Machine and Deep Learning Techniques for Emotion Detection

Machine and Deep Learning Techniques for Emotion Detection
Author: Rai, Mritunjay
Publisher: IGI Global
Total Pages: 333
Release: 2024-05-14
Genre: Psychology
ISBN:

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Computer understanding of human emotions has become crucial and complex within the era of digital interaction and artificial intelligence. Emotion detection, a field within AI, holds promise for enhancing user experiences, personalizing services, and revolutionizing industries. However, navigating this landscape requires a deep understanding of machine and deep learning techniques and the interdisciplinary challenges accompanying them. Machine and Deep Learning Techniques for Emotion Detection offer a comprehensive solution to this pressing problem. Designed for academic scholars, practitioners, and students, it is a guiding light through the intricate terrain of emotion detection. By blending theoretical insights with practical implementations and real-world case studies, our book equips readers with the knowledge and tools needed to advance the frontier of emotion analysis using machine and deep learning methodologies.


Machine and Deep Learning Techniques for Emotion Detection
Language: en
Pages: 333
Authors: Rai, Mritunjay
Categories: Psychology
Type: BOOK - Published: 2024-05-14 - Publisher: IGI Global

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Computer understanding of human emotions has become crucial and complex within the era of digital interaction and artificial intelligence. Emotion detection, a
Deep Learning Techniques Applied to Affective Computing
Language: en
Pages: 151
Authors: Zhen Cui
Categories: Science
Type: BOOK - Published: 2023-06-14 - Publisher: Frontiers Media SA

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Affective computing refers to computing that relates to, arises from, or influences emotions. The goal of affective computing is to bridge the gap between human
Emotion and Stress Recognition Related Sensors and Machine Learning Technologies
Language: en
Pages: 550
Authors: Kyandoghere Kyamakya
Categories: Technology & Engineering
Type: BOOK - Published: 2021-09-01 - Publisher: MDPI

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This book includes impactful chapters which present scientific concepts, frameworks, architectures and ideas on sensing technologies and machine learning techni
Music Emotion Recognition
Language: en
Pages: 251
Authors: Yi-Hsuan Yang
Categories: Computers
Type: BOOK - Published: 2011-02-22 - Publisher: CRC Press

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Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the
Using Machine Learning to Detect Emotions and Predict Human Psychology
Language: en
Pages: 332
Authors: Rai, Mritunjay
Categories: Psychology
Type: BOOK - Published: 2024-02-26 - Publisher: IGI Global

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In the realm of analyzing human emotions through Artificial Intelligence (AI), a myriad of challenges persist. From the intricate nuances of emotional subtletie