2009 |
20 | EE | 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) |
2008 |
19 | EE | Ilyes Jenhani,
Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach.
FoIKS 2008: 348-364 |
18 | EE | Hanen Borchani,
Nahla Ben Amor,
Fédia Khalfallah:
Learning and Evaluating Bayesian Network Equivalence Classes from Incomplete Data.
IJPRAI 22(2): 253-278 (2008) |
17 | EE | Ilyes Jenhani,
Nahla Ben Amor,
Zied Elouedi:
Decision trees as possibilistic classifiers.
Int. J. Approx. Reasoning 48(3): 784-807 (2008) |
2007 |
16 | EE | Hanen Borchani,
Maher Chaouachi,
Nahla Ben Amor:
Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions.
ECSQARU 2007: 17-29 |
15 | EE | 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 |
14 | EE | 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) |
2006 |
13 | EE | Hanen Borchani,
Nahla Ben Amor,
Khaled Mellouli:
Learning Bayesian Network Equivalence Classes from Incomplete Data.
Discovery Science 2006: 291-295 |
12 | EE | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d'intrusions.
Technique et Science Informatiques 25(2): 167-196 (2006) |
2005 |
11 | EE | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers.
ECSQARU 2005: 921-931 |
10 | EE | Ilyes Jenhani,
Zied Elouedi,
Nahla Ben Amor,
Khaled Mellouli:
Qualitative Inference in Possibilistic Option Decision Trees.
ECSQARU 2005: 944-955 |
9 | EE | Nahla Ben Amor,
Salem Benferhat:
Graphoid Properties Of Qualitative Possibilistic Independence Relations.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 13(1): 59-96 (2005) |
2004 |
8 | EE | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Naive Bayes vs decision trees in intrusion detection systems.
SAC 2004: 420-424 |
2003 |
7 | EE | Yannick Le Moullec,
Nahla Ben Amor,
Jean-Philippe Diguet,
Mohamed Abid,
Jean Luc Philippe:
Multi-Granularity Metrics for the Era of Strongly Personalized SOCs.
DATE 2003: 10674-10681 |
6 | EE | 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 |
5 | EE | Nahla Ben Amor,
Salem Benferhat,
Khaled Mellouli:
Anytime propagation algorithm for min-based possibilistic graphs.
Soft Comput. 8(2): 150-161 (2003) |
2002 |
4 | EE | Nahla Ben Amor,
Salem Benferhat,
Khaled Mellouli:
Anytime Possibilistic Propagation Algorithm.
Soft-Ware 2002: 263-279 |
3 | EE | 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) |
2001 |
2 | EE | Nahla Ben Amor,
Salem Benferhat,
Khaled Mellouli:
A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks.
ECSQARU 2001: 266-277 |
2000 |
1 | | Nahla Ben Amor,
Salem Benferhat,
Didier Dubois,
Hector Geffner,
Henri Prade:
Independence in qualitative uncertainty frameworks.
KR 2000: 235-246 |