03670nam a22005895i 4500 978-3-031-68602-3 DE-He213 20251030113244.0 cr nn 008mamaa 241025s2024 sz | s |||| 0|eng d 9783031686023 978-3-031-68602-3 10.1007/978-3-031-68602-3 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema IoT Sensors, ML, AI and XAI: Empowering A Smarter World [electronic resource] / edited by Biswajeet Pradhan, Subhas Mukhopadhyay. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XI, 480 p. 259 illus., 241 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Smart Sensors, Measurement and Instrumentation, 2194-8410 ; 50 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. 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. Computational intelligence. 64052 Internet of things. 58845 Materials. Detectors. 66510 Mechatronics. 68795 Computational Intelligence. 64052 Internet of Things. 58845 Sensors and biosensors. 66512 Mechatronics. 68795 Pradhan, Biswajeet. editor. (orcid)0000-0001-9863-2054 https://orcid.org/0000-0001-9863-2054 edt http://id.loc.gov/vocabulary/relators/edt 86573 Mukhopadhyay, Subhas. editor. edt http://id.loc.gov/vocabulary/relators/edt 86574 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031686016 Printed edition: 9783031686030 Printed edition: 9783031686047 Smart Sensors, Measurement and Instrumentation, 2194-8410 ; 50 67547 https://doi.org/10.1007/978-3-031-68602-3 ZDB-2-INR ZDB-2-SXIT 64472 64472