Khaled Mellouli

Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier: Possibilistic classifiers for numerical data. Soft Comput. 17(5): 733-751 (2013)

Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli: Propagation of Belief Functions: A Distributed Approach. CoRR abs/1304.3109 (2013)

Allani Abderrahim, El-Ghazali Talbi, Khaled Mellouli: Hybridization of Genetic and Quantum Algorithm for gene Selection and Classification of microarray Data. Int. J. Found. Comput. Sci. 23(2): 431-444 (2012)

Jaber Jemai, Manel Zekri, Khaled Mellouli: An NSGA-II Algorithm for the Green Vehicle Routing Problem. EvoCOP 2012: 37-48

Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli: A Possibilistic Rule-Based Classifier. IPMU (1) 2012: 21-31

Hend Bouziri, Khaled Mellouli, El-Ghazali Talbi: The k-coloring fitness landscape. J. Comb. Optim. 21(3): 306-329 (2011)

Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli: Possibilistic Classifiers for Uncertain Numerical Data. ECSQARU 2011: 434-446

Thabet Slimani, Boutheina Ben Yaghlane, Khaled Mellouli: SSERank: semantic search engine for page ranking based on the relations weight. IJMSO 5(1): 72-84 (2010)

Myriam Bounhas, Khaled Mellouli: A possibilistic classification approach to handle continuous data. AICCSA 2010: 1-8

Thabet Slimani, Boutheina Ben Yaghlane, Khaled Mellouli: Langage de recherche d'associations sémantiques à partir d'une base de connaissances. CORIA 2010: 255-270

Myriam Bounhas, Khaled Mellouli: Using Class-Based Reasoning to Improve the Accuracy of Symbolic Rules in a Hybrid Possibilistic Approach. DBKDA 2010: 222-228

Ettarres Yamna, Khaled Mellouli, Pierre-Henri Wuillemin: A Multicriteria Bayesian Intelligent Tutoring System MBITS. ISDA 2010: 714-719

Myriam Bounhas, Khaled Mellouli, Henri Prade, Mathieu Serrurier: From Bayesian Classifiers to Possibilistic Classifiers for Numerical Data. SUM 2010: 112-125

Wided Guezguez, Nahla Ben Amor, Khaled Mellouli: Qualitative possibilistic influence diagrams based on qualitative possibilistic utilities. European Journal of Operational Research 195(1): 223-238 (2009)

Bakhta Haouari, Nahla Ben Amor, Zied Elouedi, Khaled Mellouli: Naïve possibilistic network classifiers. Fuzzy Sets and Systems 160(22): 3224-3238 (2009)

Khaled Mellouli, Zied Elouedi, Nahla Ben Amor, Boutheina Ben Yaghlane: Special Issue on the Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007). Int. J. Approx. Reasoning 50(6): 823-824 (2009)

Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane, Khaled Mellouli: Incremental Maintenance of Frequent Itemsets in Evidential Databases. ECSQARU 2009: 457-468

Thabet Slimani, Boutheina Ben Yaghlane, Khaled Mellouli: Evaluation d'associations sémantiques dans une ontologie de domaine. Actes d'IC 2009: 217-228

Allani Abderrahim, El-Ghazali Talbi, Khaled Mellouli: Hybridization of Genetic and Quantum Algorithm for gene selection and classification of Microarray data. IPDPS 2009: 1-8

Boutheina Ben Yaghlane, Khaled Mellouli: Inference in directed evidential networks based on the transferable belief model. Int. J. Approx. Reasoning 48(2): 399-418 (2008)

Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli: A Cooperative Search Method for the k-Coloring Problem. J. Math. Model. Algorithms 7(2): 125-142 (2008)

Jaber Jemai, Khaled Mellouli: A Neural-Tabu Search Heuristic for the Real Time Vehicle Routing Problem. J. Math. Model. Algorithms 7(2): 161-176 (2008)

Mohamed Anis Bach Tobji, Boutheina Ben Yaghlane, Khaled Mellouli: Frequent Itemset Mining from Databases Including One Evidential Attribute. SUM 2008: 19-32

Salsabil Trabelsi, Zied Elouedi, Khaled Mellouli: Pruning belief decision tree methods in averaging and conjunctive approaches. Int. J. Approx. Reasoning 46(3): 568-595 (2007)

Nahla Ben Amor, Salem Benferhat, Khaled Mellouli, Salma Smaoui: Inférence dans les réseaux possibilistes basés sur le conditionnement ordinal. Revue d'Intelligence Artificielle 21(4): 489-519 (2007)

Christophe Gonzales, Khaled Mellouli, Olfa Mourali: On Directed and Undirected Propagation Algorithms for Bayesian Networks. ECSQARU 2007: 598-610

Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi, Salem Benferhat, Khaled Mellouli: Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information. ECSQARU 2007: 840-852

