130 citations · 220 across the 4 of their papers we have counts for
4 papers
Building an interpretable fuzzy rule base from data using Orthogonal Least Squares Application to a depollution problem
Sébastien Destercke, Serge Guillaume, Brigitte Charnomordic
In many fields where human understanding plays a crucial role, such as bioprocesses, the capacity of extracting knowledge from data is of critical importance. Within this framework…
Unifying Practical Uncertainty Representations: II. Clouds
Sebastien Destercke, Didier Dubois, Eric Chojnacki
There exist many simple tools for jointly capturing variability and incomplete information by means of uncertainty representations. Among them are random sets, possibility distribu…
Unifying Practical Uncertainty Representations: I. Generalized P-Boxes
Sebastien Destercke, Didier Dubois, Eric Chojnacki
There exist several simple representations of uncertainty that are easier to handle than more general ones. Among them are random sets, possibility distributions, probability inter…
Numerical Sensitivity and Efficiency in the Treatment of Epistemic and Aleatory Uncertainty
Eric Chojnacki, Jean Baccou, Sébastien Destercke
The treatment of both aleatory and epistemic uncertainty by recent methods often requires an high computational effort. In this abstract, we propose a numerical sampling method all…