Salem Benferhat

Didier Dubois, Henri Prade, Salem Benferhat, 1999, 18th International Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.99TH8397).

Independence in qualitative uncertainty frameworks

Hector Geffner, Didier Dubois, Henri Prade, 2000, KR.

Adding Expert Knowledge to TAN-based Intrusion Detection Systems

Habiba Drias, Salem Benferhat, Abdelhamid Boudjelida, 2009, SECRYPT.

An Ontology-based Approach for Building and Querying ICH Video Datasets

Salem Benferhat, Karim Tabia, Sihem Belabbes, 2020, ICAART.

An alert correlation approach based on security operator's knowledge and preferences

Salem Benferhat, Karima Sedki, S. Benferhat, 2010, J. Appl. Non Class. Logics.

Handling Hard Rules and Default Rules in Possibilistic Logic

Salem Benferhat, 1994, IPMU.

Handling Conflicts in Access Control Models

Salem Benferhat, Rania El Baida, 2004, ECAI.

Penalty Logic-Based Representation of C-Revision

Salem Benferhat, Safia Laaziz, Younes Zeboudj, 2019, FLAIRS.

New Graphical Model for Computing Optimistic Decisions in Possibility Theory Framework

Salem Benferhat, Faiza Khellaf, Ismahane Zeddigha, 2016, Comput. Informatics.

Intelligence Systems: Trends and Challenges

Salem Benferhat, Karim Tabia, Moonis Ali, 2017, AI Mag..

On the fusion of probabilistic networks

Salem Benferhat, Faiza Titouna, 2011, IEA/AIE'11.

Possibilistic Networks with Locally Weighted Knowledge Bases

Salem Benferhat, Salma Smaoui, S. Benferhat, 2005, ISIPTA.

Editorial introduction to the special issue

Salem Benferhat, 2013, Annals of Mathematics and Artificial Intelligence.

Analysis of interval-based possibilistic networks

Salem Benferhat, Karim Tabia, Sylvain Lagrue, 2014, ECAI.

On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection

Salem Benferhat, Karim Tabia, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

Proceedings of the 5th international conference on Scalable uncertainty management

John Grant, Salem Benferhat, 2011, SUM 2011.

Encoding Information Fusion in Possibilistic Logic: A General Framework for Rational Syntactic Merging

Didier Dubois, Henri Prade, Souhila Kaci, 2000, ECAI.

Stacking of SVMs for Classifying Intangible Cultural Heritage Images

The-Phi Pham, Thanh-Nghi Do, Salem Benferhat, 2019, ICCSAMA.

On the Possibilistic Handling of Priorities in Access Control Models

Salem Benferhat, Mohamed Ouzarf, Khalid Bouriche, 2014 .

Editorial

Salem Benferhat, Choh-Man Teng, 2004, Int. J. Intell. Syst..

Ilyes Jenhani, Zied Elouedi, Salem Benferhat, 2008, FoIKS.

Fusion and normalization of quantitative possibilistic networks

Salem Benferhat, Faiza Titouna, S. Benferhat, 2009, Applied Intelligence.

Probability-Possibility Transformations: Application to Credal Networks

Salem Benferhat, Karim Tabia, Amélie Levray, 2015, SUM.

A Framework for Iterated Belief Revision Using Possibilistic Counterparts to Jeffrey's Rule

Didier Dubois, Henri Prade, Salem Benferhat, 2010, Fundam. Informaticae.

Coming up with a good question is not easy: A proof

Olga Kosheleva, Salem Benferhat, Luc Longpré, 2015, 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC).

Qualitative choice logic

Salem Benferhat, Gerhard Brewka, Daniel Le Berre, 2004, Artif. Intell..

Integrating Anomaly-Based Approach into Bayesian Network Classifiers

Salem Benferhat, Karim Tabia, S. Benferhat, 2008, ICETE.

Argument-Based Approaches in Prioritized Conflicting Security Policies

Salem Benferhat, Rania El Baida, 2006, ICEIS.

A Comparative Study of Compilation-Based Inference Methods for Min-Based Possibilistic Networks

Salem Benferhat, Nahla Ben Amor, Raouia Ayachi, 2013, ECSQARU.

A New Approach for QCL-Based Alert Correlation Process

Thouraya Bouabana-Tebibel, Salem Benferhat, Lydia Bouzar-Benlabiod, 2013, Modeling Approaches and Algorithms for Advanced Computer Applications.

Kalman-like filtering and updating in a possibilistic setting

Didier Dubois, Henri Prade, Salem Benferhat, 2000 .

Détection d'intrusions : corrélation d'alertes

Frédéric Cuppens, Fabien Autrel, Rodolphe Ortalo, 2004, Tech. Sci. Informatiques.

Assertional-based Prioritized Removed Sets Revision of DL-LiteR Knowledge Bases

Odile Papini, Eric Würbel, Salem Benferhat, 2014, ECAI.

An Overview of Possibilistic Logic and its Application to Nonmonotonic Reasoning and Data Fusion

Didier Dubois, Henri Prade, Salem Benferhat, 2000, Computational Intelligence in Data Mining.

Autour de la théorie des possibilités quantitative

Salem Benferhat, Aïcha Mokhtari, Faiza Khellaf, 2010, Rev. d'Intelligence Artif..

