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
SV-Mixer: Replacing the Transformer Encoder with Lightweight MLPs for Self-Supervised Model Compresison in Speaker Verification

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

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Towards stable cross-domain depression recognition under missing modalities

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

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Multimodal emotion recognition from complete modality to missing modality based on text, audio, and visual: A review

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A Cross-Subject Band-Power Complexity Metric for Detecting Mental Fatigue Through EEG

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Multimodal Alignment and Fusion: A Survey

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Artificial Intelligence Powered Smart Multimodal Hand‐Wearable Systems for Healthcare and Human–Machine Interaction

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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 FWCI867.2702

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

review Full Text OpenAlex 684 FWCI87.1382

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

review Full Text OpenAlex 537 FWCI92.2057

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 442 FWCI48.1847

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

article Full Text OpenAlex 395 FWCI68.7701

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

review Full Text OpenAlex 389 FWCI96.4276

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

review Full Text OpenAlex 376 FWCI40.1405

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

article Full Text OpenAlex 337 FWCI34.6882

A physicochemical-sensing electronic skin for stress response monitoring

article Full Text OpenAlex 331 FWCI57.6749

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

article Full Text OpenAlex 307 FWCI53.9788