Handbook of machine learning for computational optimization : applications and case studies /: applications and case studies. (2021)

• Record Type: Book
• Further Information: Note: Edited by Vishal Jain.
• Editors: Jain, Vishal, 1983-
• Contents: 1. Random Variables in Machine Learning. 2. Analysis of EMG Signals using Extreme Learning Machine with Nature Inspired Feature Selection Techniques. 3. Detection of Breast Cancer by Using Various Machine Learning and Deep Learning algorithms. 4. Assessing the Radial Efficiency Performance of Bus Transport Sector Using Data Envelopment Analysis. 5. Weight Based Codes-A Binary Error Control Coding Scheme-A Machine Learning Approach. 6. Massive Data Classification of Brain Tumors using DNN: Opportunity in Medical Healthcare 4.0 through Sensors. 7. Deep Learning Approach For Traffic Sign Recognition on Embedded Systems. 8. Lung Cancer Risk Stratification Using ML and AI on Sensor Based IoT: An Increasing Technological Trend for Health of Humanity. 9. Statistical Feedback Evaluation System. 10. Herbal Woods Emission to Deal with Pollution and Diseases: Pandemic Based Threat. 11. Artificial Neural Networks: A Comprehensive Review. 12. A Case Study on Machine Learning to predict Student Result in higher education. 13. Data Analytic Approach for Assessment Status of Awareness of Tuberculosis in Nigeria. 14. Analyzing Toxicity in Online Gaming Communities. 15. Active Learning from Imbalanced Dataset: A Study Conducted on Depression, Anxiety and Stress Dataset. 16. Classification of Brain Tumor MRI Imaging using Resnet Framework.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 006.31; Machine learning -- Industrial applications; Mathematical optimization -- Data processing; Artificial intelligence
• Languages: English
• ISBNs: 9781000455687; 9781000455670; 9781003138020
• Related ISBNs: 9780367685423
• 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.