Khaled Mellouli (Ed.): Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 9th European Conference, ECSQARU 2007, Hammamet, Tunisia, October 31 - November 2, 2007, Proceedings. Lecture Notes in Computer Science 4724, Springer 2007, isbn 978-3-540-75255-4

Sarra Ben Hariz, Zied Elouedi, Khaled Mellouli: Clustering Approach Using Belief Function Theory. AIMSA 2006: 162-171

Hanen Borchani, Nahla Ben Amor, Khaled Mellouli: Learning Bayesian Network Equivalence Classes from Incomplete Data. Discovery Science 2006: 291-295

Ilyes Jenhani, Zied Elouedi, Nahla Ben Amor, Khaled Mellouli: Qualitative Inference in Possibilistic Option Decision Trees. ECSQARU 2005: 944-955

Rim Faiz, Najeh Naffakhi, Khaled Mellouli: Apprentissage supervisé pour la classification des images basé sur la structure P-tree. EGC 2005: 469-480

Rim Faiz, Sami Mahfoudhi, Khaled Mellouli: Web Services as a Tool for Information Systems Effectiveness. SAINT Workshops 2005: 362-365

Fédia Khalfallah, Khaled Mellouli: Apprentissage de la structure d'un réseau bayésien à partir d'une base de données. Revue d'Intelligence Artificielle 18(2): 195-228 (2004)

Thabet Slimani, Boutheina Ben Yaghlane, Khaled Mellouli: Approche binaire pour la génération des fortes règles d'association. EGC 2004: 329-340

Rim Faiz, Nizar Khayati, Khaled Mellouli: Optimisation des requêtes temporelles sur le web. EGC 2004: 504

Nahla Ben Amor, Salem Benferhat, Khaled Mellouli: Anytime propagation algorithm for min-based possibilistic graphs. Soft Comput. 8(2): 150-161 (2003)

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli: Directed Evidential Networks with Conditional Belief Functions. ECSQARU 2003: 291-305

Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli: Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. ECSQARU 2003: 419-431

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli: Belief function independence: I. The marginal case. Int. J. Approx. Reasoning 29(1): 47-70 (2002)

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli: Belief function independence: II. The conditional case. Int. J. Approx. Reasoning 31(1-2): 31-75 (2002)

Nahla Ben Amor, Khaled Mellouli, Salem Benferhat, Didier Dubois, Henri Prade: A Theoretical Framework for Possibilistic Independence in a Weakly Ordered Setting. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 10(2): 117-155 (2002)

Nahla Ben Amor, Salem Benferhat, Khaled Mellouli: Anytime Possibilistic Propagation Algorithm. Soft-Ware 2002: 263-279

Zied Elouedi, Khaled Mellouli, Philippe Smets: Belief decision trees: theoretical foundations. Int. J. Approx. Reasoning 28(2-3): 91-124 (2001)

Nahla Ben Amor, Salem Benferhat, Khaled Mellouli: A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks. ECSQARU 2001: 266-277

Boutheina Ben Yaghlane, Philippe Smets, Khaled Mellouli: About Conditional Belief Function Independence. ECSQARU 2001: 340-349

Zied Elouedi, Khaled Mellouli, Philippe Smets: The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. ECSQARU 2001: 350-361

Amel Ben Yaghlane, Thierry Denoeux, Khaled Mellouli: Coarsening Approximations of Belief Functions. ECSQARU 2001: 362-373

Dalila Tayachi, Philippe Chrétienne, Khaled Mellouli: Une méthode tabou pour l'ordonnancement multiprocesseur avec délais de communication. RAIRO - Operations Research 34(4): 467-485 (2000)

Zied Elouedi, Khaled Mellouli, Philippe Smets: Classification with Belief Decision Trees. AIMSA 2000: 80-90

Zied Elouedi, Khaled Mellouli: Classiying Scenarios Using Belief Decision Trees. Discovery Science 2000: 127-140

Boutheina Ben Yaghlane, Khaled Mellouli: Updating Directed Belief Networks. ESCQARU 1999: 43-54

Fédia Khalfallah, Khaled Mellouli: Optimized Algorithm for Learning Bayesian Network from Data. ESCQARU 1999: 221-232

Khaled Mellouli: Decision Making Using Belief Functions: Evaluation of Information. IPMU 1994: 77-83

Glenn Shafer, Prakash P. Shenoy, Khaled Mellouli: Propagating belief functions in qualitative Markov trees. Int. J. Approx. Reasoning 1(4): 349-400 (1987)

Khaled Mellouli, Glenn Shafer, Prakash P. Shenoy: Qualitative Markov networks. IPMU 1986: 69-74

Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli: Propagation of belief functions: a distributed approach. UAI 1986: 325-336