Jovial Niyogisubizo

Predicting student's dropout in university classes using two-layer ensemble machine learning approach: A novel stacked generalization

Jovial Niyogisubizo, Lyuchao Liao, Eric Nziyumva et al. · Computers and Education Artificial Intelligence · 2022 · 133 citations · Full text

Predicting Crash Injury Severity in Smart Cities: a Novel Computational Approach with Wide and Deep Learning Model

Jovial Niyogisubizo, Lyuchao Liao, Qi Sun et al. · International Journal of Intelligent Transportation Systems Research · 2023 · 19 citations

Engineering, Machine Learning, Data Science +13

A Novel Stacking Framework Based On Hybrid of Gradient Boosting-Adaptive Boosting-Multilayer Perceptron for Crash Injury Severity Prediction and Analysis

Jovial Niyogisubizo, Lyuchao Liao, Yuyuan Lin et al. · 2021 · 10 citations

Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine

Jovial Niyogisubizo, Lyuchao Liao, Fumin Zou et al. · Intelligent Data Analysis · 2023 · 10 citations