On the combination of naive Bayes and decision trees for intrusion detection. - Salem Benferhat; Karim Tabia (CIMCA/IAWTIC, 2005)

Context-based Profiling for Anomaly Intrusion Detection with Diagnosis. - Salem Benferhat; Karim Tabia (ARES, 2008)

Integrating Anomaly-Based Approach into Bayesian Network Classifiers. - Salem Benferhat; Karim Tabia (ICETE (Selected Papers), 2008)

Aggregation and Thresholding Schemes for Anomaly-Based Approaches. - Salem Benferhat; Karim Tabia (ICETE (Selected Papers), 2008)

On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. - Karim Tabia; Salem Benferhat (ICMLA, 2008)

On the Detection of Novel Attacks Using Behavioral Approaches. - Salem Benferhat; Karim Tabia (ICSOFT (PL/DPS/KE), 2008)

Anomaly Detection Using Behavioral Approaches. - Salem Benferhat; Karim Tabia (ICSOFT (Selected Papers), 2008)

A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches. - Karim Tabia; Salem Benferhat; Yassine Djouadi (LCN, 2008)

Classification features for detecting Server-side and Client-side Web attacks. - Salem Benferhat; Karim Tabia (SEC, 2008)

Novel and Anomalous Behavior Detection using Bayesian Network Classifiers. - Salem Benferhat; Karim Tabia (SECRYPT, 2008)

New Schemes for Anomaly Score Aggregation and Thresholding. - Salem Benferhat; Karim Tabia (SECRYPT, 2008)

An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs. - Salem Benferhat; Karim Tabia (SUM, 2008)

On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers. - Salem Benferhat; Karim Tabia (IFSA/EUSFLAT Conf., 2009)

Classification with Uncertain Observations Using Possibilistic Networks. - Salem Benferhat; Karim Tabia (ICTAI, 2009)

Binary naive possibilistic classifiers: Handling uncertain inputs. - Salem Benferhat; Karim Tabia (Int. J. Intell. Syst., 2009)

Belief Revision of Product-Based Causal Possibilistic Networks. - Salem Benferhat; Karim Tabia (Canadian AI, 2010)

Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning. - Salem Benferhat; Karim Tabia (ECAI, 2010)

Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability. - Karim Tabia; Philippe Leray 001 (IPMU (2), 2010)

On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework. - Salem Benferhat; Karim Tabia; Karima Sedki (ISAIM, 2010)

Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation. - Salem Benferhat; Karim Tabia (PRICAI, 2010)

Handling IDS' Reliability in Alert Correlation - A Bayesian Network-based Model for Handling IDS's Reliability and Controlling Prediction/False Alarm Rate Tradeoffs. - Karim Tabia; Philippe Leray 001 (SECRYPT, 2010)

On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks. - Tayeb Kenaza; Karim Tabia; Salem Benferhat (Fundam. Informaticae, 2010)

Possibilistic Network-Based Classifiers: On the Reject Option and Concept Drift Issues. - Karim Tabia (SUM, 2011)

Jeffrey's rule of conditioning in a possibilistic framework - An analysis of the existence and uniqueness of the solution. - Salem Benferhat; Karim Tabia; Karima Sedki (Ann. Math. Artif. Intell., 2011)

Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs. - Karim Tabia; Philippe Leray 001 (Intell. Data Anal., 2011)

Three-valued possibilistic networks. - Salem Benferhat; Karim Tabia (ECAI, 2012)

Symmetries in Itemset Mining. - Saïd Jabbour; Lakhdar Sais; Yakoub Salhi; Karim Tabia (ECAI, 2012)

Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation. - Salem Benferhat; Abdelhamid Boudjelida; Karim Tabia (ICTAI, 2012)

Inference in possibilistic network classifiers under uncertain observations. - Salem Benferhat; Karim Tabia (Ann. Math. Artif. Intell., 2012)