A max-based merging of incommensurable ranked belief bases based on finite scales

Salem Benferhat, Sylvain Lagrue, Julien Rossit, 2007, 2007 10th International Conference on Information Fusion.

Modeling positive and negative information in possibility theory

Didier Dubois, Henri Prade, Souhila Kaci, 2008, Int. J. Intell. Syst..

Bridging Logical, Comparative, and Graphical Possibilistic Representation Frameworks

Didier Dubois, Henri Prade, Souhila Kaci, 2001, ECSQARU.

An alert correlation approach based on knowledge and preferences of security operator

Salem Benferhat, Karima Sedki, 2010 .

Loopy Belief Propagation in Bayesian Networks : origin and possibilistic perspectives pdf

Salem Benferhat, Habib Youssef, Mohamed Nazih Omri, 2012, ArXiv.

Integrating security operator knowledge and preferences to the alert correlation process

Salem Benferhat, Lydia Bouzar-Benlabiod, Thouraya Boubana-Tebibel, 2010, 2010 International Conference on Machine and Web Intelligence.

Handling Locally Stratified Inconsistent Knowledge Bases

Salem Benferhat, Laurent Garcia, 2002, Stud Logica.

A General Approach for Inconsistency Handling and Merging Information in Prioritized Knowledge Bases

Alessandro Saffiotti, Didier Dubois, Henri Prade, 1998, KR.

An intrusion detection and alert correlation approach based on revising probabilistic classifiers using expert knowledge

Habiba Drias, Salem Benferhat, Karim Tabia, 2012, Applied Intelligence.

Inference Using Compiled Product-Based Possibilistic Networks

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

Belief change and pre-orders: a brief overview

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2004, Int. J. Geogr. Inf. Sci..

An Integer 0-1 Linear Programming Approach for Computing Inconsistency Degree in Product-Based Possibilistic DL-Lite

Salem Benferhat, Farid Nouioua, Khaoula Boutouhami, 2017, SUM.

A Prioritized Assertional-Based Revision for DL-Lite Knowledge Bases

Odile Papini, Eric Würbel, Salem Benferhat, 2014, JELIA.

Developing Application Based Upon An Ontology-Based Modelling of Vietnamese Traditional Dances

Thanh-Nghi Do, Salem Benferhat, Zied Bouraoui, 2018, 2018 3rd Digital Heritage International Congress (DigitalHERITAGE) held jointly with 2018 24th International Conference on Virtual Systems & Multimedia (VSMM 2018).

Weakening conflicting information for iterated revision and knowledge integration

Souhila Kaci, Salem Benferhat, Mary-Anne Williams, 2001, Artificial Intelligence.

Scalable Uncertainty Management

John Grant, Salem Benferhat, 2011, Lecture Notes in Computer Science.

Possibilistic Merging and Distance-Based Fusion of Propositional Information

Didier Dubois, Henri Prade, Souhila Kaci, 2002, Annals of Mathematics and Artificial Intelligence.

Sum-based weighted belief base merging: From commensurable to incommensurable framework

Salem Benferhat, Sylvain Lagrue, Julien Rossit, 2014, Int. J. Approx. Reason..

Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Philippe Besnard, Salem Benferhat, 2013, Lecture Notes in Computer Science.

An Approximate Propagation Algorithm for Product-Based Possibilistic Networks

Salem Benferhat, Habib Youssef, Mohamed Nazih Omri, 2018, ICEIS.

Belief functions and default reasoning

Alessandro Saffiotti, Salem Benferhat, Philippe Smets, 1995, Artif. Intell..

Characterizing Non-Defeated Repairs in Inconsistent Lightweight Ontologies

Salem Benferhat, Karim Tabia, Zied Bouraoui, 2016, 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS).

Utilisation de la corrélation pondérée dans un processus de détection d’intrusions

Frédéric Cuppens, Fabien Autrel, Salem Benferhat, 2004, Ann. des Télécommunications.

A Possibilistic Logic Encoding of Access Control

Frédéric Cuppens, Salem Benferhat, Rania El Baida, 2003, FLAIRS.

New Schemes for Anomaly Score Aggregation and Thresholding

Salem Benferhat, Karim Tabia, 2008, SECRYPT.

A Local Approach to Reasoning under Incosistency in Stratified Knowledge Bases

Didier Dubois, Henri Prade, Salem Benferhat, 1995, ECSQARU.

Inference in possibilistic network classifiers under uncertain observations

Salem Benferhat, Karim Tabia, S. Benferhat, 2012, Annals of Mathematics and Artificial Intelligence.

A local approach to reasoning with conditional knowledge bases

Salem Benferhat, Laurent Garcia, 1996, Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence.

Anytime propagation algorithm for min-based possibilistic graphs

Khaled Mellouli, Salem Benferhat, Nahla Ben Amor, 2003, Soft Comput..

A Revised Qualitative Choice Logic for Handling Prioritized Preferences

Salem Benferhat, Karima Sedki, S. Benferhat, 2007, ECSQARU.

From Semantic to Syntactic Approaches to Information Combination in Possibilistic Logic

Didier Dubois, Henri Prade, Salem Benferhat, 1998 .

