Emotional Intelligence : Second CSIG Conference, CEI 2024, Nanjing, China, December 6-8, 2024, Proceedings / / edited by Xiaohua Huang, Qirong Mao

• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
• Edizione: 1st ed. 2025.
• Descrizione fisica: 1 online resource (X, 246 p. 61 illus., 57 illus. in color.)
• Disciplina: 006.37
• Soggetto topico: Computer vision; Natural language processing (Computer science); Pattern recognition systems; Machine learning; Social sciences - Data processing; Computer Vision; Natural Language Processing (NLP); Automated Pattern Recognition; Machine Learning; Computer Application in Social and Behavioral Sciences
• Persona (resp. second.): HuangXiaohua; MaoQirong
• Nota di contenuto: -- Emotional Intelligence Surveys and Databases. -- Affective Computing for Healthcare: Recent Trends, Applications, Challenges, and Beyond. -- REFN: A Multimodal Database for Emotion Analysis Using Functional Near-infrared Spectroscopy. -- Emotional Intelligence Methods. -- EIDA: Explicit- and Implicit-space Self-supervised Learning for Visual Emotion Adaptation. -- A Three streams Convolutional Transformer Fusion Model for Facial Macro- and Micro-Expressions Spotting. -- Facial Action Unit Recognition with Micro-Action-Aware Transformer. -- Local and Global Iterative Adaptation Based on Meta learning for Source-free Cross-Corpus Speech Emotion Recognition. -- Decoupled Representation with Multimodal Prompts for Emotion Recognition in Conversation. -- Emotional Intelligence Applications. -- Generative Text Prompts for Image Aesthetic Quality Assessment. -- Large Language Model Enhanced Fuzzy Logic Fusion Framework for Stance Detection. -- Skeleton-based Online Action Detection with Temporal Enhancement. -- Fine-Grained Spatial-Temporal Framework for Engagement Prediction. -- Multimodal Engagement Recognition by fusing Transformer and Bi-LSTM. -- Emotional Interaction Hardware Design for Wrist Rehabilitation Based on Secondary Fuzzy Reasoning. -- Attention-Based Audio Depression Recognition Integrating Handcrafted and Deep Features. -- STC-ND: Leveraging Spatialtemporal Characteristics with NeXtVLAD for Depression Detection from Few-Channel EEG Signals. -- DepLLM: Fine-Tuning Large Language Models with a Chinese Dialogue Dataset for Depression Diagnosis via Mixture of Specialized Experts.
• Sommario/riassunto: This book constitutes the proceedings of the Second CSIG Conference on Emotional Intelligence, CEI 2024, held in Nanjing, China during December 6-8, 2024. The 14 full papers and 2 short papers presented in this volume were carefully reviewed and selected from 41 submissions. These papers have been categorized under the following topical sections: Emotional Intelligence Surveys and Databases; Emotional Intelligence Methods; Emotional Intelligence Applications.
• Titolo autorizzato: Emotional Intelligence
• ISBN: 981-9650-84-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911002556003321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 2450