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
SIA: A Framework for Context-Aware Intent Clarification in Speech-Driven Immersive Analytics

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Multimodal Alignment and Fusion: A Survey

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Leveraging Feature Selection and Explainable AI for Effective Autism Screening

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Mismatching Expressions: Spatiotemporal and Kinematic Differences in Autistic and Non‐Autistic Facial Expressions

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PE-CLIP: A Parameter-Efficient Fine-Tuning of Vision Language Models for Dynamic Facial Expression Recognition

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Recent Progress on Flexible Multimodal Sensors: Decoupling Strategies, Fabrication and Applications

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evTransFER: A transfer learning framework for event-based facial expression recognition

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A Hybrid Framework Combining CNN, LSTM, and Transfer Learning for Emotion Recognition

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Emotion Detection from Speech Using CNN-BiLSTM with Feature Rich Audio Inputs

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The Reward Positivity signals a goal prediction error

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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 653 FWCI85.8781

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

review Full Text OpenAlex 515 FWCI91.1242

EEG Based Emotion Recognition: A Tutorial and Review

review Full Text OpenAlex 418 FWCI47.4411

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

article Full Text OpenAlex 376 FWCI67.6386

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

review Full Text OpenAlex 361 FWCI39.4246

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

review Full Text OpenAlex 354 FWCI92.5789

A physicochemical-sensing electronic skin for stress response monitoring

article Full Text OpenAlex 314 FWCI59.7666

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

article Full Text OpenAlex 309 FWCI33.7938

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

article Full Text OpenAlex 295 FWCI53.2991