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

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

Buch | Hardcover
XI, 480 Seiten
2024
Springer International Publishing (Verlag)
978-3-031-68601-6 (ISBN)
CHF 299,55 inkl. MwSt
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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.

Sensors ML and AI for Real World Applications.- Flying IoT Sensor Fusion Performance Analysis for UAV Applications in Indoor Spaces.- Machine Learning Empowered IoT Devices Analysis of Indoor and Outdoor Temperature and Health Risks.- Identification of IoT devices through Machine Learning and hardware fingerprints based on clock skew.

Erscheinungsdatum
Reihe/Serie Smart Sensors, Measurement and Instrumentation
Zusatzinfo XI, 480 p. 259 illus., 241 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte Autonomous Systems • Intelligent Devices • internet of things • machine learning • Sensor Data Fusion • sensors • Smart Systems
ISBN-10 3-031-68601-2 / 3031686012
ISBN-13 978-3-031-68601-6 / 9783031686016
Zustand Neuware
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