Kode Buku : 250075
Kode Klasifikasi : 004.6
Judul Buku : Explainable IoT applications: A demystification
Edisi : 1
Penulis : Sachi Nandan Mohanty, Suneeta Satpathy
Penerbit : Springer
Bahasa : Inggris
Tahun : 2025
ISBN : 978-3-031-748851-1
Tajuk Subjek : Aplikasi
Deskripsi : x, 485 hlm; 29 cm
Eksemplar : 1
Stok : 1
Petugas Input : Suagam. S.Kom
Explainable IoT Application: A Demystification is an in-depth guide that examines the intersection of the Internet of Things (IoT) with AI and Machine Learning, focusing on the crucial need for transparency and interpretability in IoT systems. As IoT devices become more integrated into daily life, from smart homes to industrial automation, it is increasingly important to understand and trust the decisions they make. The book starts by covering the basics of IoT, highlighting its importance in modern technology and its wide-ranging applications in fields such as healthcare, transportation, and smart cities. It then delves into the concept of explainability, stressing the need to prevent IoT systems from being perceived as opaque, black-box operations. The authors explore various techniques and methods for achieving explainability, including rule-based systems and machine learning models, while also addressing the challenge of balancing explainability with performance. Through practical examples, the book shows how explainability can be successfully implemented in IoT applications, such as in smart healthcare systems.
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