Karim Tabia

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 49

Top Topics

Query Answering

Complexity Analysis

Top Venues

FLAIRS Conference

Publications

Sara Kebir, Karim Tabia
On Handling Concept Drift, Calibration and Explainability in Non-Stationary Environments and Resources Limited Contexts. ICAART (2) (2024)
Thibault Falque, Bertrand Mazure, Karim Tabia
Machine learning for predicting off-block delays: A case study at Paris - Charles de Gaulle International Airport. Data Knowl. Eng. 152 (2024)
Thibault Falque, Bertrand Mazure, Karim Tabia
Predicting Off-Block Delays: A Case Study at Paris - Charles de Gaulle International Airport. ICAART (2) (2023)
Salem Benferhat, Karim Tabia
Special journal issue on Uncertainty, Heterogeneity, Reliability and Explainability in AI. Int. J. Approx. Reason. 162 (2023)
Thibault Falque, Bertrand Mazure, Karim Tabia
Prédire et expliquer les retards au décollage : Une étude de cas à l'aéroport international de Paris - Charles de Gaulle. EGC (2023)
Sara Kebir, Karim Tabia
Anomaly Detection in Real Scarce Data: A Case Study on Monitoring Elderly's Physical Activity and Sleep. BIBE (2023)
Sara Kebir, Karim Tabia
JCPC : Approche de calibration des probabilités des classifieurs basée sur la règle de Jeffrey. EGC (2023)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
Symbolic Explanations for Multi-Label Classification. ICAART (3) (2023)
Sara Kebir, Karim Tabia
Classifier Probability Calibration Through Uncertain Information Revision. IPMU (2) (2022)
Hakim Radja, Yassine Djouadi, Karim Tabia
Towards an FCA-Based Approach for Explaining Multi-label Classification. IPMU (2) (2022)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
A Model-Agnostic SAT-based Approach for Symbolic Explanation Enumeration. CoRR (2022)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
A Symbolic Approach for Counterfactual Explanations. CoRR (2022)
Salem Benferhat, Zied Bouraoui, Truong-Thanh Ma, Karim Tabia
Representing Vietnamese Traditional Dances and Handling Inconsistent Information. IPMU (2) (2022)
Karim Tabia
Updating Probability Intervals with Uncertain Inputs. IJCAI (2022)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
ASTERYX : A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations. CoRR (2022)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations. CIKM (2021)
Sihem Belabbes, Yacine Izza, Nizar Mhadhbi, Tri-Thuc Vo, Karim Tabia, Salem Benferhat
An Ontology-based Approach for Building and Querying ICH Video Datasets. ICAART (1) (2020)
Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia
A Symbolic Approach for Counterfactual Explanations. SUM (2020)
Amélie Levray, Salem Benferhat, Karim Tabia
Possibilistic Networks: Computational Analysis of MAP and MPE Inference. Int. J. Artif. Intell. Tools 29 (03n04) (2020)
Cécile Carra, Karim Tabia
Smart Home for Seniors: Opportunities and Challenges for AI. ICAART (2) (2020)
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. ICMLA (2019)
Karim Tabia
Towards Explainable Multi-Label Classification. ICTAI (2019)
Sihem Belabbes, Chi Wee Tan, Tri-Thuc Vo, Yacine Izza, Karim Tabia, Sylvain Lagrue, Salem Benferhat
Query Answering from Traditional Dance Videos: Case Study of Zapin Dances. ICTAI (2019)
Sylvain Lagrue, Nathalie Chetcuti-Sperandio, Fabien Delorme, Ma Thi Chau, Duyen Ngo Thi, Karim Tabia, Salem Benferhat
An Ontology Web Application-based Annotation Tool for Intangible Culture Heritage Dance Videos. SUMAC @ ACM Multimedia (2019)
Tung Pham Thanh, Salem Benferhat, Ma Thi Chau, Truong-Thanh Ma, Karim Tabia, Le Thanh Ha
On the Detection of Video's Ethnic Vietnamese Thai Dance Movements. SITIS (2019)
Salem Benferhat, Karim Tabia, Amélie Levray
A complexity analysis of MPE inference in possibilistic networks. FUZZ-IEEE (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. ICCSAMA (2019)
Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, Karim Tabia, Thanh-Nghi Do, Huu-Hoa Nguyen
An Ontology-based Modelling of Vietnamese Traditional Dances (S). SEKE (2018)
Mouslim Tolba, Salem Benferhat, Karim Tabia, Abdelkader Belkhir
Handling Capabilities in Security Policies. TrustCom/BigDataSE (2018)
