Chapter 1. Deep Learning based Approach for Parkinson's Disease Detection using Region of Interest -- Chapter 2. Classification of Class Imbalanced Diabetic Retinopathy Images using the Synthetic Data Creation by Generative Models -- Chapter 3. A Novel Leaf-fragment Dataset and ResNet for Small-scale Image Analysis -- Chapter 4. Prediction of Covid 19 Cases based on Weather Parameters -- Chapter 5. CloudML: Privacy-Assured Healthcare Machine Learning Model for Cloud Network -- Chapter 6. Performance Evaluation of Hierarchical Clustering Protocols in WSN using MATLAB -- Chapter 7. Speech Recognition using Artificial Neural Network -- Chapter 8. Multi-Objective Optimization for Dimension Reduction for Large Datasets -- Chapter 9. Modified Leader Algorithm for Under-sampling the Imbalanced Dataset for Classification -- Chapter 10. Weather Divergence of Season Through Regression Analytics -- Chapter 11. A Case Study of Energy Audit in Hospital -- Chapter 12. The Comparison Analysis of Cluster and Non- Cluster Based Routing Protocols for WAPMS (Wireless Air Pollution Monitoring System) -- Chapter 13. Frequent Itemset Mining Algorithms-A Literature Survey -- Chapter 14. Impact of Segmentation Techniques for Conditıon Monitorıng of Electrical Equipments from Thermal Images -- Chapter 15. A Detailed Survey Study on Various Issues and Techniques for Security and Privacy of Healthcare Records.

This book features research papers presented at the 4th International Conference on Intelligent Sustainable Systems (ICISS 2021), held at SCAD College of Engineering and Technology, Tirunelveli, Tamil Nadu, India, during February 26-27, 2021. The book discusses the latest research works that discuss the tools, methodologies, practices, and applications of sustainable systems and computational intelligence methodologies. The book is beneficial for readers from both academia and industry.