| Predicting student's dropout in university classes using two-layer ensemble machine learning approach: A novel stacked generalization J Niyogisubizo, L Liao, E Nziyumva, E Murwanashyaka, ... Computers and Education: Artificial Intelligence 3, 100066, 2022 | 72 | 2022 |
| Predicting crash injury severity in smart cities: a novel computational approach with wide and deep learning model J Niyogisubizo, L Liao, Q Sun, E Nziyumva, Y Wang, L Luo, S Lai, ... International journal of intelligent transportation systems research 21 (1 …, 2023 | 5 | 2023 |
| Electrical load forecasting using hybrid of extreme gradient boosting and light gradient boosting machine E Nziyumva, R Hu, CY Hsu, J Niyogisubizo The International Conference on Image, Vision and Intelligent Systems …, 2022 | 5 | 2022 |
| Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine J Niyogisubizo, L Liao, F Zou, G Han, E Nziyumva, B Li, Y Lin Intelligent Data Analysis 27 (1), 79-101, 2023 | 4 | 2023 |
| A Novel Stacking Framework Based On Hybrid of Gradient Boosting-Adaptive Boosting-Multilayer Perceptron for Crash Injury Severity Prediction and Analysis J Niyogisubizo, L Liao, Y Lin, L Luo, E Nziyumva, E Murwanashyaka 2021 IEEE 4th International Conference on Electronics and Communication …, 2021 | 2 | 2021 |
| A Comparative Study on Machine Learning-based Approaches for Improving Traffic Accident Severity Prediction J Niyogisubizo, E Murwanashyaka, E Nziyumva Int. J. Eng. Res. Technol.(Ahmedabad) 10 (10), 2021 | 2 | 2021 |
| A Novel Deep Learning Approach Featuring Graph-Based Algorithm for Cell Segmentation and Tracking K Zhao, J Niyogisubizo, L Xiao, Y Pan, D Wei, D Rosiyadi, Y Wei 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations H Wu, J Niyogisubizo, K Zhao, J Meng, W Xi, H Li, Y Pan, Y Wei International Journal of Molecular Sciences 24 (22), 16028, 2023 | | 2023 |
| Computational solutions for microbiome and metagenomics sequencing analyses, Volume II J Niyogisubizo, Y Cai, L Zhang, X Zhang, Y Wei Frontiers in Molecular Biosciences 10, 2023 | | 2023 |
| Towards Predicting the Quality of Red Wine Using Novel Machine Learning Methods for Classification, Data Visualization and Analysis J Niyogisubizo, J de Dieu Ninteretse, E Nziyumva, M Nshimiyimana, ... Artificial Intelligence and Applications, 2022 | | 2022 |
| Assessing Mechanical Properties of High Throw Self-Compacting Concrete in Steel Tube Columns N Jean de Dieu, N Marc, N Jovial | | |
| A Novel Two Layer Stacking Ensemble for Improving Solar Irradiance Forecasting E Nziyumva, M Nsengimana, J Niyogisubizo, E Murwanashyaka, ... | | |
| Solar Radiation Forecasting Using Ensemble-Based Hybrid LGBM-GB-MLP Model: A Novel Stacked Generalization Method E Nziyumva, R Hu, Y Xu, J Niyogisubizo, Z Li, PC Nshimyumukiza Available at SSRN 4076358, 0 | | |
