IoT Sensors, ML, AI and XAI: Empowering A Smarter World

Lieferzeit: Lieferbar innerhalb 14 Tagen

235,39 

Smart Sensors, Measurement and Instrumentation 50

ISBN: 3031686012
ISBN 13: 9783031686016
Herausgeber: Biswajeet Pradhan/Subhas Mukhopadhyay
Verlag: Springer Verlag GmbH
Umfang: xi, 480 S., 18 s/w Illustr., 241 farbige Illustr., 480 p. 259 illus., 241 illus. in color.
Erscheinungsdatum: 25.10.2024
Auflage: 1/2024
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 3979015 Kategorie:

Beschreibung

This book uncovers and presents various real-life applications in the areas of transportation, smart cities, manufacturing, agriculture, disaster management, finance, health care and in other areas by using cutting-edge advanced Machine Learning (ML) techniques such as Deep Learning and Explainable AI (XAI) models using IoT sensor data. The book provides various examples of analyzing large amounts of data, detecting patterns, and making predictions in real-time applications and detailed case studies with practical solutions using various state-of-the-art machine learning and IoT sensor data and all these aspects will benefit the stakeholders. The book is useful for academics, researchers, upper-undergraduate, master and Ph.D. students, engineers and practitioners in sensor/IoT and AI/ML technologies, methods, applications, and related areas, and it also offers valuable insights by suggesting future research directions and providing recommendations within the fields of AI and IoT.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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