On the Use of Syntactic Possibilistic Fusion for Computing Possibilistic Qualitative Decision

Salem Benferhat, Aïcha Mokhtari, Faiza Khellaf, 2008, ICSOFT.

Product-based Causal Networks and Quantitative Possibilistic Bases

Salem Benferhat, Aïcha Mokhtari, Faiza Khellaf, 2005, FLAIRS.

Possibilistic logic bases and possibilistic graphs pdf

Didier Dubois, Henri Prade, Salem Benferhat, 1999, UAI.

Compatible-Based Conditioning in Interval-Based Possibilistic Logic

Vladik Kreinovich, Salem Benferhat, Karim Tabia, 2015, IJCAI.

Belief Graphical Models for Uncertainty Representation and Reasoning

Salem Benferhat, Karim Tabia, Philippe Leray, 2020, A Guided Tour of Artificial Intelligence Research.

Nonmonotonic Reasoning, Conditional Objects and Possibility Theory

Didier Dubois, Henri Prade, Salem Benferhat, 1997, Artif. Intell..

Directed possibilistic graphs and possibilistic logic

Didier Dubois, Henri Prade, Salem Benferhat, 2000 .

The Possibilistic Handling of Irrelevance in Exception-Tolerant Reasoning

Didier Dubois, Henri Prade, Salem Benferhat, 2004, Annals of Mathematics and Artificial Intelligence.

Inconsistency Management and Prioritized Syntax-Based Entailment

Didier Dubois, Henri Prade, Salem Benferhat, 1993, IJCAI.

Ascribing Causality from Interventional Belief Function Knowledge

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2012, Belief Functions.

Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis

Madalina Croitoru, Jean-François Baget, Marie-Laure Mugnier, 2016, JELIA.

A Practical Approach to Revising Prioritized Knowledge Bases

Henri Prade, Salem Benferhat, Mary-Anne Williams, 2002, Stud Logica.

Bipolar possibility theory in preference modeling: Representation, fusion and optimal solutions

Didier Dubois, Henri Prade, Souhila Kaci, 2006, Inf. Fusion.

Possibilistic Local Structure for Compiling Min-Based Networks

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

A Weighted-Logic Representation of C-Revising Ordinal Conditional Functions

Salem Benferhat, Safia Laaziz, Younes Zeboudj, 2020, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Modeling Interventions Using Belief Causal Networks

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2011, FLAIRS.

Learning and Evaluating Possibilistic Decision Trees using Information Affinity

Ilyes Jenhani, Zied Elouedi, Salem Benferhat, 2010 .

Post-processing a classifier's predictions: Strategies and empirical evaluation

Salem Benferhat, Karim Tabia, Mahmoud Taibi, 2014, ECAI.

Negated Min-Based Possibilistic Networks

Salem Benferhat, Faiza Khellaf, Ismahane Zeddigha, 2016, FLAIRS Conference.

Encoding formulas with partially constrained weights in a possibilistic-like many-sorted propositional logic

Henri Prade, Salem Benferhat, H. Prade, 2005, IJCAI.

Lukasiewicz-based merging possibilistic networks

Salem Benferhat, Faiza Titouna, 2014, Int. J. Approx. Reason..

On the Normalization of Interval-Based Possibility Distributions

Vladik Kreinovich, Salem Benferhat, Karim Tabia, 2015, FLAIRS Conference.

A Polynomial Algorithm for Merging Lightweight Ontologies in Possibility Theory Under Incommensurability Assumption

Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, 2017, ICAART.

Context-based Profiling for Anomaly Intrusion Detection with Diagnosis

Salem Benferhat, Karim Tabia, 2008, ARES.

An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs

Salem Benferhat, Karim Tabia, 2008, SUM.

Uncertain lightweight ontologies in a product-based possibility theory framework

Salem Benferhat, Farid Nouioua, Khaoula Boutouhami, 2017, Int. J. Approx. Reason..

A stratified first order logic approach for access control: Research Articles

Salem Benferhat, Rania El Baida, 2004 .

Classification features for detecting Server-side and Client-side Web attacks

Salem Benferhat, Karim Tabia, 2008, SEC.

De l'utilisation des logiques de description à la gestion d'incohérences en détection d'intrusion coopérative

Salem Benferhat, Tayeb Kenaza, Safa Yahi, 2010 .

Making revision reversible: an approach based on polynomials

Odile Papini, Didier Dubois, Salem Benferhat, 2002, Fundam. Informaticae.

An answer set programming encoding of Prioritized Removed Sets Revision: application to GIS

Odile Papini, Eric Würbel, Salem Benferhat, 2004, Applied Intelligence.

A belief revision framework for revising epistemic states with partial epistemic states

Weiru Liu, Salem Benferhat, Jianbing Ma, 2010, Int. J. Approx. Reason..

A Comparative Study of Six Formal Models of Causal Ascription

Henri Prade, Salem Benferhat, Farid Nouioua, 2008, SUM.

Interventions in Possibilistic Logic

Didier Dubois, Henri Prade, Salem Benferhat, 2009, SUM.

Ascribing Causality from Observational and Interventional Belief Function Knowledge Modeling

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2014, J. Multiple Valued Log. Soft Comput..

Causality and Dynamics of Beliefs in Qualitative Uncertainty Frameworks

Salem Benferhat, S. Benferhat, 2007, ECSQARU.

