Denoeux, Thierry
Belief Functions: Theory and Applications
1. On Belief Functions and Random Sets
Hung T. Nguyen
2. Evidential Multi-label Classification Using the Random
Sawsan Kanj, Fahed Abdallah, Thierry Denœux
3. An Evidential Improvement for Gender Profiling
Jianbing Ma, Weiru Liu, Paul Miller
4. An Interval-Valued Dissimilarity Measure for Belief Functions Based on Credal Semantics
Alessandro Antonucci
5. An Evidential Pattern Matching Approach for Vehicle Identification
Anne-Laure Jousselme, Patrick Maupin
6. A Comparison between a Bayesian Approach and a Method Based on Continuous Belief Functions for Pattern Recognition
Anthony Fiche, Arnaud Martin, Jean-Christophe Cexus, Ali Khenchaf
7. Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions
Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
8. Adaptive Initialization of a EvKNN Classification Algorithm
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
9. Classification Trees Based on Belief Functions
Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denœux
10. Combination of Supervised and Unsupervised Classification Using the Theory of Belief Functions
Fatma Karem, Mounir Dhibi, Arnaud Martin
11. Continuous Belief Functions: Focal Intervals Properties
Jean-Marc Vannobel
12. Game-Theoretical Semantics of Epistemic Probability Transformations
Fabio Cuzzolin
13. Generalizations of the Relative Belief Transform
Fabio Cuzzolin
14. Choquet Integral as Maximum of Integrals with Respect to Belief Functions
Mikhail Timonin
15. Consonant Approximations in the Belief Space
Fabio Cuzzolin
16. Controling the Number of Focal Elements
Christophe Osswald
17. Random Generation of Mass Functions: A Short Howto
Thomas Burger, Sébastien Destercke
18. Revisiting the Notion of Conflicting Belief Functions
Sébastien Destercke, Thomas Burger
19. About Conflict in the Theory of Belief Functions
Arnaud Martin
20. The Internal Conflict of a Belief Function
Johan Schubert
21. Plausibility in DSmT
Milan Daniel
22. A Belief Function Model for Pixel Data
John Klein, Olivier Colot
23. Using Belief Function Theory to Deal with Uncertainties and Imprecisions in Image Processing
Benoît Lelandais, Isabelle Gardin, Laurent Mouchard, Pierre Vera, Su Ruan
24. Belief Theory for Large-Scale Multi-label Image Classification
Amel Znaidia, Hervé Borgne, Céline Hudelot
25. Facial Expression Classification Based on Dempster-Shafer Theory of Evidence
Mohammad Shoyaib, M. Abdullah-Al-Wadud, S. M. Zahid Ishraque, Oksam Chae
26. Compositional Models in Valuation-Based Systems
Radim Jiroušek, Prakash P. Shenoy
27. Ascribing Causality from Interventional Belief Function Knowledge
Imen Boukhris, Salem Benferhat, Zied Elouedi
28. About Sources Dependence in the Theory of Belief Functions
Mouna Chebbah, Arnaud Martin, Boutheina Ben Yaghlane
29. On Random Sets Independence and Strong Independence in Evidence Theory
Jiřina Vejnarová
30. Combining Linear Equation Models via Dempster’s Rule
Liping Liu
31. Reliability in the Thresholded Dempster-Shafer Algorithm for ESM Data Fusion
Melita Hadzagic, Marie-Odette St-Hilaire, Pierre Valin
32. Hierarchical Proportional Redistribution for bba Approximation
Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet
33. On the
Frédéric Pichon
34. Improvements to the GRP1 Combination Rule
Gavin Powell, Matthew Roberts, Dafni Stampouli
35. Consensus-Based Credibility Estimation of Soft Evidence for Robust Data Fusion
Thanuka L. Wickramarathne, Kamal Premaratne, Manohar N. Murthi
36. Ranking from Pairwise Comparisons in the Belief Functions Framework
Marie-Hélène Masson, Thierry Denœux
37. Dempster-Shafer Fusion of Context Sources for Pedestrian Recognition
Magdalena Szczot, Otto Löhlein, Günther Palm
38. Multi-level Dempster-Shafer Speed Limit Assistant
Jérémie Daniel, Jean-Philippe Lauffenburger
39. A New Local Measure of Disagreement between Belief Functions – Application to Localization
Arnaud Roquel, Sylvie Hégarat-Mascle, Isabelle Bloch, Bastien Vincke
40. Map-Aided Fusion Using Evidential Grids for Mobile Perception in Urban Environment
Marek Kurdej, Julien Moras, Véronique Cherfaoui, Philippe Bonnifait
41. Distributed Data Fusion for Detecting Sybil Attacks in VANETs
Nicole Zoghby, Véronique Cherfaoui, Bertrand Ducourthial, Thierry Denœux
42. Partially-Hidden Markov Models
Emmanuel Ramasso, Thierry Denœux, Noureddine Zerhouni
43. Large Scale Multinomial Inferences and Its Applications in Genome Wide Association Studies
Chuanhai Liu, Jun Xie
44. Belief Function Robustness in Estimation
Alessio Benavoli
45. Conditioning in Dempster-Shafer Theory: Prediction vs. Revision
Didier Dubois, Thierry Denœux
46. Combining Statistical and Expert Evidence within the D-S Framework: Application to Hydrological Return Level Estimation
Nadia Ben Abdallah, Nassima Mouhous Voyneau, Thierry Denœux
47. Sigmoidal Model for Belief Function-Based Electre Tri Method
Jean Dezert, Jean-Marc Tacnet
48. Belief Inference with Timed Evidence
Bastien Pietropaoli, Michele Dominici, Fréedéric Weis
49. Evidential Network with Conditional Belief Functions for an Adaptive Training in Informed Virtual Environment
Loïc Fricoteaux, Indira Thouvenin, Jérôme Olive, Paul George
50. Using the Belief Functions Theory to Deploy Static Wireless Sensor Networks
Mustapha Reda Senouci, Abdelhamid Mellouk, Latifa Oukhellou, Amar Aissani
51. A Quantitative Study of the Occurrence of a Railway Accident Based on Belief Functions
Felipe Aguirre, Mohamed Sallak, Walter Schön, Fabien Belmonte
Avainsanat: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Tekijä(t)
- Denoeux, Thierry
- Masson, Marie-Hélène
- Julkaisija
- Springer
- Julkaisuvuosi
- 2012
- Kieli
- en
- Painos
- 2012
- Sarja
- Advances in Intelligent and Soft Computing
- Sivumäärä
- 9 sivua
- Kategoria
- Tekniikka, energia, liikenne
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783642294617