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Recent Advances in Machine Learning Techniques and Sensor Applications for Human Emotion, Activity Recognition and Support

Name: Recent Advances in Machine Learning Techniques and Sensor Applications for Human Emotion, Activity Recognition and Support
Brand: Springer, Berlin
SKU: 46550499
Price: 81188 HUF
Availability: InStock
Author: Kyandoghere Kyamakya
ISBN: 9783031718205

Language

English

Book Hardback

Libristo code: 46550499

Publishers Springer, Berlin, November 2024

This book explores integrating machine learning techniques and sensor applications for human emotion... Full description

Libristo code: 46550499

541 b

81 188 Ft

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This book explores integrating machine learning techniques and sensor applications for human emotion and activity recognition, creating personalized and effective support systems. It covers state-of-the-art machine learning techniques and large language models using multimodal sensors. Enhancing the quality of life for individuals with special needs, particularly the elderly, is a key focus in Active and Assisted Living (AAL) research. Unlike other literature, it emphasizes support mechanisms along with recognition, using metamodel integration for adaptable AAL systems. This book offers insights into technologies transforming AAL for researchers, students, and practitioners. It is a valuable resource for developing responsive and personalized support systems that enhance life quality in smart environments. It is also essential for advancing the understanding of machine learning and sensor technologies in AAL and emotion recognition.