Ahmad Zainul Fanani

Improvement of Fuzzy C-Mean Using Local Laplacian Filter for Image Segmentation

2018 · 2018 International Seminar on Application for Technology of Information and Communication

The FCM (Fuzzy C-Mean) is on of algorithms used in the background image separation research. This study aims to improve the quality of image segmentation using FCM algorithm with Local Laplacian Filter. Thus, we applied …

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 …