Qualitative fusion-based traffic signal preemption

Salem Benferhat, Faiza Titouna, S. Benferhat, 2013, Proceedings of the 16th International Conference on Information Fusion.

An Ontology-based Modelling of Vietnamese Traditional Dances (S)

Thanh-Nghi Do, Salem Benferhat, Karim Tabia, 2018, SEKE.

Probabilistic Checkpointing Protocol to Sensor Network Fault- Tolerant

Salem Benferhat, Faiza Titouna, Chafiq Titouna, 2012 .

Hybrid possibilistic networks

Salem Benferhat, Salma Smaoui, S. Benferhat, 2005, Int. J. Approx. Reason..

An Approximate Algorithm for Min‐Based Possibilistic Networks

Salem Benferhat, Amen Ajroud, S. Benferhat, 2014, Int. J. Intell. Syst..

Exception-Tolerant Reasoning and Decision under Uncertainty Using Qualitative Possibility Theory

Didier Dubois, Henri Prade, Salem Benferhat, 2001, Künstliche Intell..

Alert Correlation based on a Logical Handling of Administrator Preferences and Knowledge

Salem Benferhat, Karima Sedki, S. Benferhat, 2018, SECRYPT.

On the Revision of Prioritized DL-Lite Knowledge Bases

Salem Benferhat, Karim Tabia, Zied Bouraoui, 2014, SUM.

Logique possibiliste et fusion d'informations

Didier Dubois, Henri Prade, Souhila Kaci, 2003, Tech. Sci. Informatiques.

Revision of Partially Ordered Information: Axiomatization, Semantics and Iteration

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2005, IJCAI.

Min-Based Fusion of Possibilistic DL-Lite Knowledge Bases

Salem Benferhat, Zied Bouraoui, Zied Loukil, 2013, 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

Encoding default-based SELinux-security policy in Organization-Based Access Control Model

Salem Benferhat, Mohamed Ouzarf, Khalid Bouriche, 2011, 2011 International Conference for Internet Technology and Secured Transactions.

Interval-Based Possibilistic Logic

Julien Hué, Salem Benferhat, Sylvain Lagrue, 2011, IJCAI.

Practical Handling of Exception-Tainted Rules and Independence Information in Possibilistic Logic

Didier Dubois, Henri Prade, Salem Benferhat, 1998, Applied Intelligence.

Graphical readings of possibilistic logic bases

Didier Dubois, Henri Prade, Souhila Kaci, 2001, UAI.

Quantitative possibility theory: logical- and graphical-based representations†

Salem Benferhat, Faiza Khellaf, 2014, J. Appl. Non Class. Logics.

Editorial: Uncertainty in Artificial Intelligence and Databases

Salem Benferhat, Philippe Leray, 2013, Int. J. Approx. Reason..

A Naive Bayes Approach for Detecting Coordinated Attacks

Salem Benferhat, Tayeb Kenaza, Aïcha Mokhtari, 2008, 2008 32nd Annual IEEE International Computer Software and Applications Conference.

A prioritized-based approach to handling conflicts in access control

Salem Benferhat, Rania El Baida, S. Benferhat, 2004, 16th IEEE International Conference on Tools with Artificial Intelligence.

Adding Constraints and Flexible Preferences in Travel Reservation Systems

Salem Benferhat, Abdelhamid Boudjelida, S. Benferhat, 2011, 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence.

Towards a Possibilistic Logic Handling of Preferences

Didier Dubois, Henri Prade, Salem Benferhat, 1999, Applied Intelligence.

Preprocessing rough network data for intrusion detection purposes

Salem Benferhat, Karim Tabia, Karima Sedki, 2007 .

Naive Bayes vs decision trees in intrusion detection systems

Zied Elouedi, Salem Benferhat, Nahla Ben Amor, 2004, SAC '04.

Qualitative conditioning in an interval-based possibilistic setting

Vladik Kreinovich, Salem Benferhat, Karim Tabia, 2018, Fuzzy Sets Syst..

Prioritized assertional-based removed sets revision of DL-Lite belief bases

Odile Papini, Eric Würbel, Salem Benferhat, 2017, Annals of Mathematics and Artificial Intelligence.

A local handling of inconsistent knowledge and default bases

Salem Benferhat, Laurent Garcia, 1998, Applications of Uncertainty Formalisms.

Recognizing Malicious Intention in an Intrusion Detection Process

Frédéric Cuppens, Fabien Autrel, Salem Benferhat, 2002, HIS.

Compiling Possibilistic Knowledge Bases

Henri Prade, Salem Benferhat, H. Prade, 2006, ECAI.

Min-based Assertional Merging Approach for Prioritized DL-Lite Knowledge Bases

Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, 2014, SUM.

Interventions and belief change in possibilistic graphical models

Salem Benferhat, S. Benferhat, 2010, Artif. Intell..

Reasoning with partially ordered information in a possibilistic logic framework

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2004, Fuzzy Sets Syst..

Organization based access control

Frédéric Cuppens, Philippe Balbiani, Salem Benferhat, 2003, Proceedings POLICY 2003. IEEE 4th International Workshop on Policies for Distributed Systems and Networks.

A possibilistic handling of partially ordered information pdf

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2003, UAI.

