Priya Dasarwar

Hybrid CNN-LSTM Architecture for Foreign Exchange Rate Prediction Using Technical and Fundamental Analysis Features

Accurate prediction of foreign exchange (Forex) rates is a challenging task due to the non-stationary, chaotic, and highly non-linear nature of currency markets. Traditional statistical models often fail to capture the complex temporal dependencies inherent in financial time series, while standalone deep learning appro...

Federated Learning Approach for Privacy-Preserving Credit Scoring Across Multi-Institutional Banking Networks

Performance Evaluation of Network Security and Management Using Bioinspired Blockchain

A new hybrid bioinspired optimization framework for efficient blockchain mining is presented, integrating Genetic Algorithm, Firefly optimization, and Particle Swarm Optimization into a unified architecture to take advantage of their complementary strengths.