Handbook of Research on Machine Learning: Foundations and Applications (Hardcover)

PART I: RUDIMENTS OF MACHINE LEARNING APPROACHES 1. Ethics in AI in Machine Learning Shilpa Kapse 2. Advances in Artificial Intelligence Models for Providing Security and Privacy Using Machine Learning Techniques R. S. M. Lakshmi Patibandla and V. Lakshman Narayana 3. A Systematic Review of Deep Learning Techniques for Semantic Image Segmentation: Methods, Future Directions, and Challenges Reena, Amanpratap Singh Pall, Nonita Sharma, K. P. Sharma, and Vaishali Wadhwa 4. Covariate Shift in Machine Learning Santosh Chapaneri and Deepak Jayaswal 5. Understanding and Building Generative Adversarial Networks Harsh Jalan and Dakshata Panchal PART II: APPLICATION OF MACHINE LEARNING IN HEALTHCARE 6. Machine Learning in Healthcare: Applications, Current Status, and Future Prospectus Rohini Patil and Kamal Shah 7. Employing Machine Learning for Predictive Data Analytics in Healthcare Rakhi Akhare, Monika Mangla, Sanjivani Deokar, and Hardik Deshmukh 8. Prediction of Heart Disease Using Machine Learning Subasish Mohapatra, Jijnasee Dash, Subhadarshini Mohanty, and Arunima Hota 9. Detection of Infectious Diseases in Human Bodies by Using Machine Learning Algorithms Snehlata Beriwal, Thirunavukkarasu K, Shahnawaz Khan, and Satheesh Abimannan 10. Medical Review Analytics Using Social Media Dipen Chawla, Sujay Varma, and Sujata Khedkar 11. Time Series Forecasting Techniques for Infectious Disease Prediction Jaiditya Dev, Monika Mangla, Nonita Sharma, and K. P. Sharma PART III: TOWARD INDUSTRIAL AUTOMATION THROUGH MACHINE LEARNING 12. Machine Learning in the Steel Industry Sushant Rath 13. Experiments Synergizing Machine Learning Approaches with Geospatial Big Data for Improved Urban Information Retrieval Kavach Mishra, Asfa Siddiqui, and Vinay Kumar 14. Garbage Detection Using Surf Algorithm Based on Merchandise Marker Lalit Gupta, Samarth Jain, Dhruv Bansal, and Princy Randhawa 15. Evolution of Long Short-Term Memory (LSTM) in Air Pollution Forecasting Satheesh Abimannan, Deepak Kochhar, Yue-Shan Chang, and K. Thirunavukkarasu 16. Application of Machine Learning in Stock Market Prediction P. S. Sheeba and Subhash K. Shinde 17. Deep Learning Model for Stochastic Analysis and Time-Series Forecasting of the Indian Stock Market Sourabh Yadav 18. Enhanced Fish Detection in Underwater Video Using Wavelet-Based Color Correction and Machine Learning Jitendra P. Sonawane, Mukesh D. Patil, and Gajanan K. Birajdar 19. Fake News Predictor Model Based on Machine Learning and Natural Language Processing Priyanka Bhartiya, Sourabh Yadav, Vaishali Wadhwa, and Poonam Mittal 20. Machine Learning on Simulation Tools for Underwater Sensor Network Mamta and Nitin Goyal 21. Prediction and Analysis of Heritage Monuments Images Using Machine Learning Techniques Gopal Sakarkar, Nilesh Shelke, Ayon Moitra, Manoj Shanti, and Pravin Ghatode