5 papers
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…
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.…
Driving Education Advancements of Novice Drivers: A Systematic Literature Review
Anannya Ghosh Tusti, Anandi K Dutta, Syed Aaqib Javed +1
Most novice drivers are teenagers since many individuals begin their driving journey during adolescence. Novice driver crashes remain a leading cause of death among adolescents, un…
From Maneuver to Mishap: A Systematic Literature Review on U-Turn Safety Risks
Syed Aaqib Javed, Anannya Ghosh Tusti, Biplov Pandey +1
Understanding the impacts of U-turn configurations on intersection safety and traffic operations is essential for developing effective strategies to enhance road safety and efficie…
A Survey on Kolmogorov-Arnold Network
Shriyank Somvanshi, Syed Aaqib Javed, Md Monzurul Islam +2
This systematic review explores the theoretical foundations, evolution, applications, and future potential of Kolmogorov-Arnold Networks (KAN), a neural network model inspired by t…