On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework

Salem Benferhat, Karim Tabia, Karima Sedki, 2010, ISAIM.

Three-valued possibilistic networks

Salem Benferhat, Karim Tabia, 2012, ECAI.

Interval-Based Possibilistic Networks

Salem Benferhat, Karim Tabia, Sylvain Lagrue, 2014, SUM.

Instantiated First Order Qualitative Choice Logic for an efficient handling of alerts correlation

Thouraya Bouabana-Tebibel, Salem Benferhat, Lydia Bouzar-Benlabiod, 2015, Intell. Data Anal..

Possibilistic and Standard Probabilistic Semantics of Conditional Knowledge Bases

Didier Dubois, Henri Prade, Salem Benferhat, 1997, J. Log. Comput..

On the combination of naive Bayes and decision trees for intrusion detection

Salem Benferhat, Karim Tabia, 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

Representing Belief Function Knowledge with Graphical Models

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2011, KSEM.

Using Syntactic Possibilistic Fusion for Modeling Optimal Optimistic Qualitative Decision

Salem Benferhat, Aïcha Mokhtari, Faiza Khellaf, 2009, IFSA/EUSFLAT Conf..

Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information

Khaled Mellouli, Ilyes Jenhani, Zied Elouedi, 2007, ECSQARU.

A Practical Approach to Fusing Prioritized Knowledge Bases

Didier Dubois, Henri Prade, Salem Benferhat, 1999, EPIA.

Towards a Definition of Evaluation Criteria for Probabilistic Classifiers

Zied Elouedi, Salem Benferhat, Nahla Ben Amor, 2005, ECSQARU.

Aggregation and Thresholding Schemes for Anomaly-Based Approaches

Salem Benferhat, Karim Tabia, 2008, ICETE.

Query answering DL-lite knowledge bases from hidden datasets

Odile Papini, Salem Benferhat, Mohamed Nazih Omri, 2020, Annals of Mathematics and Artificial Intelligence.

Causal Belief Networks: Handling Uncertain Interventions

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2013, ECSQARU.

A book review on Elements of Argumentation

Salem Benferhat, 2010, Artif. Intell..

How to Infer from Inconsisent Beliefs without Revising?

Didier Dubois, Henri Prade, Salem Benferhat, 1995, IJCAI.

An Experimental Analysis of Possibilistic Default Reasoning

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

Syntactic Computation of Hybrid Possibilistic Conditioning under Uncertain Inputs

Salem Benferhat, Célia da Costa Pereira, Andrea Tettamanzi, 2013, IJCAI.

An Overview of Possibilistic Handling of Default Reasoning, with Experimental Studies

Salem Benferhat, Jean-François Bonnefon, Rui Da Silva Neves, 2005, Synthese.

Some Syntactic Approaches to the Handling of Inconsistent Knowledge Bases: A Comparative Study Part 1: The Flat Case

Didier Dubois, Henri Prade, Salem Benferhat, 1997, Stud Logica.

A possibilistic graphical model for handling decision problems under uncertainty

Salem Benferhat, Faiza Khellaf, Ismahane Zeddigha, 2013, EUSFLAT Conf..

Advances in Artificial Intelligence: From Theory to Practice

Salem Benferhat, Karim Tabia, Moonis Ali, 2017, Lecture Notes in Computer Science.

Polynomial Algorithms for Computing a Single Preferred Assertional-Based Repair

Salem Benferhat, Karim Tabia, Mustapha Bourahla, 2017, KI - Künstliche Intelligenz.

Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation

Salem Benferhat, Karim Tabia, Abdelhamid Boudjelida, 2012, 2012 IEEE 24th International Conference on Tools with Artificial Intelligence.

Dealing with external actions in belief causal networks

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2013, Int. J. Approx. Reason..

Modeling Landuse changes using Bayesian Networks

Robert Jeansoulin, Salem Benferhat, Marie-Aline Cavarroc, 2004 .

Merging Interval-Based Possibilistic Belief Bases

Julien Hué, Salem Benferhat, Sylvain Lagrue, 2012, SUM.

Editorial

Salem Benferhat, 1993, Rev. d'Intelligence Artif..

Poster Proceedings of the Fifth International Conference on Scalable Uncertainty Management

John Grant, Salem Benferhat, Thomas Sudkamp, 2011 .

Query Answering from Traditional Dance Videos: Case Study of Zapin Dances

Salem Benferhat, Sihem Belabbes, Yacine Izza, 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI).

Computing multiple c-revision using OCF knowledge base

Salem Benferhat, Amen Ajroud, 2016, ISAIM.

Correlation in an intrusion detection process

Frédéric Cuppens, Fabien Autrel, Salem Benferhat, 2002 .

Merging Possibilistic Networks

Salem Benferhat, 2006, ECAI.

Possibilistic Networks: Computational Analysis of MAP and MPE Inference

Salem Benferhat, Karim Tabia, Amélie Levray, 2020, Int. J. Artif. Intell. Tools.

Possibilistic Logic: From nonmonotonicity to Logic Programming

Didier Dubois, Henri Prade, Salem Benferhat, 1993, ECSQARU.

Coping with the Limitations of Rational Inference in the Framework of Possibility Theory

Didier Dubois, Henri Prade, Salem Benferhat, 1996, UAI.

