Human-robot collaboration for building deconstruction in the context of construction 5.0

CC Ohueri, MAN Masrom, M Noguchi - Automation in Construction, 2024 - Elsevier
Deconstruction, a hazardous stage in a building's lifecycle, requires safe and efficient
human-robot collaboration (HRC). However, existing studies lack a comprehensive …

Less can be more: representational vs. stereotypical gender bias in facial expression recognition

I Dominguez-Catena, D Paternain, A Jurio… - Progress in Artificial …, 2024 - Springer
Abstract Machine learning models can inherit biases from their training data, leading to
discriminatory or inaccurate predictions. This is particularly concerning with the increasing …

Multimodal driver emotion recognition using motor activity and facial expressions

CH Espino-Salinas, H Luna-García… - Frontiers in Artificial …, 2024 - frontiersin.org
Driving performance can be significantly impacted when a person experiences intense
emotions behind the wheel. Research shows that emotions such as anger, sadness …

[HTML][HTML] Personality-Aware Course Recommender System Using Deep Learning for Technical and Vocational Education and Training

RH Hassan, MT Hassan, MSI Sameem, MA Rafique - Information, 2024 - mdpi.com
Personality represents enduring patterns, providing insights into an individual's aptitude and
behavior. Integrating these insights with learning tendencies shows promise in enhancing …

Integrating gating and learned queries in audiovisual emotion recognition

Z Zhang, Q Guo, S Lu, J Su, T Tang - Multimedia Systems, 2024 - Springer
Emotion recognition, an important bridge in human-computer interaction, has attracted
significant interest. Although numerous studies have made progress in auditory and visual …

Linguistic based emotion analysis using softmax over time attention mechanism

M Roshan, M Rawat, K Aryan, E Lyakso, AM Mekala… - Plos one, 2024 - journals.plos.org
Recognizing the real emotion of humans is considered the most essential task for any
customer feedback or medical applications. There are many methods available to recognize …

A First Look at Generative Artificial Intelligence Based Music Therapy for Mental Disorders

L Shen, H Zhang, C Zhu, R Li, K Qian… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Mental disorders show a rapid increase and cause considerable harm to individuals as well
as the society in recent decade. Hence, mental disorders have become a serious public …

Improvement of Multimodal Emotion Recognition Based on Temporal-Aware Bi-Direction Multi-Scale Network and Multi-Head Attention Mechanisms

Y Wu, S Zhang, P Li - Applied Sciences, 2024 - mdpi.com
Emotion recognition is a crucial research area in natural language processing (NLP), aiming
to identify emotional states such as happiness, anger, and sadness from various sources …

Decoding Group Emotional Dynamics in a Web-Based Collaborative Environment: A Novel Framework Utilizing Multi-Person Facial Expression Recognition

Q Li, Z Liu, Z Zhang, Q Wang, M Ma - International Journal of …, 2024 - Taylor & Francis
As a crucial form of non-verbal communication, facial expressions can convey an
individual's emotional state through a combination of facial muscle movements and provide …

M2ER: Multimodal Emotion Recognition Based on Multi-Party Dialogue Scenarios

B Zhang, X Yang, G Wang, Y Wang, R Sun - Applied Sciences, 2023 - mdpi.com
Researchers have recently focused on multimodal emotion recognition, but issues persist in
recognizing emotions in multi-party dialogue scenarios. Most studies have only used text …