Eric Würbel, Belief Revision of GIS Systems: The Results of REV!GIS in Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 8th conf. ECSQARU,Springer-Verlag, vol. 3571, pp. 452-464, 2005.

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

2005 Salem Benferhat, Henri Prade, Encoding formulas with partially constrained weights in a possibilistic-like many-sorted propositional logic in 19th International joint conference on Artificial intelligence (IJCAI 2005),Gallus, pp. 1281-1286, 2005.

2004 Salem Benferhat, Didier Dubois, Henri Prade, Logique possibiliste avec calcul symbolique sur des poids partiellement contraints in Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2004),Cépaduès Editions, Toulouse, pp. 67-74, 2004.

2004 Jonathan Ben-Naim, Salem Benferhat, Odile Papini, Eric Würbel, An Answer Set Programming Encoding of Prioritized Removed Sets Revision: Application to GIS in 9th European Conference Logics in Artificial Intelligence (JELIA 2004),vol. 3229, pp. 604-616, 2004.

2004 Salem Benferhat, Marie-Aline Cavarroc, Robert Jeansoulin, Modeling Landuse changes using Bayesian Networks in 22nd IASTED Intl. Conf. on Artificial Intelligence and Applications (AIA 2004),International Association of Science and Technology for Development, vol. 411, pp. 265-269, 2004.

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 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, 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.

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, 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, 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, 2000.

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.

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.

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.

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, 1996.

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 IPMU94,1994.

National journals

2012 Salem Benferhat, Safa Yahi, Etude comparative des relations d’inférence à partir de bases de croyances partiellement préordonnées in Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle,vol. 26, n° 1-2, pp. 39-61, 2012.

2010 Salem Benferhat, Faza Khellaf-Haned, Aïcha Mokhtari, Autour de la théorie des possibilités quantitative in Revue des Sciences et Technologies de l’Information - Série RIA : Revue d’Intelligence Artificielle,vol. 24, n° 6, pp. 723-755, 2010.

2007 N. Ben Amor, Salem Benferhat, Khaled 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 N. Ben Amor, Salem Benferhat, Z. Elouedi, Réseaux bayésiens naïfs et arbres de décision in Revue des Sciences et Technologies de l’Information - Série TSI : Technique et Science Informatiques,vol. 2, n° 25, pp. 167-196, 2006.

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

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

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. vol.13 n°5, pp. 469-493, 2005.

2005 N. Ben Amor, Salem Benferhat, Graphoid Properties Of Qualitative Possibilistic Independence in International Journal of Uncertainty, Fuzziness and Knowledge-Based,vol. 13, pp. n°1, page 59, 2005.

2004 Hervé Debar, Benjamin Morin, Frédéric Cuppens, Fabien Autrel, Ludovic Mé, Bernard Vivinis, Salem Benferhat, Mireille Ducassé, Rodolphe Ortalo, Détection d’intrusions : corrélation d’alertes in Revue des Sciences et Technologies de l’Information - Série TSI : Technique et Science Informatiques,vol. 23, pp. 32 pages, 2004.

National conferences

2014 Salem Benferhat, Zied Bouraoui, Odile Papini, Eric Würbel, Révision par r-ensembles de bases de connaissances en DL-LiteR in Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014,2014.

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

2011 Karim Tabia, Salem Benferhat, Pierre Leray, Ludovic Mé, Alert correlation in intrusion detection: Combining AI-based approaches for exploiting security operators’ knowledge and preferences in Security and Artificial Intelligence (SecArt),pp. NC, 2011.

2010 Salem Benferhat, Tayeb Kenaza, Vers l’évaluation globale des classifieurs bayésiens pour la détection d’intrusions in 5èmes Journées Francophones sur les Réseaux Bayésiens (JFRB2010),2010.

2010 Raouia Ayachi, Nahla Ben Amor, Salem Benferhat, Nouvelles méthodes pour l’inférence basées sur la compilation des réseaux possibilistes in 5èmes Journées Francophones sur les Réseaux Bayésiens (JFRB2010),2010.

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, Karima Sedki, Nouvelle 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),2009.

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, 2009.

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),2008.