Cryptanalysis of a chaos-based encryption algorithm for distributed systems. - Daniel Caragata; Karim Tabia; Mauricio Luduena (ICITST, 2013)

Three-Valued Possibilistic Networks: Semantics & Inference. - Salem Benferhat; Jérôme Delobelle; Karim Tabia (ICTAI, 2013)

Symmetry-Based Pruning in Itemset Mining. - Saïd Jabbour; Mehdi Khiari; Lakhdar Sais; Yakoub Salhi; Karim Tabia (ICTAI, 2013)

An intrusion detection and alert correlation approach based on revising probabilistic classifiers using expert knowledge. - Salem Benferhat; Abdelhamid Boudjelida; Karim Tabia; Habiba Drias (Appl. Intell., 2013)

Analysis of interval-based possibilistic networks. - Salem Benferhat; Sylvain Lagrue; Karim Tabia (ECAI, 2014)

Post-processing a classifier's predictions: Strategies and empirical evaluation. - Salem Benferhat; Karim Tabia; Mouaad Kezih; Mahmoud Taibi (ECAI, 2014)

Symétries et Extraction de Motifs Ensemblistes. - Saïd Jabbour; Mehdi Khiari; Lakhdar Sais; Yakoub Salhi; Karim Tabia (EGC, 2014)

Reasoning with Uncertain Inputs in Possibilistic Networks. - Salem Benferhat; Karim Tabia (KR, 2014)

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

Interval-Based Possibilistic Networks. - Salem Benferhat; Sylvain Lagrue; Karim Tabia (SUM, 2014)

On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models. - Salem Benferhat; Amélie Levray; Karim Tabia (ECSQARU, 2015)

Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases. - Salem Benferhat; Zied Bouraoui; Karim Tabia (FLAIRS, 2015)

On the Normalization of Interval-Based Possibility Distributions. - Salem Benferhat; Martine Ceberio; Vladik Kreinovich; Sylvain Lagrue; Karim Tabia (FLAIRS, 2015)

How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? - Salem Benferhat; Zied Bouraoui; Karim Tabia (IJCAI, 2015)

Compatible-Based Conditioning in Interval-Based Possibilistic Logic. - Salem Benferhat; Amélie Levray; Karim Tabia; Vladik Kreinovich (IJCAI, 2015)

Probability-Possibility Transformations: Application to Credal Networks. - Salem Benferhat; Amélie Levray; Karim Tabia (SUM, 2015)

Set-Valued Conditioning in a Possibility Theory Setting. - Salem Benferhat; Amélie Levray; Karim Tabia; Vladik Kreinovich (ECAI, 2016)

Representing sequences of actions in access control security policies. - Salem Benferhat; Mouslim Tolba; Karim Tabia; Abdelkader Belkhir (PrAISe@ECAI, 2016)

Non-Objection Inference for Inconsistency-Tolerant Query Answering. - Salem Benferhat; Zied Bouraoui; Madalina Croitoru; Odile Papini; Karim Tabia (IJCAI, 2016)

Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis. - Jean-François Baget; Salem Benferhat; Zied Bouraoui; Madalina Croitoru; Marie-Laure Mugnier; Odile Papini; Swan Rocher; Karim Tabia (JELIA, 2016)

A General Modifier-Based Framework for Inconsistency-Tolerant Query Answering. - Jean-François Baget; Salem Benferhat; Zied Bouraoui; Madalina Croitoru; Marie-Laure Mugnier; Odile Papini; Swan Rocher; Karim Tabia (KR, 2016)

Integrating non elementary actions in access control models. - Salem Benferhat; Mouslim Tolba; Karim Tabia; Abdelkader Belkhir (SIN, 2016)

Characterizing Non-Defeated Repairs in Inconsistent Lightweight Ontologies. - Salem Benferhat; Zied Bouraoui; Huma Chadhry; Mohd Shafry Mohd Rahim; Karim Tabia; Abdelmoutia Telli (SITIS, 2016)

