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Using Machine Learning to Detect Emotions and Predict Human Psychology - Couverture rigide

 
9798369319109: Using Machine Learning to Detect Emotions and Predict Human Psychology
Couverture rigide
ISBN 13 : 9798369319109
Editeur : IGI Global, 2024

Synopsis

In the realm of analyzing human emotions through Artificial Intelligence (AI), a myriad of challenges persist. From the intricate nuances of emotional subtleties to the broader concerns of ethical considerations, privacy implications, and the ongoing battle against bias, AI faces a complex landscape when venturing into the understanding of human emotions. These challenges underscore the intricate balance required to navigate the human psyche with accuracy. The book, Using Machine Learning to Detect Emotions and Predict Human Psychology, serves as a guide for innovative solutions in the field of emotion detection through AI. It explores facial expression analysis, where AI decodes real-time emotions through subtle cues such as eyebrow movements and micro-expressions. In speech and voice analysis, the book unveils how AI processes vocal nuances to discern emotions, considering elements like tone, pitch, and language intricacies. Additionally, the power of text analysis is of great importance, revealing how AI extracts emotional tones from diverse textual communications. By weaving these systems together, the book offers a holistic solution to the challenges faced by AI in understanding the complex landscape of human emotions.

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À propos de l'auteur

Mritunjay Rai is working as an Assistant Professor in the Department of Electronics and Communication at SRM University, Lucknow-Deva Road, Barabanki, UP. He is pursuing a Ph.D. from IIT-ISM Dhanbad. He has completed his B.Tech in ECE from Sri Ramswaroop Memorial College of Engineering and Management, Lucknow (SRMCEM) in 2009 and Master of Engineering (distinction) in Instrumentation and Control from Birla Institute of Technology-Mesra, Ranchi in 2013. His areas of interest lie in image processing, speech processing, Artificial Intelligence, machine learning, deep learning, Internet of Things (IoT) and robotics & automation. He has more than 9 years of working experience in research as well as academic. In addition, he has guided several UG and PG projects. He has published many research articles in reputed Journals published by IEEE, Inderscience, etc. He has reviewed many research papers of Journals and international/national conferences.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
IGI Global
Date d'édition
2024
Langue
anglais
ISBN 13 
9798369319109
Reliure
Relié
Nombre de pages
340
Éditeur
Rai, Pandey
Coordonnées du fabricant
non disponible
Personne responsable
GPSR Kontakt
gpsr@libri.de

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