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

2008 Salem Benferhat, Tayeb Kenaza, Aïcha Mokhtari, Réseaux Bayésiens naïfs pour la détection des attaques coordonnées in Journées Francophone sur les Réseaux Bayésiens,2008.

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

2007 Salem Benferhat, Safa Yahi, H. 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, 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),2007.

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

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

2005 Salem Benferhat, Henri Prade, Encoding formulas with partially constrained weights in possibilistic-like many-sorted propositional logic in Nineteenth International Joint Conference on Artificial Intelligence (IJCAI 2005),pp. 1281, 2005.

2005 Salem Benferhat, F. Titouna, Min-based fusion of possibilistic networks pp. 553-558, 2005.

2005 Salem Benferhat, Salma Smaoui, Possibilistic Networks with Locally Weighted Knowledge Bases pp. 41, 2005.

2005 Salem Benferhat, Salma Smaoui, Hybrid Possibilistic Networks AAAI Press / The MIT Press, pp. 584, 2005.

2005 Salem Benferhat, J. Bennaim, Robert Jeansoulin, M. Khelfallah, Sylvain Lagrue, Odile Papini, N. Wilson, Eric Würbel, Belief Revision of GIS Systems: the Results of REVIGIS LNAI3571, Springer, Lecture Notes in Artificial Intelligence, pp. 452-464, 2005.

2005 N. Ben Amor, Salem Benferhat, Z. Elouedi, Towards a Definition of Evaluation Criteria for Probabilistic Classifiers LNAI 3571, Springer Verlag, pp. 921-931, 2005.

2005 Salem Benferhat, Sylvain Lagrue, Odile Papini, Revision of Partially Ordered Information : Axiomatization, Semantics and Iteration pp. 376-381, 2005.

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, 2003.

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

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, 2002.

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),1999.

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, 1998.

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, 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, 1992.

Proceedings editions

2017 Salem Benferhat, Karim Tabia, Moonis Ali, Advances in Artificial Intelligence: From Theory to Practice Springer, 2017.

2017 Salem Benferhat, Karim Tabia, Moonis Ali, Advances in Artificial Intelligence: From Theory to Practice - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems Springer, 2017.

2015 Odile Papini, Salem Benferhat, Laurent Garcia, Marie-Laure Mugnier, Eduaurdo Fermè, Tommie Meyer, Renata Wassermann, Torsten Hahmann, Ken Baclawski, Adila Krisnadhi, Pavel Klinov, Stefano Borgo, Oliver Kutz, Daniele Porello, Proceedings of JOWO-2015. The Joint Ontology Workshops at IJCAI 2015 2015.

2013 Salem Benferhat, Special issue: Logics of uncertainty 2013.

2011 Salem Benferhat, John Grant, Scalable Uncertainty Management - 5th International Conference Springer, 2011.

2008 Salem Benferhat, Actes des Rencontres francophones Sur la Logique Floue Et ses Applications Cépadues, 2008.

2008 Salem Benferhat, Gabriele Kern-Isberner, International Journal of Approximate Reasoning (IJAR) Elsevier, 2008.

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

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

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

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

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

Book chapters

2020 Salem Benferhat, Philippe Leray, Karim Tabia, Belief Graphical Models for Uncertainty representation and reasoning in A Guided Tour of Artificial Intelligence Research, volume II: AI Algorithms,pp. 209-246, 2020.

2014 Salem Benferhat, Philippe Leray, Karim Tabia, Modèles graphiques pour l’incertitude : inférence et apprentissage in Panorama de l’Intelligence Artificielle, volume 2: Algorithmes pour l’intelligence artificielle,pp. 26 pages, Cepadues, 2014.

2014 Salem Benferhat, Thierry Denoeux, Didier Dubois, Henri Prade, Représentations de l’incertitude en intelligence artificielle in Panorama de l’Intelligence Artificielle,vol. 1 : Représentation des connaissances et formalisation des raisonnements, pp. 65–121, Cépaduès Editions, 2014.

2010 Ilyes Jenhani, Salem Benferhat, Zied Elouedi, Possibilistic Similarity Measures in Foundations of Reasoning under Uncertainty,pp. 99-123, Springer, 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, pp. 31-44, Physica-Verlag, 2002.

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.

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.