| 2026 | AIME | Predicting Critical Deterioration of Patients in Emergency Units Using Administrative Health Data. | Clment Lens, Bilal Majed, Pierre Marquis, Karim Tabia, Romain Wallon |
| 2025 | ECAI | Probabilistic Belief Update When Inputs Are Uncertain: The Inverse Problem Perspective. | Karim Tabia |
| 2024 | ICAART | On Handling Concept Drift, Calibration and Explainability in Non-Stationary Environments and Resources Limited Contexts. | Sara Kebir, Karim Tabia |
| 2023 | BIBE | Anomaly Detection in Real Scarce Data: A Case Study on Monitoring Elderly's Physical Activity and Sleep. | Sara Kebir, Karim Tabia |
| 2023 | ICAART | Symbolic Explanations for Multi-Label Classification. | Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia |
| 2023 | ICAART | Predicting Off-Block Delays: A Case Study at Paris - Charles de Gaulle International Airport. | Thibault Falque, Bertrand Mazure, Karim Tabia |
| 2022 | IJCAI | Updating Probability Intervals with Uncertain Inputs. | Karim Tabia |
| 2022 | IPMU | Representing Vietnamese Traditional Dances and Handling Inconsistent Information. | Salem Benferhat, Zied Bouraoui, Truong-Thanh Ma, Karim Tabia |
| 2022 | IPMU | Classifier Probability Calibration Through Uncertain Information Revision. | Sara Kebir, Karim Tabia |
| 2022 | IPMU | Towards an FCA-Based Approach for Explaining Multi-label Classification. | Hakim Radja, Yassine Djouadi, Karim Tabia |
| 2021 | CIKM | ASTERYX: A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations. | Ryma Boumazouza, Fahima Cheikh Alili, Bertrand Mazure, Karim Tabia |
| 2020 | ICAART | An Ontology-based Approach for Building and Querying ICH Video Datasets. | Sihem Belabbes, Yacine Izza, Nizar Mhadhbi, Tri-Thuc Vo, Karim Tabia, Salem Benferhat |
| 2020 | ICAART | Smart Home for Seniors: Opportunities and Challenges for AI. | Ccile Carra, Karim Tabia |
| 2019 | ICMLA | 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 |
| 2019 | ICTAI | 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 |
| 2019 | ICTAI | Towards Explainable Multi-Label Classification. | Karim Tabia |
| 2018 | FlAIRS | Analysis of Jeffrey's Rule of Conditioning in an Imprecise Probabilistic Setting. | Karim Tabia |
| 2018 | FlAIRS | Special Track on Uncertain Reasoning. | Karim Tabia, Mohand Sad Allili |
| 2018 | ICTAI | Possibilistic Networks: MAP Query and Computational Analysis. | Salem Benferhat, Amlie Levray, Karim Tabia |
| 2018 | TrustCom | Handling Capabilities in Security Policies. | Mouslim Tolba, Salem Benferhat, Karim Tabia, Abdelkader Belkhir |
| 2018 | SEKE | An Ontology-based Modelling of Vietnamese Traditional Dances (S). | Truong-Thanh Ma, Salem Benferhat, Zied Bouraoui, Karim Tabia, Thanh-Nghi Do, Huu-Hoa Nguyen |
| 2017 | FlAIRS | Learning the Parameters of Possibilistic Networks from Data: Empirical Comparison. | Maroua Haddad, Philippe Leray, Amlie Levray, Karim Tabia |
| 2017 | ICTAI | Approximating MAP Inference in Credal Networks Using Probability-Possibility Transformations. | Salem Benferhat, Amlie Levray, Karim Tabia |
| 2016 | ECAI | Set-Valued Conditioning in a Possibility Theory Setting. | Salem Benferhat, Amlie Levray, Karim Tabia, Vladik Kreinovich |
| 2016 | ECAI | Representing sequences of actions in access control security policies. | Salem Benferhat, Mouslim Tolba, Karim Tabia, Abdelkader Belkhir |
| 2016 | IJCAI | Non-Objection Inference for Inconsistency-Tolerant Query Answering. | Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Odile Papini, Karim Tabia |
| 2016 | JELIA | Inconsistency-Tolerant Query Answering: Rationality Properties and Computational Complexity Analysis. | Jean-Franois Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia |
| 2016 | KR | A General Modifier-Based Framework for Inconsistency-Tolerant Query Answering. | Jean-Franois Baget, Salem Benferhat, Zied Bouraoui, Madalina Croitoru, Marie-Laure Mugnier, Odile Papini, Swan Rocher, Karim Tabia |
| 2016 | SIN | Integrating non elementary actions in access control models. | Salem Benferhat, Mouslim Tolba, Karim Tabia, Abdelkader Belkhir |
| 2015 | ECSQARU | On the Analysis of Probability-Possibility Transformations: Changing Operations and Graphical Models. | Salem Benferhat, Amlie Levray, Karim Tabia |
| 2015 | FlAIRS | Non Defeated-Based Repair in Possibilistic DL-Lite Knowledge Bases. | Salem Benferhat, Zied Bouraoui, Karim Tabia |
| 2015 | FlAIRS | On the Normalization of Interval-Based Possibility Distributions. | Salem Benferhat, Martine Ceberio, Vladik Kreinovich, Sylvain Lagrue, Karim Tabia |
| 2015 | IJCAI | How to Select One Preferred Assertional-Based Repair from Inconsistent and Prioritized DL-Lite Knowledge Bases? | Salem Benferhat, Zied Bouraoui, Karim Tabia |
| 2015 | IJCAI | Compatible-Based Conditioning in Interval-Based Possibilistic Logic. | Salem Benferhat, Amlie Levray, Karim Tabia, Vladik Kreinovich |
| 2014 | ECAI | Analysis of interval-based possibilistic networks. | Salem Benferhat, Sylvain Lagrue, Karim Tabia |
| 2014 | ECAI | Post-processing a classifier's predictions: Strategies and empirical evaluation. | Salem Benferhat, Karim Tabia, Mouaad Kezih, Mahmoud Taibi |
| 2014 | KR | Reasoning with Uncertain Inputs in Possibilistic Networks. | Salem Benferhat, Karim Tabia |
| 2013 | ICTAI | Three-Valued Possibilistic Networks: Semantics & Inference. | Salem Benferhat, Jrme Delobelle, Karim Tabia |
| 2013 | ICTAI | Symmetry-Based Pruning in Itemset Mining. | Sad Jabbour, Mehdi Khiari, Lakhdar Sais, Yakoub Salhi, Karim Tabia |
| 2012 | ECAI | Three-valued possibilistic networks. | Salem Benferhat, Karim Tabia |
| 2012 | ECAI | Symmetries in Itemset Mining. | Sad Jabbour, Lakhdar Sais, Yakoub Salhi, Karim Tabia |
| 2012 | ICTAI | Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation. | Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia |
| 2010 | AI | Belief Revision of Product-Based Causal Possibilistic Networks. | Salem Benferhat, Karim Tabia |
| 2010 | ECAI | Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning. | Salem Benferhat, Karim Tabia |
| 2010 | IPMU | Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability. | Karim Tabia, Philippe Leray |
| 2010 | ISAIM | On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework. | Salem Benferhat, Karim Tabia, Karima Sedki |
| 2010 | PRICAI | Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation. | Salem Benferhat, Karim Tabia |
| 2010 | SECRYPT | 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 |
| 2009 | EUSFLAT | On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers. | Salem Benferhat, Karim Tabia |
| 2009 | ICTAI | Classification with Uncertain Observations Using Possibilistic Networks. | Salem Benferhat, Karim Tabia |
| 2008 | ICMLA | On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. | Karim Tabia, Salem Benferhat |
| 2008 | ICSoft | On the Detection of Novel Attacks Using Behavioral Approaches. | Salem Benferhat, Karim Tabia |
| 2008 | ICSoft | Anomaly Detection Using Behavioral Approaches. | Salem Benferhat, Karim Tabia |
| 2008 | LCN | A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches. | Karim Tabia, Salem Benferhat, Yassine Djouadi |
| 2008 | SEC | Classification features for detecting Server-side and Client-side Web attacks. | Salem Benferhat, Karim Tabia |
| 2008 | SECRYPT | Novel and Anomalous Behavior Detection using Bayesian Network Classifiers. | Salem Benferhat, Karim Tabia |
| 2008 | SECRYPT | New Schemes for Anomaly Score Aggregation and Thresholding. | Salem Benferhat, Karim Tabia |