Qualitative classification and evaluation in possibilistic decision trees

Zied Elouedi, Salem Benferhat, Nahla Ben Amor, 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

Assertional-based Removed Set Revision of DL-LiteR Belief Bases

Odile Papini, Eric Würbel, Salem Benferhat, 2014, ISAIM.

On the Compilation of Possibilistic Default Theories

Habiba Drias, Salem Benferhat, Safa Yahi, 2008, FLAIRS Conference.

Editorial

Salem Benferhat, Choh-Man Teng, 2004, Int. J. Intell. Syst..

A stratified first order logic approach for access control

Salem Benferhat, Rania El Baida, S. Benferhat, 2004, Int. J. Intell. Syst..

An answer set programming encoding of Prioritized Removed Sets Revision: application to GIS

Odile Papini, Eric Würbel, Salem Benferhat, 2008, Applied Intelligence.

Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem

Khaled Mellouli, Zied Elouedi, Salem Benferhat, 2003, ECSQARU.

Possibilistic Causal Networks for Handling Interventions: A New Propagation Algorithm

Salem Benferhat, Salma Smaoui, S. Benferhat, 2007, AAAI.

Editorial: Nonmonotonic Reasoning

Enrico Giunchiglia, Salem Benferhat, S. Benferhat, 2004, Artificial Intelligence.

An Alternative Inference for Qualitative Choice Logic

Salem Benferhat, Karima Sedki, Daniel Le Berre, 2006, ECAI.

Graphical and Logical-Based Representations of Uncertain Information in a Possibility Theory Framework

Salem Benferhat, 2010, SUM.

From using description logics to handling inconsistency in cooperative intrusion detection

Salem Benferhat, Tayeb Kenaza, Safa Yahi, 2010, 2010 International Conference on Machine and Web Intelligence.

Qualitative Possibilistic Decisions: Decomposition and Sequential Decisions Making

Salem Benferhat, Khaoula Boutouhami, Faiza Khellaf, 2016, ICAART.

Bridging Possibilistic Conditional Knowledge Bases and Partially Ordered Bases

Salem Benferhat, Sylvain Lagrue, Safa Yahi, 2010, JELIA.

Inference using compiled min-based possibilistic causal networks in the presence of interventions

Salem Benferhat, Nahla Ben Amor, Raouia Ayachi, 2014, Fuzzy Sets Syst..

Novel and Anomalous Behavior Detection using Bayesian Network Classifiers

Salem Benferhat, Karim Tabia, 2008, SECRYPT.

On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models

Salem Benferhat, Karim Tabia, Amélie Levray, 2015, ECSQARU.

Management of Uncertainty, Incompleteness, Imprecision and Conflict in Multiple Data Sources

Weiru Liu, Anthony Hunter, Salem Benferhat, 2004 .

On the Detection of Novel Attacks Using Behavioral Approaches

Salem Benferhat, Karim Tabia, 2008, ICSOFT.

Inconsistency Handling for Partially Preordered Ontologies: Going Beyond Elect

Salem Benferhat, Sihem Belabbes, 2019, KSEM.

Iterated Revision by Epistemic States: Axioms, Semantics and Syntax

Odile Papini, Sébastien Konieczny, Salem Benferhat, 2000, ECAI.

An Ontology for Classifying Vietnamese Dance Movements

Salem Benferhat, Karim Tabia, Mustapha Bourahla, 2018, PRAI 2018.

A generic framework for a compilation-based inference in probabilistic and possibilistic networks

Salem Benferhat, Nahla Ben Amor, Raouia Ayachi, 2014, Inf. Sci..

Bipolar Possibilistic Representations pdf

Didier Dubois, Henri Prade, Souhila Kaci, 2002, UAI.

Syntactic Combination of Uncertain Information: A Possibilistic Approach

Didier Dubois, Henri Prade, Salem Benferhat, 1997, ECSQARU-FAPR.

A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks

Khaled Mellouli, Salem Benferhat, Nahla Ben Amor, 2001, ECSQARU.

A Coherence-Based Approach to Default Reasoning

Salem Benferhat, Laurent Garcia, 1997, ECSQARU-FAPR.

Editorial - Special issue on nonmonotonic and uncertain reasoning

Gabriele Kern-Isberner, Salem Benferhat, 2008, Int. J. Approx. Reason..

How to reason from inconsistent ontologies with prioritized assertional bases

Salem Benferhat, Karim Tabia, Zied Bouraoui, 2016 .

How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases?

Salem Benferhat, Karim Tabia, Zied Bouraoui, 2015, IJCAI.

Revising partially ordered beliefs

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2002, NMR.

Conference paper assignment

Salem Benferhat, Jérôme Lang, J. Lang, 2001, Int. J. Intell. Syst..

Revising Partial Pre-Orders with Partial Pre-Orders: A Unit-Based Revision Framework

Weiru Liu, Salem Benferhat, Jianbing Ma, 2012, KR.

On the Decomposition of Min-based Possibilistic Influence Diagrams

Salem Benferhat, Faiza Khellaf, Ismahane Zeddigha, 2016, ICAART.

Binary naive possibilistic classifiers: Handling uncertain inputs

Salem Benferhat, Karim Tabia, S. Benferhat, 2009, Int. J. Intell. Syst..

