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Making Use of Partial Knowledge About Hidden States in HMMs: An Approach Based on Belief Functions

IEEE Transactions on Fuzzy SystemsPublished 24 April 2013Open access
Emmanuel Ramasso, Thierry Denœux
Citations69
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TL;DR

Experimental results demonstrate that partial information about hidden states, when available, may substantially improve the estimation and prediction performances.

Abstract

International audience

Keywords

Computer Science