most citedA Review on Influx of Bio-Inspired Algorithms: Critique and Improvement Needs

1 citations · 1 across the 5 of their papers we have counts for

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5 papers

cs.LG2025

Introducing AI-Driven IoT Energy Management Framework

Shivani Mruthyunjaya, Anandi Dutta, Kazi Sifatul Islam

Power consumption has become a critical aspect of modern life due to the consistent reliance on technological advancements. Reducing power consumption or following power usage pred…

cs.CL2025

Mentalic Net: Development of RAG-based Conversational AI and Evaluation Framework for Mental Health Support

Anandi Dutta, Shivani Mruthyunjaya, Jessica Saddington +1

The emergence of large language models (LLMs) has unlocked boundless possibilities, along with significant challenges. In response, we developed a mental health support chatbot des…

eess.SY2025

Hybrid ML-RL Approach for Smart Grid Stability Prediction and Optimized Control Strategy

Kazi Sifatul Islam, Anandi Dutta, Shivani Mruthyunjaya

Electrical grids are now much more complex due to the rapid integration of distributed generation and alternative energy sources, which makes forecasting grid stability with optimi…

cs.LG2025

From Tiny Machine Learning to Tiny Deep Learning: A Survey

Shriyank Somvanshi, Md Monzurul Islam, Gaurab Chhetri +8

The rapid growth of edge devices has driven the demand for deploying artificial intelligence (AI) at the edge, giving rise to Tiny Machine Learning (TinyML) and its evolving counte…

cs.NE2025★ 1 cited

A Review on Influx of Bio-Inspired Algorithms: Critique and Improvement Needs

Shriyank Somvanshi, Md Monzurul Islam, Syed Aaqib Javed +6

Bio-inspired algorithms utilize natural processes such as evolution, swarm behavior, foraging, and plant growth to solve complex, nonlinear, high-dimensional optimization problems.…