Possibilistic Graphical Models for Uncertainty Modeling. - Karim Tabia (SUM, 2016)

Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison. - Maroua Haddad 001; Philippe Leray 001; Amélie Levray; Karim Tabia (FLAIRS, 2017)

Approximating MAP Inference in Credal Networks Using Probability-Possibility Transformations. - Salem Benferhat; Amélie Levray; Karim Tabia (ICTAI, 2017)

Annotating Movement Phrases in Vietnamese Folk Dance Videos. - Ma Thi Chai; Karim Tabia; Sylvain Lagrue; Le Thanh Ha; The Duy Bui; Thuy Nguyen-Thanh (IEA/AIE (2), 2017)

Dance Training Tool Using Kinect-Based Skeleton Tracking and Evaluating Dancer's Performance. - Ob-orm Muangmoon; Pradorn Sureephong; Karim Tabia (IEA/AIE (2), 2017)

Intelligence Systems: Trends and Challenges. - Salem Benferhat; Karim Tabia; Moonis Ali (AI Mag., 2017)

Polynomial Algorithms for Computing a Single Preferred Assertional-Based Repair. - Abdelmoutia Telli; Salem Benferhat; Mustapha Bourahla; Zied Bouraoui; Karim Tabia (Künstliche Intell., 2017)

Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic Setting. - Karim Tabia (FLAIRS, 2018)

Special Track on Uncertain Reasoning. - Karim Tabia; Mohand Saïd Allili (FLAIRS, 2018)

Possibilistic Networks: MAP Query and Computational Analysis. - Salem Benferhat; Amélie Levray; Karim Tabia (ICTAI, 2018)

Data Analytics and Visualization for Connected Objects: A Case Study for Sleep and Physical Activity Trackers. - Karim Tabia; Hugues Wattez; Nicolas Ydée; Karima Sedki (IEA/AIE, 2018)

An Ontology-based Modelling of Vietnamese Traditional Dances (S). - Truong-Thanh Ma; Salem Benferhat; Zied Bouraoui; Karim Tabia; Thanh-Nghi Do; Huu-Hoa Nguyen (SEKE, 2018)

Handling Capabilities in Security Policies. - Mouslim Tolba; Salem Benferhat; Karim Tabia; Abdelkader Belkhir (TrustCom/BigDataSE, 2018)

Qualitative conditioning in an interval-based possibilistic setting. - Salem Benferhat; Vladik Kreinovich; Amélie Levray; Karim Tabia (Fuzzy Sets Syst., 2018)

Contributions to Reasoning under uncertainty in a Possibilistic Setting. - Karim Tabia (2019)

A complexity analysis of MPE inference in possibilistic networks. - Salem Benferhat; Karim Tabia; Amélie Levray (FUZZ-IEEE, 2019)

Stacking of SVMs for Classifying Intangible Cultural Heritage Images. - Thanh-Nghi Do; The-Phi Pham; Nguyen-Khang Pham; Huu-Hoa Nguyen; Karim Tabia; Salem Benferhat (ICCSAMA, 2019)

An Automatic Extraction Tool for Ethnic Vietnamese Thai Dances Concepts. - Truong-Thanh Ma; Salem Benferhat; Zied Bouraoui; Karim Tabia; Thanh-Nghi Do; Nguyen-Khang Pham (ICMLA, 2019)

Query Answering from Traditional Dance Videos: Case Study of Zapin Dances. - Sihem Belabbes; Chi Wee Tan; Tri-Thuc Vo; Yacine Izza; Karim Tabia; Sylvain Lagrue; Salem Benferhat (ICTAI, 2019)

Towards Explainable Multi-Label Classification. - Karim Tabia (ICTAI, 2019)

