portada Human Activity Recognition and Behaviour Analysis: For Cyber-Physical Systems in Smart Environments (en Inglés)

Human Activity Recognition and Behaviour Analysis: For Cyber-Physical Systems in Smart Environments (en Inglés)

Formato

Libro Físico

Autor

Liming Chen

Chris D. Nugent

Editorial

Springer

Idioma

Inglés

N° páginas

255

Encuadernación

Tapa Dura

Dimensiones

24.1x15.2x1.3 cm

Peso

0.54 kg.

ISBN13

9783030194079

Categorías

Ciencia y análisis de datos: generalidades
Tecnología de la información: cuestiones generales
Análisis y captura de datos
Reconocimiento de formas
Visión por ordenador

Human Activity Recognition and Behaviour Analysis: For Cyber-Physical Systems in Smart Environments (en Inglés)

Liming Chen (Autor) · Chris D. Nugent (Autor) · Springer · Tapa Dura

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Reseña del libro "Human Activity Recognition and Behaviour Analysis: For Cyber-Physical Systems in Smart Environments (en Inglés)"

The book first defines the problems, various concepts and notions related to activity recognition, and introduces the fundamental rationale and state-of-the-art methodologies and approaches. It then describes the use of artificial intelligence techniques and advanced knowledge technologies for the modelling and lifecycle analysis of human activities and behaviours based on real-time sensing observations from sensor networks and the Internet of Things. It also covers inference and decision-support methods and mechanisms, as well as personalization and adaptation techniques, which are required for emerging smart human-machine pervasive systems, such as self-management and assistive technologies in smart healthcare. Each chapter includes theoretical background, technological underpinnings and practical implementation, and step-by-step information on how to address and solve specific problems in topical areas.This monograph can be used as a textbook for postgraduate and PhD students on courses such as computer systems, pervasive computing, data analytics and digital health. It is also a valuable research reference resource for postdoctoral candidates and academics in relevant research and application domains, such as data analytics, smart cities, smart energy, and smart healthcare, to name but a few. Moreover, it offers smart technology and application developers practical insights into the use of activity recognition and behaviour analysis in state-of-the-art cyber-physical systems. Lastly, it provides healthcare solution developers and providers with information about the opportunities and possible innovative solutions for personalized healthcare and stratified medicine.