A5025263611- Sentiment Analysis and Opinion Mining
- Topic Modeling
- Text and Document Classification Technologies
- Emotion and Mood Recognition
- Bioinformatics and Genomic Networks
- Gene expression and cancer classification
- Advanced Text Analysis Techniques
- Emotions and Moral Behavior
- Retinal Imaging and Analysis
- Color perception and design
- Medical Image Segmentation Techniques
- Cancer Genomics and Diagnostics
- Music and Audio Processing
- Optical Coherence Tomography Applications
- Machine Learning in Bioinformatics
Shantou University
2021-2024
Shanghai Jiao Tong University
2024
Emotion recognition in conversations (ERC) has wide applications medical care, human-computer interaction, and other fields. Unlike the general task of emotion analysis, humans usually rely on context commonsense knowledge to convey emotions conversations. Only when model can connect fully utilize a large-scale base, it better understand latent contents Unfortunately, there is no available selection mechanism address such needs make sure system not flooded with irrelevant knowledge....
Mapping continuous dimensional emotion to discrete classes is an extremely difficult task. In this paper, we predict the intensity of emotions based on valence and arousal in segments audio-visual recordings about car reviews. Consequently, for unimodal features, first employ baseline methods principal component analysis search best features different modalities, which can simplify relationship between feature attributes. For multimodal perform fusion other through early strategy. sentiment...
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