Author

R. Mahadeva

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Open access Sep 2026

Bio-Inspired Hyperparameter Optimization of LSTM Networks for Long-Horizon Stock Price Forecasting

Accurate stock price forecasting remains a challenging problem because financial markets are highly dynamic, nonlinear, and influenced by changing economic conditions. Deep learning models, particularly Long Short-Term Memory (LSTM) networks, have shown strong capability in capturing temporal dependencies in financial...

Manan Bhasin, R. Mahadeva, Amit Kumar Goyal et al. · Forecasting · 0 citations

Review Open access 2026

SwarmSAR-FW: Drone-Based Swarm Search and Rescue in Fire and Water Disasters

Fire and water disasters impose critical constraints on search-and-rescue (SAR) operations through rapidly evolving hazards, degraded visibility, and narrow intervention windows. Conventional SAR operations that rely on human operators and single-UAV approaches have limited scalability under such conditions. To address...

Vatsal Siotia, Ruppikha Sree Shankar, Radha Reddy et al. · IEEE Access · 0 citations