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Early and Late Fusion for Multimodal Aggression Prediction in Dementia Patients: A Comparative Analysis

Aggression in patients with dementia poses significant caregiving and clinical issues. In this work, fusion approaches—Early Fusion and Late Fusion—were compared to classify aggression using audio and visual signals. Early Fusion integrates the extracted features of the two modalities into one datas...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ioannis Galanakis, Rigas Filippos Soldatos, Nikitas Karanikolas, Athanasios Voulodimos, Ioannis Voyiatzis, Maria Samarakou
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-05-01
Schriftenreihe:Applied Sciences
Schlagworte:
machine learning
multimodal analysis
late fusion
early fusion
comparative analysis
meta-classifier
Online-Zugang:https://www.mdpi.com/2076-3417/15/11/5823
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