Machine learning and IoT for intelligent systems and smart applications. (2021)

• Record Type: Book
• Further Information: Note: Edited by Madhumathy P., M. Vinoth Kumar, R. Umamaheswari.
• Editors: P., Madhumathy; Kumar, M.Vinoth; Umamaheswari, R
• Contents: Chapter 1 A Study on Feature Extraction and Classification Techniques for Melanoma Detection S. Poovizhi, T. R. Ganesh Babu, R. Praveena, and J. Kirubakaran Chapter 2 Machine Learning based Microstrip Antenna Design in Wireless Communications Ranjana Ray, Moumita Pal, R. Umamaheswari, and Ishita Banerjee Chapter 3 LCL-T Filter Based Analysis of Two Stage Single Phase Grid Connected Module with Intelligent FANN Controllers R. Raja, V. Sudha, Balachandra Pattanaik, and Madhumathy P. Chapter 4 Motion Vector Analysis Using Machine Learning Models to Identify Lung Damages for COVID-19 Patients Malik Mohamed Umar, Murugaiya Ramashini, and M.G.M. Milani Chapter 5 Enhanced Effective Generative Adversarial Networks Based LRSD and SP Learned Dictionaries with Amplifying CS K. Elaiyaraja, M. Senthil Kumar, and B. Chidhambararajan Chapter 6 Deep Learning Based Parkinson’s Disease Prediction System G. Padmapriya, R. Elakkiya, M. Prakash, and Vinoth Kumar M. Chapter 7 Non-Uniform Data Reduction Technique with Edge Preservation to Improve Diagnostic Visualization of Medical Images K. Vidhya, T. R. Ganesh Babu, B. Thilakavathi, S. Poovizhi, and Madhumathy P. Chapter 8 A Critical Study on Genetically Engineered Bioweapons and Computer-Based Techniques as Counter Measure Manvinder Sharma, Bikramjit Sharma, Anuj Kumar Gupta, Digvijay Pandey, Joginder Singh, and Rahul Kakkar Chapter 9 An Automated Hybrid Transfer Learning system for Detection and Segmentation of Tumor in MRI Brain Images with UNet and VGG-19 Network S. Sandhya, M. Senthil Kumar, and B. Chidhambararajan Chapter 10 Deep Learning-Computer Aided Melanoma Detection Using Transfer Learning Mohan Kumar S., T. Kumanan, T. R. Ganesh Babu, and S. Poovizhi Chapter 11 Development of an Agent-based Interactive Tutoring System for Online Teaching in School using Classter Tribhuwan Kumar, Digvijay Pandey, and R. Umamaheshwari Chapter 12 Fusion of Datamining and Artificial Intelligence in Prediction of Hazardous Road Accidents Bilal Khan, Asif Hasan, Digvijay Pandey, Randy Joy M. Ventayen, Binay Kumar Pandey, and Gadee Gowwrii
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 006.33; Expert systems (Computer science); Internet of things; Machine learning; Biomedical engineering -- Data processing
• Languages: English
• ISBNs: 9781000484984; 9781000484960; 9781003194415
• Related ISBNs: 9781032047232
• 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.