An Ontology Web Application-based Annotation Tool for Intangible Culture Heritage Dance Videos. - Sylvain Lagrue; Nathalie Chetcuti-Sperandio; Fabien Delorme; Ma Thi Chau; Duyen Ngo Thi; Karim Tabia; Salem Benferhat (SUMAC @ ACM Multimedia, 2019)

On the Detection of Video's Ethnic Vietnamese Thai Dance Movements. - Tung Pham Thanh; Salem Benferhat; Ma Thi Chau; Truong-Thanh Ma; Karim Tabia; Le Thanh Ha (SITIS, 2019)

Belief Graphical Models for Uncertainty Representation and Reasoning. - Salem Benferhat; Philippe Leray 001; Karim Tabia (A Guided Tour of Artificial Intelligence Research (2) (II), 2020)

An Ontology-based Approach for Building and Querying ICH Video Datasets. - Sihem Belabbes; Yacine Izza; Nizar Mhadhbi; Tri-Thuc Vo; Karim Tabia; Salem Benferhat (ICAART (1), 2020)

Smart Home for Seniors: Opportunities and Challenges for AI. - Cécile Carra; Karim Tabia (ICAART (2), 2020)

A Symbolic Approach for Counterfactual Explanations. - Ryma Boumazouza; Fahima Cheikh Alili; Bertrand Mazure; Karim Tabia (SUM, 2020)

Possibilistic Networks: Computational Analysis of MAP and MPE Inference. - Amélie Levray; Salem Benferhat; Karim Tabia (Int. J. Artif. Intell. Tools, 2020)

ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations. - Ryma Boumazouza; Fahima Cheikh Alili; Bertrand Mazure; Karim Tabia (CIKM, 2021)

Updating Probability Intervals with Uncertain Inputs. - Karim Tabia (IJCAI, 2022)

Representing Vietnamese Traditional Dances and Handling Inconsistent Information. - Salem Benferhat; Zied Bouraoui; Truong-Thanh Ma; Karim Tabia (IPMU (2), 2022)

Classifier Probability Calibration Through Uncertain Information Revision. - Sara Kebir; Karim Tabia (IPMU (2), 2022)

Towards an FCA-Based Approach for Explaining Multi-label Classification. - Hakim Radja; Yassine Djouadi; Karim Tabia (IPMU (2), 2022)

A Model-Agnostic SAT-based Approach for Symbolic Explanation Enumeration. - Ryma Boumazouza; Fahima Cheikh Alili; Bertrand Mazure; Karim Tabia (CoRR, 2022)

Anomaly Detection in Real Scarce Data: A Case Study on Monitoring Elderly's Physical Activity and Sleep. - Sara Kebir; Karim Tabia (BIBE, 2023)

Prédire et expliquer les retards au décollage : Une étude de cas à l'aéroport international de Paris - Charles de Gaulle. - Thibault Falque; Bertrand Mazure; Karim Tabia (EGC, 2023)

JCPC : Approche de calibration des probabilités des classifieurs basée sur la règle de Jeffrey. - Sara Kebir; Karim Tabia (EGC, 2023)

Symbolic Explanations for Multi-Label Classification. - Ryma Boumazouza; Fahima Cheikh Alili; Bertrand Mazure; Karim Tabia (ICAART (3), 2023)

Predicting Off-Block Delays: A Case Study at Paris - Charles de Gaulle International Airport. - Thibault Falque; Bertrand Mazure; Karim Tabia (ICAART (2), 2023)

Special journal issue on Uncertainty, Heterogeneity, Reliability and Explainability in AI. - Salem Benferhat; Karim Tabia (Int. J. Approx. Reason., 2023)

On Handling Concept Drift, Calibration and Explainability in Non-Stationary Environments and Resources Limited Contexts. - Sara Kebir; Karim Tabia (ICAART (2), 2024)

Machine learning for predicting off-block delays: A case study at Paris - Charles de Gaulle International Airport. - Thibault Falque; Bertrand Mazure; Karim Tabia (Data Knowl. Eng., 2024)