 | 2012 |
| 37 |  | Hélène Fargier,
Nahla Ben Amor,
Wided Guezguez:
On the Complexity of Decision Making in Possibilistic Decision Trees
CoRR abs/1202.3718: (2012) |
| 36 |  | Raouia Ayachi,
Nahla Ben Amor,
Salem Benferhat,
Rolf Haenni:
Compiling Possibilistic Networks: Alternative Approaches to Possibilistic Inference
CoRR abs/1203.3465: (2012) |
| 2011 |
| 35 |  | Montassar Ben Messaoud,
Philippe Leray,
Nahla Ben Amor:
SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies.
ECSQARU 2011: 182-193 |
| 34 |  | Raouia Ayachi,
Nahla Ben Amor,
Salem Benferhat:
Compiling Min-based Possibilistic Causal Networks: A Mutilated-Based Approach.
ECSQARU 2011: 700-712 |
| 33 |  | Raouia Ayachi,
Nahla Ben Amor,
Salem Benferhat:
An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks.
ICTAI 2011: 675-678 |
| 32 |  | Mouna Ben Ishak,
Philippe Leray,
Nahla Ben Amor:
A Two-way Approach for Probabilistic Graphical Models Structure Learning and Ontology Enrichment.
KEOD 2011: 189-194 |
| 31 |  | Hélène Fargier,
Nahla Ben Amor,
Wided Guezguez:
On the Complexity of Decision Making in Possibilistic Decision Trees.
UAI 2011: 203-210 |
| 30 |  | Raouia Ayachi,
Nahla Ben Amor,
Salem Benferhat:
Experimental Comparative Study of Compilation-Based Inference in Bayesian and Possibilitic Networks.
WILF 2011: 155-163 |
| 2010 |
| 29 |  | Ahmed Badreddine,
Nahla Ben Amor:
A dynamic barriers implementation in Bayesian-based bow tie diagrams for risk analysis.
AICCSA 2010: 1-8 |
| 28 |  | Ahmed Badreddine,
Nahla Ben Amor:
A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis.
IEA/AIE (2) 2010: 595-604 |
| 27 |  | Nahla Ben Amor,
Hélène Fargier,
Wided Guezguez:
Necessity-Based Choquet Integrals for Sequential Decision Making under Uncertainty.
IPMU 2010: 521-531 |
| 26 |  | Raouia Ayachi,
Nahla Ben Amor,
Salem Benferhat,
Rolf Haenni:
Compiling Possibilistic Networks: Alternative Approaches to Possibilistic Inference.
UAI 2010: 40-47 |
| 2009 |
| 25 |  | Montassar Ben Messaoud,
Philippe Leray,
Nahla Ben Amor:
Integrating Ontological Knowledge for Iterative Causal Discovery and Visualization.
ECSQARU 2009: 168-179 |
| 24 |  | Raouia Ayachi,
Nahla Ben Amor:
Brain Tumor Segmentation Using Support Vector Machines.
ECSQARU 2009: 736-747 |
| 23 |  | Ahmed Badreddine,
Taieb Ben Romdhane,
Nahla Ben Amor:
A Multi-objective Approach to Implement an Integrated Management System: Quality, Security, Environment.
SMC 2009: 4728-4733 |
| 22 |  | 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) |
| 21 |  | Bakhta Haouari,
Nahla Ben Amor,
Zied Elouedi,
Khaled Mellouli:
Naïve possibilistic network classifiers.
Fuzzy Sets and Systems 160(22): 3224-3238 (2009) |
| 20 |  | 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) |
| 2008 |
| 19 |  | Ilyes Jenhani,
Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach.
FoIKS 2008: 348-364 |
| 18 |  | Hanen Borchani,
Nahla Ben Amor,
Fédia Khalfallah:
Learning and Evaluating Bayesian Network Equivalence Classes from Incomplete Data.
IJPRAI 22(2): 253-278 (2008) |
| 17 |  | Ilyes Jenhani,
Nahla Ben Amor,
Zied Elouedi:
Decision trees as possibilistic classifiers.
Int. J. Approx. Reasoning 48(3): 784-807 (2008) |
| 2007 |
| 16 |  | Hanen Borchani,
Maher Chaouachi,
Nahla Ben Amor:
Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions.
ECSQARU 2007: 17-29 |
| 15 |  | 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 |  | 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 |  | Hanen Borchani,
Nahla Ben Amor,
Khaled Mellouli:
Learning Bayesian Network Equivalence Classes from Incomplete Data.
Discovery Science 2006: 291-295 |
| 12 |  | 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 |  | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers.
ECSQARU 2005: 921-931 |
| 10 |  | Ilyes Jenhani,
Zied Elouedi,
Nahla Ben Amor,
Khaled Mellouli:
Qualitative Inference in Possibilistic Option Decision Trees.
ECSQARU 2005: 944-955 |
| 9 |  | 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 |  | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Naive Bayes vs decision trees in intrusion detection systems.
SAC 2004: 420-424 |
| 2003 |
| 7 |  | 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 |  | 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 |  | Nahla Ben Amor,
Salem Benferhat,
Khaled Mellouli:
Anytime propagation algorithm for min-based possibilistic graphs.
Soft Comput. 8(2): 150-161 (2003) |
| 2002 |
| 4 |  | Nahla Ben Amor,
Salem Benferhat,
Khaled Mellouli:
Anytime Possibilistic Propagation Algorithm.
Soft-Ware 2002: 263-279 |
| 3 |  | 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 |  | 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 |