Machine learning espousal in signal processing : applications, challenges and road ahead /: applications, challenges and road ahead. (2021)

• Record Type: Book
• Further Information: Note: Edited by Sudeep Tanwar, Anand Nayyar, Rudra Rameshwar.
• Editors: Tanwar, Sudeep; Nayyar, Anand; Rameshwar, Rudra
• Contents: 1. Introduction to Signal Processing and Machine Learning Kavitha Somaraj 2. Learning Theory (Supervised/Unsupervised) for Signal Processing Ruby Jain, Bhuvan Jain, and Manimala Puri 3. Supervised and Unsupervised Learning Theory for Signal Processing Sowmya K. B. 4. Applications of Signal Processing Anuj Kumar Singh and Ankit Garg 5. Dive in Deep Learning: Computer Vision, Natural Language Processing, and Signal Processing V. Ajantha Devi and Mohd Naved 6. Brain–Computer Interfacing Paras Nath Singh 7. Adaptive Filters and Neural Net Sowmya K. B., Chandana G., and Anjana Mahaveer Daigond 8. Adaptive Decision Feedback Equalizer Based on Wavelet Neural Network Saikat Majumder 9. Intelligent Video Surveillance Systems Using Deep Learning Methods Anjanadevi Bondalapati and Manjaiah D. H. 10. Stationary Signal, Autocorrelation, and Linear and Discriminant Analysis Bandana Mahapatra and Kumar Sanjay Bhorekar 11. Intelligent System for Fault Detection in Rotating Electromechanical Machines . Pascal Dore, Saad Chakkor, and Ahmed El Oualkadi 12. Wavelet Transformation and Machine Learning Techniques for Digital Signal Analysis in IoT Systems Rajalakshmi Krishnamurthi and Dhanalekshmi Gopinathan
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 006.31; Machine learning; Signal processing
• Languages: English
• ISBNs: 9781000487817; 9781000487794; 9781003107026
• Related ISBNs: 9780367618902
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.