| 2017 | AICCSA | Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm. | Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli |
| 2017 | GECCO | Parallel ant colony optimization for evacuation planning. | Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli |
| 2015 | KES | A Hierarchical Decomposition Framework for Modeling Combinatorial Optimization Problems. | Marouene Chaieb, Jaber Jemai, Khaled Mellouli |
| 2012 | IPMU | A Possibilistic Rule-Based Classifier. | Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli |
| 2011 | ECSQARU | Possibilistic Classifiers for Uncertain Numerical Data. | Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli |
| 2010 | AICCSA | A possibilistic classification approach to handle continuous data. | Myriam Bounhas, Khaled Mellouli |
| 2010 | ISDA | A Multicriteria Bayesian Intelligent Tutoring System MBITS. | Ettarres Yamna, Khaled Mellouli, Pierre-Henri Wuillemin |
| 2009 | ECSQARU | Incremental Maintenance of Frequent Itemsets in Evidential Databases. | Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane, Khaled Mellouli |
| 2007 | ECSQARU | On Directed and Undirected Propagation Algorithms for Bayesian Networks. | Christophe Gonzales, Khaled Mellouli, Olfa Mourali |
| 2007 | ECSQARU | Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information. | Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi, Salem Benferhat, Khaled Mellouli |
| 2006 | AIMSA | Clustering Approach Using Belief Function Theory. | Sarra Ben Hariz, Zied Elouedi, Khaled Mellouli |
| 2006 | DIS | Learning Bayesian Network Equivalence Classes from Incomplete Data. | Hanen Borchani, Nahla Ben Amor, Khaled Mellouli |
| 2005 | ECSQARU | Qualitative Inference in Possibilistic Option Decision Trees. | Ilyes Jenhani, Zied Elouedi, Nahla Ben Amor, Khaled Mellouli |
| 2003 | ECSQARU | Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. | Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli |
| 2003 | ECSQARU | Directed Evidential Networks with Conditional Belief Functions. | Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli |
| 2001 | ECSQARU | A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks. | Nahla Ben Amor, Salem Benferhat, Khaled Mellouli |
| 2001 | ECSQARU | The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. | Zied Elouedi, Khaled Mellouli, Philippe Smets |
| 2001 | ECSQARU | Coarsening Approximations of Belief Functions. | Amel Ben Yaghlane, Thierry Denoeux, Khaled Mellouli |
| 2001 | ECSQARU | About Conditional Belief Function Independence. | Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli |
| 2000 | AIMSA | Classification with Belief Decision Trees. | Zied Elouedi, Khaled Mellouli, Philippe Smets |
| 2000 | DIS | Classiying Scenarios Using Belief Decision Trees. | Zied Elouedi, Khaled Mellouli |
| 1999 | ECSQARU | Optimized Algorithm for Learning Bayesian Network from Data. | Fdia Khalfallah, Khaled Mellouli |
| 1999 | ECSQARU | Updating Directed Belief Networks. | Boutheina Ben Yaghlane, Khaled Mellouli |
| 1998 | SMC | Propagating multi-observations in directed belief networks. | Fdia Khalfallah, Boutheina Ben Yaghlane, Khaled Mellouli |
| 1994 | IPMU | Decision Making Using Belief Functions: Evaluation of Information. | Khaled Mellouli |
| 1986 | IPMU | Qualitative Markov networks. | Khaled Mellouli, Glenn Shafer, Prakash P. Shenoy |
| 1986 | UAI | Propagation of belief functions: a distributed approach. | Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli |