Search Results for author: Mouna Chebbah

Found 4 papers, 0 papers with code

Combining partially independent belief functions

no code implementations17 Mar 2015 Mouna Chebbah, Arnaud Martin, Boutheina Ben Yaghlane

The theory of belief functions manages uncertainty and also proposes a set of combination rules to aggregate opinions of several sources.

Second-Order Belief Hidden Markov Models

no code implementations22 Jan 2015 Jungyeul Park, Mouna Chebbah, Siwar Jendoubi, Arnaud Martin

The probabilistic HMMs have been one of the most used techniques based on the Bayesian model.

Consid{é}rant la d{é}pendance dans la th{é}orie des fonctions de croyance

no code implementations20 Jan 2015 Mouna Chebbah, Mouloud Kharoune, Arnaud Martin, Boutheina Ben Yaghlane

In this paper, we propose to learn sources independence in order to choose the appropriate type of combination rules when aggregating their beliefs.

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