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Author

Eric Nziyumva

Observed institution: Fujian University of Technology
ORCID: 0000-0003-1513-2367
Observed ORCID: 0000-0003-1513-2367
OpenAlex ID: A5015497240
Predicting student's dropout in university classes using two-layer ensemble machine learning approach: A novel stacked generalization
2022 · Jovial Niyogisubizo, Lyuchao Liao, et al. · Computers and Education Artificial Intelligence · 243
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Predicting Crash Injury Severity in Smart Cities: a Novel Computational Approach with Wide and Deep Learning Model
2023 · Jovial Niyogisubizo, Lyuchao Liao, et al. · International Journal of Intelligent Transportation Systems Research · 23
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine
2023 · Jovial Niyogisubizo, Lyuchao Liao, et al. · Intelligent Data Analysis · 15
A Novel Stacking Framework Based On Hybrid of Gradient Boosting-Adaptive Boosting-Multilayer Perceptron for Crash Injury Severity Prediction and Analysis
2021 · Jovial Niyogisubizo, Lyuchao Liao, et al. · IEEE International Conference on Electronics and Communication Engineering (ICECE) · 12
Towards Predicting the Quality of Red Wine Using Novel Machine Learning Methods for Classification, Data Visualization, and Analysis
2024 · Jovial Niyogisubizo, Jean de Dieu Ninteretse, et al. · Artificial Intelligence and Applications · 7
Electrical Load Forecasting Using Hybrid of Extreme Gradient Boosting and Light Gradient Boosting Machine
2022 · Eric Nziyumva, Rong Hu, et al. · Lecture notes in electrical engineering · 5
Solar Radiation Forecasting Using Ensemble-Based Hybrid LGBM-GB-MLP Model: A Novel Stacked Generalization Method
2022 · Eric Nziyumva, Rong Hu, et al. · SSRN Electronic Journal · 5
A Comparative Study on Machine Learning-based Approaches for Improving Traffic Accident Severity Prediction
2021 · Jovial Niyogisubizo, Evariste Murwanashyaka, et al. · Zenodo (CERN European Organization for Nuclear Research) · 3
A Novel Two Layer Stacking Ensemble for Improving Solar Irradiance Forecasting
2021 · Eric Nziyumva, Mathias Nsengimna, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
A systematic review of analytical machine learning techniques for optimizing decisions in underground engineering
2026 · Jovial Niyogisubizo, Jean de Dieu Ninteretse, et al. · Decision Analytics Journal
Technical Feasibility Study of Pumped Storage Hydro Power Plant on Lake Kivu
2021 · Alphonse Kwitonda, Ir. Mulugeta GebreHiwot GebreMichael, et al. · IEEE Annual Southern Power Electronics Conference
Works count: 11
Citation count: 314
H-index: 5
I10-index: 4
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