Machine Learning

Integrated CNN and Waterwheel Plant Algorithm for Enhanced Traffic Detection
Integrated CNN and Waterwheel Plant Algorithm for Enhanced Traffic Detection

Led a team in the design and implementation of a hybrid CNN and Waterwheel Plant Algorithm (WWPA) to detect and track vehicles in global traffic data, achieving a model accuracy of 97.28%.'

Jan 1, 2024

Machine Learning for Oil Spill Detection via Satellite Imagery
Machine Learning for Oil Spill Detection via Satellite Imagery

Spearheaded the development of an oil spill detection system using Artificial Neural Networks (ANN), achieving 96.88% accuracy by classifying ocean satellite images.

Apr 1, 2023

Enhancing Student Performance Prediction Using Greylag Goose Optimization
Enhancing Student Performance Prediction Using Greylag Goose Optimization

Led a team to implement the Greylag Goose Optimization (GGO) algorithm for enhancing a Multilayer Perceptron (MLP) Regressor, reducing Mean Squared Error (MSE) significantly.

Mar 1, 2023

Optimizing Student Performance Prediction Using Waterwheel Plant Algorithm
Optimizing Student Performance Prediction Using Waterwheel Plant Algorithm

Collaborated on developing a robust student performance prediction model by integrating the Binary Waterwheel Plant Algorithm (bWWPA) for feature selection, achieving a notable reduction in MSE.

Feb 1, 2023