Data analytics for intelligent systems : techniques and solutions

• Other Authors: Taran, Sachin (Editor), Dhiman, Chhavi (Editor), Kumar, Manjeet (Editor)
• Format: Electronic eBook
• Language: English
• Published: Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2024]
• Series: IOP series in next generation computing.; IOP ebooks. 2024 collection.
• Subjects: Big data.; Data mining.; elektronické knihy; electronic books
• ISBN: 9780750354172; 9780750354165; 9780750354158; 9780750354189
• Physical Description: 1 online zdroj : ilustrace.
• 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.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty