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Majority-consensus and harmony-guided evidential multimodal classification

delete2026-07-13
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PRE
AI
H
Houdaifa Boukersoul *
F
Faouzi Sebbak
A
Andrea Campagner
D
Davide Ciucci
DOI:10.1016/j.neucom.2026.134505delete
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Abstract

Abstract

En 中文
• EMMC: an evidential multimodal classifier for uncertainty-aware decision-making. • mcf rule robustly fuses conflicting modalities via majority consensus fusion. • Degree of Harmony (dh) quantifies inter-modality agreement as a training regularizer.

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

É
école militaire polytechnique
Scholars:
16
Papers: 5
Citations: 0
U
University of Milano Bicocca
Scholars:
62
Papers: 25
Citations: 0