Salem Benferhat, Amélie Levray, Karim Tabia
Possibilistic Networks: MAP Query and Computational Analysis. ICTAI (2018)
Karim Tabia
Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic Setting. FLAIRS Conference (2018)
Salem Benferhat, Vladik Kreinovich, Amélie Levray, Karim Tabia
Qualitative conditioning in an interval-based possibilistic setting. Fuzzy Sets Syst. 343 (2018)
Karim Tabia, Mohand Saïd Allili
Special Track on Uncertain Reasoning. FLAIRS Conference (2018)
Karim Tabia, Hugues Wattez, Nicolas Ydée, Karima Sedki
Data Analytics and Visualization for Connected Objects: A Case Study for Sleep and Physical Activity Trackers. IEA/AIE (2018)
Maroua Haddad, Philippe Leray, Amélie Levray, Karim Tabia
Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison. FLAIRS Conference (2017)
Abdelmoutia Telli, Salem Benferhat, Mustapha Bourahla, Zied Bouraoui, Karim Tabia
Polynomial Algorithms for Computing a Single Preferred Assertional-Based Repair. Künstliche Intell. 31 (1) (2017)
Ob-orm Muangmoon, Pradorn Sureephong, Karim Tabia
Dance Training Tool Using Kinect-Based Skeleton Tracking and Evaluating Dancer's Performance. IEA/AIE (2) (2017)
Ma Thi Chai, Karim Tabia, Sylvain Lagrue, Le Thanh Ha, The Duy Bui, Thuy Nguyen-Thanh
Annotating Movement Phrases in Vietnamese Folk Dance Videos. IEA/AIE (2) (2017)
Salem Benferhat, Karim Tabia, Moonis Ali
Intelligence Systems: Trends and Challenges. AI Mag. 38 (4) (2017)
Salem Benferhat, Amélie Levray, Karim Tabia
Approximating MAP Inference in Credal Networks Using Probability-Possibility Transformations. ICTAI (2017)
Salem Benferhat, Mouslim Tolba, Karim Tabia, Abdelkader Belkhir
Integrating non elementary actions in access control models. SIN (2016)
Karim Tabia
Possibilistic Graphical Models for Uncertainty Modeling. SUM (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. JELIA (2016)
Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich
Set-Valued Conditioning in a Possibility Theory Setting. ECAI (2016)
Salem Benferhat, Zied Bouraoui, Huma Chadhry, Mohd Shafry Mohd Rahim, Karim Tabia, Abdelmoutia Telli
Characterizing Non-Defeated Repairs in Inconsistent Lightweight Ontologies. SITIS (2016)
Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Odile Papini, Karim Tabia
Non-Objection Inference for Inconsistency-Tolerant Query Answering. IJCAI (2016)
Salem Benferhat, Mouslim Tolba, Karim Tabia, Abdelkader Belkhir
Representing sequences of actions in access control security policies. PrAISe@ECAI (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. CoRR (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. KR (2016)
Salem Benferhat, Martine Ceberio, Vladik Kreinovich, Sylvain Lagrue, Karim Tabia
On the Normalization of Interval-Based Possibility Distributions. FLAIRS Conference (2015)
Salem Benferhat, Amélie Levray, Karim Tabia, Vladik Kreinovich
Compatible-Based Conditioning in Interval-Based Possibilistic Logic. IJCAI (2015)
Salem Benferhat, Amélie Levray, Karim Tabia
Probability-Possibility Transformations: Application to Credal Networks. SUM (2015)
Salem Benferhat, Amélie Levray, Karim Tabia
On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models. ECSQARU (2015)
Salem Benferhat, Zied Bouraoui, Karim Tabia
Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases. FLAIRS Conference (2015)
Salem Benferhat, Zied Bouraoui, Karim Tabia
How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? IJCAI (2015)
Salem Benferhat, Sylvain Lagrue, Karim Tabia
Interval-Based Possibilistic Networks. SUM (2014)
Salem Benferhat, Sylvain Lagrue, Karim Tabia
Analysis of interval-based possibilistic networks. ECAI (2014)
Salem Benferhat, Karim Tabia, Mouaad Kezih, Mahmoud Taibi
Post-processing a classifier's predictions: Strategies and empirical evaluation. ECAI (2014)
Salem Benferhat, Zied Bouraoui, Karim Tabia
On the Revision of Prioritized DL-Lite Knowledge Bases. SUM (2014)
Saïd Jabbour, Mehdi Khiari, Lakhdar Sais, Yakoub Salhi, Karim Tabia
Symétries et Extraction de Motifs Ensemblistes. EGC (2014)
Salem Benferhat, Karim Tabia
Reasoning with Uncertain Inputs in Possibilistic Networks. KR (2014)
Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia, Habiba Drias
An intrusion detection and alert correlation approach based on revising probabilistic classifiers using expert knowledge. Appl. Intell. 38 (4) (2013)
Saïd Jabbour, Mehdi Khiari, Lakhdar Sais, Yakoub Salhi, Karim Tabia
Symmetry-Based Pruning in Itemset Mining. ICTAI (2013)
Daniel Caragata, Karim Tabia, Mauricio Luduena
Cryptanalysis of a chaos-based encryption algorithm for distributed systems. ICITST (2013)
Salem Benferhat, Jérôme Delobelle, Karim Tabia
Three-Valued Possibilistic Networks: Semantics & Inference. ICTAI (2013)
Saïd Jabbour, Lakhdar Sais, Yakoub Salhi, Karim Tabia
Symmetries in Itemset Mining. ECAI (2012)
Salem Benferhat, Karim Tabia
Inference in possibilistic network classifiers under uncertain observations. Ann. Math. Artif. Intell. 64 (2-3) (2012)
Salem Benferhat, Karim Tabia
Three-valued possibilistic networks. ECAI (2012)
Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia
Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation. ICTAI (2012)
Salem Benferhat, Karim Tabia, Karima Sedki
Jeffrey's rule of conditioning in a possibilistic framework - An analysis of the existence and uniqueness of the solution. Ann. Math. Artif. Intell. 61 (3) (2011)
Karim Tabia
Possibilistic Network-Based Classifiers: On the Reject Option and Concept Drift Issues. SUM (2011)
Karim Tabia, Philippe Leray
Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs. Intell. Data Anal. 15 (6) (2011)
Karim Tabia, Philippe Leray
Handling IDS' Reliability in Alert Correlation - A Bayesian Network-based Model for Handling IDS's Reliability and Controlling Prediction/False Alarm Rate Tradeoffs. SECRYPT (2010)
Karim Tabia, Philippe Leray
Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability. IPMU (2) (2010)
Tayeb Kenaza, Karim Tabia, Salem Benferhat
On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks. Fundam. Informaticae 105 (4) (2010)
Salem Benferhat, Karim Tabia
Belief Revision of Product-Based Causal Possibilistic Networks. Canadian Conference on AI (2010)
Salem Benferhat, Karim Tabia
Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning. ECAI (2010)
Salem Benferhat, Karim Tabia, Karima Sedki
On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework. ISAIM (2010)
Salem Benferhat, Karim Tabia
Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation. PRICAI (2010)
Salem Benferhat, Karim Tabia
Classification with Uncertain Observations Using Possibilistic Networks. ICTAI (2009)
Salem Benferhat, Karim Tabia
On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers. IFSA/EUSFLAT Conf. (2009)
Salem Benferhat, Karim Tabia
Binary naive possibilistic classifiers: Handling uncertain inputs. Int. J. Intell. Syst. 24 (12) (2009)
Salem Benferhat, Karim Tabia
Anomaly Detection Using Behavioral Approaches. ICSOFT (Selected Papers) (2008)
Salem Benferhat, Karim Tabia
Context-based Profiling for Anomaly Intrusion Detection with Diagnosis. ARES (2008)
Karim Tabia, Salem Benferhat
On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. ICMLA (2008)
Salem Benferhat, Karim Tabia
On the Detection of Novel Attacks Using Behavioral Approaches. ICSOFT (PL/DPS/KE) (2008)
Salem Benferhat, Karim Tabia
Classification features for detecting Server-side and Client-side Web attacks. SEC (2008)
Karim Tabia, Salem Benferhat, Yassine Djouadi
A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches. LCN (2008)
Salem Benferhat, Karim Tabia
Integrating Anomaly-Based Approach into Bayesian Network Classifiers. ICETE (Selected Papers) (2008)
Salem Benferhat, Karim Tabia
An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs. SUM (2008)
Salem Benferhat, Karim Tabia
New Schemes for Anomaly Score Aggregation and Thresholding. SECRYPT (2008)
Salem Benferhat, Karim Tabia
Aggregation and Thresholding Schemes for Anomaly-Based Approaches. ICETE (Selected Papers) (2008)
Salem Benferhat, Karim Tabia
Novel and Anomalous Behavior Detection using Bayesian Network Classifiers. SECRYPT (2008)
Salem Benferhat, Karim Tabia
On the combination of naive Bayes and decision trees for intrusion detection. CIMCA/IAWTIC (2005)