2008 |
16 | EE | Ilyes Jenhani,
Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach.
FoIKS 2008: 348-364 |
15 | EE | Ilyes Jenhani,
Nahla Ben Amor,
Zied Elouedi:
Decision trees as possibilistic classifiers.
Int. J. Approx. Reasoning 48(3): 784-807 (2008) |
2007 |
14 | EE | Audun Jøsang,
Zied Elouedi:
Interpreting Belief Functions as Dirichlet Distributions.
ECSQARU 2007: 393-404 |
13 | EE | Imene Jraidi,
Zied Elouedi:
Belief Classification Approach Based on Generalized Credal EM.
ECSQARU 2007: 524-535 |
12 | 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 |
11 | EE | 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) |
2006 |
10 | EE | Sarra Ben Hariz,
Zied Elouedi,
Khaled Mellouli:
Clustering Approach Using Belief Function Theory.
AIMSA 2006: 162-171 |
9 | 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 |
8 | EE | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers.
ECSQARU 2005: 921-931 |
7 | EE | Ilyes Jenhani,
Zied Elouedi,
Nahla Ben Amor,
Khaled Mellouli:
Qualitative Inference in Possibilistic Option Decision Trees.
ECSQARU 2005: 944-955 |
2004 |
6 | EE | Nahla Ben Amor,
Salem Benferhat,
Zied Elouedi:
Naive Bayes vs decision trees in intrusion detection systems.
SAC 2004: 420-424 |
2003 |
5 | 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 |
2001 |
4 | EE | 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 |
3 | EE | Zied Elouedi,
Khaled Mellouli,
Philippe Smets:
Belief decision trees: theoretical foundations.
Int. J. Approx. Reasoning 28(2-3): 91-124 (2001) |
2000 |
2 | EE | Zied Elouedi,
Khaled Mellouli,
Philippe Smets:
Classification with Belief Decision Trees.
AIMSA 2000: 80-90 |
1 | EE | Zied Elouedi,
Khaled Mellouli:
Classiying Scenarios Using Belief Decision Trees.
Discovery Science 2000: 127-140 |