TY  - BOOK
AU  - Taran,Sachin
AU  - Dhiman,Chhavi
AU  - Kumar,Manjeet
ED  - Institute of Physics (Great Britain),
TI  - Data analytics for intelligent systems: techniques and solutions 
T2  - [IOP release $release]
SN  - 9780750354172
AV  - QA76.9.B45 D384 2024eb
PY  - 2024///]
CY  - Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK)
PB  - IOP Publishing
KW  - Big data
KW  - Data mining
KW  - Signal processing
KW  - bicssc
KW  - TECHNOLOGY & ENGINEERING / Signals & Signal Processing
KW  - bisacsh
N1  - "Version: 20240201"--Title page verso; Includes bibliographical references; 1. A precise ECG QRS complex detector using a WOA optimized fractional-order digital differentiator / Chandan Nayak and Manjeet Kumar -- 2. Focal and non-focal EEG signal classification using the Wigner-Ville distribution and deep feature extraction / Sachin Taran, Smith K Khare, P.V. Keshava Krishna and Vikram Singh Kardam -- 3. Multi-channel EEG-based affective emotion identification using a dual-stage filtering approach / Kranti S. Kamble and Joydeep Sengupta -- 4. Variational mode decomposition based entropy features for classification of myopathy, neuropathy, and normal EMG signals / Sukumar Nagineni, Sachin Taran and Kemal Polat -- 5. Epileptic EEG signal classification using wavelet transform and SVM / Virender Kumar Mehla and Seema Mehla -- 6. Imbalanced class problem analysis for lung cancer detection using convolutional neural networks / Om Mishra, Deepak Parashar, Amit Kukker, Aditi Rao, Ananya Srivastava, Anahita, Rajan Mishra and P.S. Kavimandan -- 7. An end-to-end content-aware generative adversarial network based method for multimodal medical image fusion / Manisha Das, Deep Gupta and Ashwini Bakde -- 8. Infrared thermography in diagnosing macular edema / J. Persiya, A. Sasithradevi and S. Mohamed Mansoor Roomi -- 9. Variants of generative adversarial networks for underwater image enhancement / M. Vijayalakshmi, A. Sasithradevi and P. Prakash -- 10. Leveraging knowledge graphs for the analysis and recommendation of jobs / Amit Patil, Muskan Jain, Neetu Sardana, Sanjoli Goyal and Deepika Varshney -- 11. A recommender system based on variants of singular value decomposition / Abhuday Tripathi, Ruchi Jain and Komal Tahiliani -- 12. Misleading multimodal news dataset for detecting fraudulent content / Deepika Varshney, Mohit Aggarwal and Neetu Saradana -- 13. Structural crack detection, segmentation, and classification : a review / Basavaraj Katageri, Rajashri Khanai, Rajkumar V. Raikar, Dattaprasad A. Torse and Krishna Pai -- 14. A systematic review of fault detection in hardware and software systems / Mayank Yadav and Ruchika Malhotra -- 15. ACPSOD-Net : a deep atrous convolution pooling based network for salient object detection / Bhagyashree V. Lad, Mohammad Farukh Hashmi and Avinash G. Keskar; Academic and industrial researchers; Also available in print
N2  - 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
UR  - https://iopscience.iop.org/book/edit/978-0-7503-5417-2
ER  -