专题：Emotion and Mood Recognition

This cluster of papers focuses on the recognition and analysis of emotions from various modalities such as facial expressions, physiological signals, and speech. It explores the use of deep learning, affective computing, and multimodal data for emotion recognition in applications including human-computer interaction.
最新文献
Integrating Multimodal Emotion Recognition with Deep Q-Learning for Adaptive Social Robot Interaction

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ACARIS: Attempting to Improve Conversational AI and Human Social Skills using User Embeddings

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Transformer-Based Modeling of User Interaction Sequences for Dwell Time Prediction in Human-Computer Interfaces

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A dual conductive network-constructed ionogel sensor for human facial expression and action recognition based on the BDAA/AgNWs composition

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Graph Neural Networks for User Satisfaction Classification in Human–Computer Interaction

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SeeEEG: Semantic-aware EEG-based Multi-Modal Retrieval-Augmented Generation for High-Fidelity Visual Brain Decoding

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A Spatiotemporal Neural Network Framework for EEG-Based Emotion Recognition in Depression Assessment

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EEG foundation models: a critical review of current progress and future directions

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Sentiment and Emotion Classification Model Using Hybrid Textual and Numerical Features: A Case Study of Mental Health Counseling

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Multimodal Alignment and Fusion: A Survey

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近5年高被引文献
Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics

article Full Text OpenAlex 1663 FWCI717.999

Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, applications, challenges and future directions

review Full Text OpenAlex 712 FWCI87.4273

A systematic review on affective computing: emotion models, databases, and recent advances

review Full Text OpenAlex 561 FWCI92.9204

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 449 FWCI48.1624

Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations

review Full Text OpenAlex 418 FWCI97.1092

Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition

article Full Text OpenAlex 409 FWCI69.0905

Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review

review Full Text OpenAlex 391 FWCI40.4679

A physicochemical-sensing electronic skin for stress response monitoring

article Full Text OpenAlex 359 FWCI56.9407

TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition

article Full Text OpenAlex 358 FWCI34.7919

Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network

article Full Text OpenAlex 318 FWCI54.2716