Chapter 1. Benchmarking state-of-the-art methodologies for optic disc segmentation -- Chapter 2. Automated Student Emotion Analysis During Online Classes using Convolutional Neural Network -- Chapter 3. Transfer Learning based Malware Classification -- Chapter 4. A Study on Metric-Based and Initialization-Based Methods for Few-Shot Image Classification -- Chapter 5. A Fast and Efficient Methods for Eye pre-processing and DR Level Detection -- Chapter 6. A deep neural model CNN-LSTM network for automated sleep staging based on a single-channel EEG signal -- Chapter 7. An Ensemble Model for Gait Classification in Children and Adolescent with Cerebral Palsy: A Low-Cost Approach -- Chapter 8. Imbalanced Learning of Regular Grammar for DFA Extraction from LSTM Architecture -- Chapter 9. Medical Prescription Label Reading using Computer Vision and Deep Learning -- Chapter 10. Autoencoder-based Deep Neural Architecture for Epileptic Seizures Classification -- Chapter 11. Stock Market Prediction using Deep Learning Techniques for Short and Long Horizon -- Chapter 12. Improved CNN Model for Breast Cancer Classification -- Chapter 13. Performance Assessment of Normalization in CNN with Retinal Image Segmentation -- Chapter 14. A novel multi-day ahead index price forecast using multi-output based deep learning system -- Chapter 15. Automatic Retinal Vessel Segmentation using BTLBO. etc.