Multimodal machine learning (MML) is a tempting multidisciplinary research area where heterogeneous data from multiple modalities and machine learning (ML) are combined to …
S Lai, X Hu, H Xu, Z Ren, Z Liu - Displays, 2023 - Elsevier
Multimodal sentiment analysis has emerged as a prominent research field within artificial intelligence, benefiting immensely from recent advancements in deep learning. This …
H Wang, X Li, Z Ren, M Wang, C Ma - Sensors, 2023 - mdpi.com
Multimodal sentiment analysis has gained popularity as a research field for its ability to predict users' emotional tendencies more comprehensively. The data fusion module is a …
Sentiment analysis is a computational technique that analyses the subjective information conveyed within a given expression. This encompasses appraisals, opinions, attitudes or …
Cognitive reappraisal intends to study the significance of an event concerning any emotional reaction. Understanding the efficacy of cognitive reappraisal in emotion regulation requires …
V Lopes, M Santos, B Degardin… - Proceedings of the …, 2022 - dl.acm.org
Neural Architecture Search methods have been successfully applied to image tasks with excellent results. However, NAS methods are often complex and tend to quickly converge for …
D Jiang, R Wei, J Wen, G Tu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Emotion recognition in conversations (ERC) has wide applications in medical care, human- computer interaction, and other fields. Unlike the general task of emotion analysis, humans …
A Mumuni, F Mumuni - Journal of Information and Intelligence, 2024 - Elsevier
Modern approach to artificial intelligence (AI) aims to design algorithms that learn directly from data. This approach has achieved impressive results and has contributed significantly …
B Subbaiah, K Murugesan, P Saravanan… - Artificial Intelligence …, 2024 - Springer
Sentiment analysis is a key component of many social media analysis projects. Additionally, prior research has concentrated on a single modality in particular, such as text descriptions …