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Author

Innocent Ngaruye

Observed names: I. Ngaruye, Ngaruye, Innocent
ORCID: 0000-0002-6750-3572
Observed ORCID: 0000-0002-6750-3572
OpenAlex ID: A5014243404
Performance of Machine Learning Classifiers in Classifying Stunting among Under-Five Children in Zambia
2022 · Obvious Nchimunya Chilyabanyama, Roma Chilengi, et al. · Children · 96
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Use of machine learning techniques to identify HIV predictors for screening in sub-Saharan Africa
2021 · Charles K. Mutai, Patrick E. McSharry, et al. · BMC Medical Research Methodology · 89
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Early detection of students at risk of poor performance in Rwanda higher education using machine learning techniques
2023 · Emmanuel Masabo, Joseph Nzabanita, et al. · International Journal of Information Technology · 45
Prediction of adverse pregnancy outcomes using machine learning techniques: evidence from analysis of electronic medical records data in Rwanda
2025 · Muzungu Hirwa Sylvain, Emmanuel Christian Nyabyenda, et al. · BMC Medical Informatics and Decision Making · 27
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Small area estimation under a multivariate linear model for repeated measures data
2016 · Innocent Ngaruye, Joseph Nzabanita, et al. · Communication in Statistics- Theory and Methods · 16
Child stunting prevalence determination at sector level in Rwanda using small area estimation
2023 · Innocent Ngaruye, Joseph Nzabanita, et al. · BMC Nutrition · 14
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Comparing growth velocity of HIV exposed and non-exposed infants: An observational study of infants enrolled in a randomized control trial in Zambia
2021 · Obvious Nchimunya Chilyabanyama, Roma Chilengi, et al. · PLoS ONE · 14
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Use of unsupervised machine learning to characterise HIV predictors in sub-Saharan Africa
2023 · Charles K. Mutai, Patrick E. McSharry, et al. · BMC Infectious Diseases · 12
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Crop yield estimation at district level for agricultural seasons 2014 in Rwanda
2016 · Innocent Ngaruye, Dietrich von Rosen, et al. · African Journal of Applied Statistics · 10
Spatio-temporal variation of child stunting and associated risk factors in Rwanda
2025 · François Niragire, Jeanine Ahishakiye, et al. · BMC Public Health · 9
Comparing Machine Learning Classifiers for Predicting Hospital Readmission of Heart Failure Patients in Rwanda
2023 · Theogene Rizinde, Innocent Ngaruye, et al. · Journal of Personalized Medicine · 9
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Compartmental mathematical modelling of dynamic transmission of COVID-19 in Rwanda
2023 · Lydie Mpinganzima, Jean Marie Ntaganda, et al. · IJID Regions · 8
Big Data Analytics for Predictive System Maintenance Using Machine Learning Models
2022 · Pius Ngwa, Innocent Ngaruye · Advances in Data Science and Adaptive Analysis · 6
Asymptotic results for expected probability of misclassifications in linear discriminant analysis with repeated measurements
2022 · Edward Kanuti Ngailo, Innocent Ngaruye · Communication in Statistics- Theory and Methods · 4
A deterministic analysis of an age-sex-structured model for malaria transmission dynamics
2024 · Marie Aimée Uwineza, Joseph Nzabanita, et al. · IJID Regions · 3
Mean-Squared errors of small area estimators under a multivariate linear model for repeated measures data
2018 · Innocent Ngaruye, Dietrich Von Rosen, et al. · Communication in Statistics- Theory and Methods · 3
Approximation of misclassification probabilities for quadratic classification of repeated measurements
2025 · Jean de Dieu Niyigena, Innocent Ngaruye, et al. · Journal of Statistical Computation and Simulation · 1
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Spatial Distribution and Risk Factor Profiling of Heart Failure Across Rwanda's Healthcare Landscape
2025 · Theogene Rizinde, Cahill Nathan, et al. · African Journal Of Applied Research · 1
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Machine Learning Algorithms for Predicting Hospital Readmission and Mortality Rates in Patients with Heart Failure
2024 · T. Rizinde, I. Ngaruye, et al. · African Journal Of Applied Research · 1
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Prediction of Tea Production in Rwanda Using Data Mining Techniques
2023 · C. Umutoni, I. Ngaruye · Agricultural and Food Science Journal of Ghana · 1
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Effects of High School Leavers’ Characteristics on the Academic Performance in Higher Education: Empirical Evidence from Rwanda
2022 · Joseph Nzabanita, Innocent Ngaruye, et al. · Journal of Somali Studies · 1
A Comparative Evaluation of Individual Machine Learning Models and Hybrid Ensemble Approaches for Short-Term Rainfall-Induced Landslide Prediction: Evidence from Rwanda
2026 · Emmanuel Hakizimana, Innocent Ngaruye · Research Square
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Integration of Developed Mathematical Model for Predicting and Monitoring the Spread of Epidemics and Pandemics: The Case of COVID‐19 in Rwanda
2026 · Jean Marie Ntaganda, Innocent Ngaruye, et al. · Public Health Challenges
Moment-based Misclassification Probability for a Quadratic Classifier of Growth Curves using an Edgeworth-type Expansion
2025 · Jean de Dieu Niyigena, Innocent Ngaruye, et al. · Sankhya B
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The effect of meteorological factors on extreme COVID-19 infection in Rwanda: The generalized additive extreme value modeling approach
2025 · Innocent Ngaruye, Joseph Nzabanita, et al. · Rwanda Journal of Engineering Science Technology and Environment
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Works count: 42
Citation count: 370
H-index: 9
I10-index: 9
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