Intelligent Sustainable Systems: Proceedings of Iciss 2021

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.