68 citations · 179 across the 7 of their papers we have counts for
8 papers
Controling the number of focal elements
Christophe Osswald
A basic belief assignment can have up to 2^n focal elements, and combining them with a simple conjunctive operator will need O(2^2n) operations. This article proposes some techniqu…
Contradiction measures and specificity degrees of basic belief assignments
Florentin Smarandache, Arnaud Martin, Christophe Osswald
In the theory of belief functions, many measures of uncertainty have been introduced. However, it is not always easy to understand what these measures really try to represent. In t…
General combination rules for qualitative and quantitative beliefs
Arnaud Martin, Christophe Osswald, Jean Dezert +1
Martin and Osswald \cite{Martin07} have recently proposed many generalizations of combination rules on quantitative beliefs in order to manage the conflict and to consider the spec…
Generalized proportional conflict redistribution rule applied to Sonar imagery and Radar targets classification
Arnaud Martin, Christophe Osswald
In this chapter, we present two applications in information fusion in order to evaluate the generalized proportional conflict redistribution rule presented in the chapter \cite{Mar…
Experts Fusion and Multilayer Perceptron Based on Belief Learning for Sonar Image Classification
Arnaud Martin, Christophe Osswald
The sonar images provide a rapid view of the seabed in order to characterize it. However, in such as uncertain environment, real seabed is unknown and the only information we can o…
Human expert fusion for image classification
Arnaud Martin, Christophe Osswald
In image classification, merging the opinion of several human experts is very important for different tasks such as the evaluation or the training. Indeed, the ground truth is rare…