A review, current challenges, and future possibilities on emotion recognition using machine learning and physiological signals

PJ Bota, C Wang, ALN Fred, HP Da Silva - IEEE access, 2019 - ieeexplore.ieee.org
The seminal work on Affective Computing in 1995 by Picard set the base for computing that
relates to, arises from, or influences emotions. Affective computing is a multidisciplinary field …

Graph theoretical analysis of eeg functional connectivity patterns and fusion with physiological signals for emotion recognition

VR Xefteris, A Tsanousa, N Georgakopoulou… - Sensors, 2022 - mdpi.com
Emotion recognition is a key attribute for realizing advances in human–computer interaction,
especially when using non-intrusive physiological sensors, such as electroencephalograph …

Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals

M Zubair, S Woo, S Lim, C Yoon - IEEE Access, 2024 - ieeexplore.ieee.org
Physiological signal analysis has gained a lot of interest in recent years and has been used
in a variety of fields including emotion recognition, activity recognition, and health …

Personalized feature importance ranking for affect recognition from behavioral and physiological data

L Quintero, U Fors, P Papapetrou - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Designing affect-based personalized technology involves dealing with large datasets.
Machine learning (ML) algorithms are employed to predict affect and similar human factors …

User Modeling for Adaptive Virtual Reality Experiences: Personalization from Behavioral and Physiological Time Series

L Quintero - 2023 - diva-portal.org
Research in human-computer interaction (HCI) has focused on designing technological
systems that serve a beneficial purpose, offer intuitive interfaces, and adapt to a person's …

[PDF][PDF] KOMBINASI FEATURE SELECTION FISHER SCORE DAN PRINCIPAL COMPONENT ANALYSIS UNTUK KLASIFIKASI CERVIX DYSPLASIA (PCA)

KA Widagdo, K Adi, R Gernowo - Jurnal Teknologi Informasi dan Ilmu …, 2020 - academia.edu
Abstrak Pengamatan citra Pap Smear merupakan langkah penting dalam mendiagnosis
awal terhadap gangguan servik. klasifikasi citra pap smear merupakan tahapan penting …

[引用][C] Investigating the Impacts of LSTM-Transformer on Classification Performance of Speech Emotion Recognition

F Andayani - 2022