Data analytics for intelligent systems : techniques and solutions

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Bibliographic Details
Other Authors Taran, Sachin (Editor), Dhiman, Chhavi (Editor), Kumar, Manjeet (Editor)
Format Electronic eBook
LanguageEnglish
Published Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2024]
SeriesIOP series in next generation computing.
IOP ebooks. 2024 collection.
Subjects
Online AccessFull text
ISBN9780750354172
9780750354165
9780750354158
9780750354189
Physical Description1 online zdroj : ilustrace.

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Abstract:This book focuses on the theory, development, novel techniques, and smart solutions in data analytics for intelligent systems that capture behaviours in complex environments. The book will provide beginners with a single platform to explore a variety of recent data analytics techniques for different types of data - images, videos, numerical etc. for better decision-making and problem solving for a range of applications such as computer vision, biomedical engineering, image processing, speech signal processing, intelligent systems, fault analysis and detection. In today's world, incorporation of artificial intelligence with machine learning, ensemble learning, deep learning, transfer learning and reinforcement learning has a variety of applications. This book focuses on the various advanced techniques in data analytics that can be used in different domains to solve real-time problems. Part of the IOP series.
Item Description:"Version: 20240201"--Title page verso.
Bibliography:Obsahuje bibliografické odkazy.
ISBN:9780750354172
9780750354165
9780750354158
9780750354189
Access:Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
Physical Description:1 online zdroj : ilustrace.