Supriadi Rustad

Indonesian Traffic Signs Recognition Using Convolutional Neural Network

2022

A traffic violation is one of the reasons for the increasing mortality every year. Traffic Sign Recognition (TSR) is an important component within the scope of Advanced Driver Assistance System (ADAS) and autonomous vehicles, which …

Separability-based Quadratic Feature Transformation to Improve Classification Performance

2023 · International Journal of Advanced Computer Science and Applications

Feature transformation is an essential part of data preprocessing to improve the predictive performance of machine learning (ML) algorithms. Box-Cox transformation with the goal of separability is proven to align with the performance improvement of …