Data Analytics for Intelligent Systems (ePub)
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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.
Key Features:
- Features a wide range of data analytics methods for Intelligent Systems in one resource.
- Focus on applications.
- Includes application in a broad range of fields.
Dr. Chhavi Dhiman received the B.Tech. from Indira Gandhi Delhi Technological University for Women (IGDTUW) (Formerly known as IGIT, GGSIPU), Delhi, India, in 2011, M.Tech. and Ph.D. from Delhi Technological University (DTU) Delhi, India, in 2014 and 2019 respectively. She is currently working as an Assistant Professor in the Department of Electronics and Communication Engineering, Delhi Technological University. Her research interests include computer vision, deep learning, Pattern Recognition, Image Processing, Human action and activity recognition.
Manjeet Kumar received the B.Tech degree in Electronics and Telecommunication Engineering from Kurukshetra University, Kurukshetra, India in 2008, and the M.Tech degree in Signal Processing from Guru Gobind Singh Indraprastha University, Delhi, India, in 2011, and the Ph.D. degree in from the Department of Electronics and Communication Engineering, Netaji Subhas Institute of Technology (NSIT), Delhi affiliated to University of Delhi, India, in 2017. He served as Assistant Professor the department of Electronics and Communication Engineering, Bennett University, Greater Noida from June 2016 to July 2020. From July 2020, he has been working as Assistant Professor in the department of Electronics and Communication Engineering at Delhi Technological University, Delhi. He has authored more than fifty-five research articles and thirty-five conference papers in reputed international journals and conferences. He also served as a reviewer in many International Journals. His research interests include Signal processing, Biomedical signal processing, Image processing, Fractional systems, Optimization algorithms, Nature-inspired algorithms, Artificial Intelligence in Healthcare, Signal analysis using Wavelet Transform, Wavelet filter banks, Adaptive filtering, Linear and nonlinear system identification, Healthcare assistive techniques, and Low-power biomedical circuit design, ECG detection, ECG Classification, PPG Signal Analysis, Heart rate estimation and Blood pressure estimation, Non-Stationary signal analysis, IoMT and Analog circuit design. He has been awarded with "Premier Research award" in 2022 and "Commendable Research Award" in 2021 and 2022 by Delhi Technological University, Delhi, India. His total citations are 1599 with h-index 24 and i-10-index 43. He has been included in the prestigious list of the World's Top 2% Scientists prepared by Stanford University for 2021, 2022, and 2023.
- Autoren: Chhavi Dhiman , Manjeet Kumar
- 2024, 230 Seiten, Englisch
- Herausgegeben: Sachin Taran
- Verlag: Institute of Physics Publishing
- ISBN-10: 0750354178
- ISBN-13: 9780750354172
- Erscheinungsdatum: 12.02.2024
Abhängig von Bildschirmgrösse und eingestellter Schriftgrösse kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: ePub
- Grösse: 12 MB
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