Chapter 1: Application of ANN for On-line Monitoring and Security Estimation of Power System.- Chapter 2: Crop Prediction Models - A Review.- Chapter 3: Rainfall Prediction : A Comparative study of Neural Network architectures.- Chapter 4: Prediction of Bacteriophage Protein Locations Using Deep Neural Networks.- Chapter 5: Classification of Phishing Websites using Moth-flame Optimized Neural Network.- Chapter 6: Design and Analysis of Intrusion Detection System via Neural Network, SVM and Neuro fuzzy.- Chapter 7: Grammar-based White-box Testing via Automated Constraint Path Generation.