Enhanced Correlation in an Intrusion Detection Process

Frédéric Cuppens, Fabien Autrel, Salem Benferhat, 2003, MMM-ACNS.

Argumentative inference in uncertain and inconsistent knowledge bases

Didier Dubois, Henri Prade, Salem Benferhat, 1993, UAI.

Modeling positive and negative information in possibility theory

Didier Dubois, Henri Prade, Souhila Kaci, 2008 .

On the Use of Clustering in Possibilistic Decision Tree Induction

Ilyes Jenhani, Zied Elouedi, Salem Benferhat, 2009, ECSQARU.

Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach

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

Editorial - Symbolic and quantitative approaches to reasoning wth uncertainty

Philippe Besnard, Salem Benferhat, 2002, J. Appl. Non Class. Logics.

Classifying Non-elementary Movements in Vietnamese Mõ Dances

Salem Benferhat, Mustapha Bourahla, Ma Thi Chau, 2019, HCI.

Handling Qualitative Preferences Using Normal Form Functions

Salem Benferhat, Karima Sedki, Daniel Le Berre, 2007, FLAIRS Conference.

On the Use of Possibilistic Bases for Local Computations in Product-Based Possibilistic Networks

Salem Benferhat, Salma Smaoui, 2007, Canadian Conference on AI.

Representing Default Rules in Possibilistic Logic

Didier Dubois, Henri Prade, Salem Benferhat, 1992, KR.

Revision over Partial Pre-orders: A Postulational Study

Weiru Liu, Salem Benferhat, Jianbing Ma, 2012, SUM.

Fusion: General concepts and characteristics

Rudolf Kruse, Isabelle Bloch, Frédéric Cuppens, 2001, Int. J. Intell. Syst..

Belief Revision of GIS Systems: The Results of REV!GIS

Odile Papini, Eric Würbel, Nic Wilson, 2005, ECSQARU.

Logical representation and fusion of prioritized information based on guaranteed possibility measures: Application to the distance-based merging of classical bases

Souhila Kaci, Salem Benferhat, S. Benferhat, 2003, Artif. Intell..

Comparing and Weakening Possibilistic Knowledge Bases

Thouraya Bouabana-Tebibel, Salem Benferhat, Lydia Bouzar-Benlabiod, 2014, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Elect: An Inconsistency Handling Approach for Partially Preordered Lightweight Ontologies

Jan Chomicki, Salem Benferhat, Sihem Belabbes, 2019, LPNMR.

Inférence dans les réseaux possibilistes basés sur le conditionnement ordinal

Khaled Mellouli, Salem Benferhat, Nahla Ben Amor, 2007, Rev. d'Intelligence Artif..

Reasoning with multiple-source information in a possibilistic logic framework

Salem Benferhat, Claudio Sossai, S. Benferhat, 2006, Inf. Fusion.

Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation

Salem Benferhat, Karim Tabia, S. Benferhat, 2010, PRICAI.

Hybrid Possibilistic Conditioning for Revision under Weighted Inputs

Salem Benferhat, Célia da Costa Pereira, Andrea Tettamanzi, 2012, ECAI.

Bipolar Representation and Fusion of Preferences on the Possibilistic Logic framework

Didier Dubois, Henri Prade, Souhila Kaci, 2002, KR.

A sequential reversible belief revision method based on polynomials

Odile Papini, Didier Dubois, Salem Benferhat, 1999, AAAI/IAAI.

Alert correlation in intrusion detection: Combining AI-based approaches for exploiting security oper

Salem Benferhat, Karim Tabia, Philippe Leray, 2011 .

Computing Specificity in Default Reasoning

Salem Benferhat, 2000 .

Experimental Comparative Study of Compilation-Based Inference in Bayesian and Possibilitic Networks

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

On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks

Salem Benferhat, Karim Tabia, Tayeb Kenaza, 2010, Fundam. Informaticae.

Analyzing belief function networks with conditional beliefs

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

A Lexicographic Inference for Partially Preordered Belief Bases

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2008, KR.

An Analysis of Sum-Based Incommensurable Belief Base Merging

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

An efficient QCL-based alert correlation process

Thouraya Bouabana-Tebibel, Salem Benferhat, Lydia Bouzar-Benlabiod, 2013, SEKE.

Handling Capabilities in Security Policies

Mouslim Tolba, Salem Benferhat, Karim Tabia, 2018, 2018 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).

A refresher on DL-Lite logic

Salem Benferhat, Zied Bouraoui, 2015 .

From Acceptation Relations to Causality Ascription in a Belief Function Framework

Zied Elouedi, Salem Benferhat, Imen Boukhris, 2012, ISAIM.

Conjunctive Choice Logic

Salem Benferhat, Abdelhamid Boudjelida, 2016, ISAIM.

An Overview of Inconsistency-Tolerant Inferences in Prioritized Knowledge Bases

Didier Dubois, Henri Prade, Salem Benferhat, 1999 .

An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks

Salem Benferhat, Nahla Ben Amor, Raouia Ayachi, 2011, 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence.

Non-Objection Inference for Inconsistency-Tolerant Query Answering

Madalina Croitoru, Odile Papini, Salem Benferhat, 2016, IJCAI.

Representing Lightweight Ontologies in a Product-Based Possibility Theory Framework

Salem Benferhat, Farid Nouioua, Khaoula Boutouhami, 2016, SMPS.

Reasoning with Uncertain Inputs in Possibilistic Networks

Salem Benferhat, Karim Tabia, S. Benferhat, 2014, KR.

Partially Preordered Inconsistent Lightweight Ontologies in Possibility Theory

Salem Benferhat, Sihem Belabbes, 2020, ISAIM.

Possibilistic Logic: A Theoretical Framework for Multiple Source Information Fusion

Didier Dubois, Henri Prade, Souhila Kaci, 2003 .

Compiling Possibilistic Networks: Alternative Approaches to Possibilistic Inference pdf

Salem Benferhat, Nahla Ben Amor, Rolf Haenni, 2010, UAI.

On the transformation between possibilistic logic bases and possibilistic causal networks

Didier Dubois, Henri Prade, Salem Benferhat, 2002, Int. J. Approx. Reason..

Proceedings of JOWO-2015. The Joint Ontology Workshops at IJCAI 2015

Marie-Laure Mugnier, Odile Papini, Kenneth Baclawski, 2015 .

Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning

Salem Benferhat, Karim Tabia, S. Benferhat, 2010, ECAI.

Inferring interventions in product-based possibilistic causal networks

Salem Benferhat, Salma Smaoui, S. Benferhat, 2011, Fuzzy Sets Syst..

Algorithms for Quantitative-Based Possibilistic Lightweight Ontologies

Salem Benferhat, Farid Nouioua, Khaoula Boutouhami, 2016, IEA/AIE.

Classification with Uncertain Observations Using Possibilistic Networks

Salem Benferhat, Karim Tabia, 2009, 2009 21st IEEE International Conference on Tools with Artificial Intelligence.

Querying DL-lite Knowledge Bases from Hidden Datasets

Odile Papini, Salem Benferhat, Mohamed Nazih Omri, 2018, ISAIM.

Possibilistic Networks: MAP Query and Computational Analysis

Salem Benferhat, Karim Tabia, Amélie Levray, 2018, 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI).

On the Syntactic Representation of Multiple Iterated Belief c-Revision

Salem Benferhat, Amen Ajroud, 2016, Computational Models of Rationality.

Merging Incommensurable Possibilistic DL-Lite Assertional Bases

Salem Benferhat, Zied Bouraoui, Sylvain Lagrue, 2015, JOWO@IJCAI.

A Practical Approach to Revising Prioritized Knowledge Bases

Didier Dubois, Henri Prade, Salem Benferhat, 1999, 1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410).

Towards Selecting Relevant Attributes using Decision Trees for Intrusion Detection

Salem Benferhat, Sylvain Gombault, Karima Sedki, 2007, HPCNCS.

Assertional Removed Sets Merging of DL-Lite Knowledge Bases

Odile Papini, Salem Benferhat, Zied Bouraoui, 2019, SUM.

On the Compilation of Stratified Belief Bases under Linear and Possibilistic Logic Policies

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

An Efficient Algorithm for Computing Elected Assertions in Partially Preordered Ontologies

Salem Benferhat, Sihem Belabbes, 2021, 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI).

Uncertain reasoning

Salem Benferhat, Kamal Premaratne, Alessandro Antonucci, 2021, Ann. Math. Artif. Intell..

Computing a Possibility Theory Repair for Partially Preordered Inconsistent Ontologies

Salem Benferhat, Sihem Belabbes, 2021, IEEE Transactions on Fuzzy Systems.

Handling inconsistency in partially preordered ontologies: the Elect method

Jan Chomicki, Salem Benferhat, Sihem Belabbes, 2021, J. Log. Comput..

From Interval-Valued Probabilities to Interval-Valued Possibilities: Case Studies of Interval Computation under Constraints

Vladik Kreinovich, Salem Benferhat, Martine Ceberio, 2014 .

Naive Bayesian Networks in Intrusion Detection Systems

Zied Elouedi, Salem Benferhat, Nahla Ben Amor, 2003 .

Infinitesimal Theories of Uncertainty for Plausible Reasoning

Salem Benferhat, S. Benferhat, 1998 .

Belief change: a brief overview

Odile Papini, Salem Benferhat, Sylvain Lagrue, 2004 .

HYPOTHETICAL REASONING IN POSSIBILISTIC LOGIC: BASIC NOTIONS, APPLICATIONS AND IMPLEMENTATION ISSUES

Didier Dubois, Henri Prade, Salem Benferhat, 1994 .

Making revision reversible: a method based on polynomials

Odile Papini, Didier Dubois, Salem Benferhat, 2002 .

Reasoning Under Inconsistency Based on Implicitly-Specified Partial Qualitative Probability Relations: A Unified Framework

Alessandro Saffiotti, Didier Dubois, Henri Prade, 1998, AAAI/IAAI.

Towards learning default rules by identifying big-stepped probabilities

Didier Dubois, Henri Prade, Salem Benferhat, 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).

Possibilistic Similarity Measures

Ilyes Jenhani, Zied Elouedi, Salem Benferhat, 2010 .

A possibilistic logic handling of strong preferences

Souhila Kaci, Salem Benferhat, S. Benferhat, 2001, Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569).