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Innocent Ngaruye
Innocent Ngaruye
University of Rwanda
Verified email at ur.ac.rw
Title
Cited by
Cited by
Year
Use of machine learning techniques to identify HIV predictors for screening in sub-Saharan Africa
CK Mutai, PE McSharry, I Ngaruye, E Musabanganji
BMC medical research methodology 21, 1-11, 2021
512021
Performance of machine learning classifiers in classifying stunting among under-five children in Zambia
ON Chilyabanyama, R Chilengi, M Simuyandi, CC Chisenga, M Chirwa, ...
Children 9 (7), 1082, 2022
342022
Small area estimation under a multivariate linear model for repeated measures data
I Ngaruye, J Nzabanita, D Rosen, M Singull
Communications in Statistics-Theory and Methods 46 (21), 10835-10850, 2017
172017
Ensemble empirical mode decomposition: a noise-assisted data analysis method
M Shoman, A Aboah, Y Adu-Gyamfi, ÁP Correia, AK Suzuki, MLL Viola, ...
Assessment 16 (01n02), 2024
122024
Early detection of students at risk of poor performance in Rwanda higher education using machine learning techniques
E Masabo, J Nzabanita, I Ngaruye, C Ruranga, JP Nizeyimana, ...
International Journal of Information Technology 15 (6), 3201-3210, 2023
122023
Crop yield estimation at district level for agricultural seasons 2014 in Rwanda
I Ngaruye, D von Rosen, M Singull
African Journal of Applied Statistics 3 (1), 69-90, 2016
112016
Ensemble empirical mode decomposition: A noise-assited
NEH Zhaohua Wu
Biomed. Tech 55, 193-201, 2010
102010
Comparing growth velocity of HIV exposed and non-exposed infants: An observational study of infants enrolled in a randomized control trial in Zambia
ON Chilyabanyama, R Chilengi, NM Laban, M Chirwa, M Simunyandi, ...
Plos one 16 (8), e0256443, 2021
72021
Asymptotic results for expected probability of misclassifications in linear discriminant analysis with repeated measurements
E Kanuti Ngailo, I Ngaruye
Communications in Statistics-Theory and Methods 53 (6), 1942-1963, 2024
42024
Compartmental mathematical modelling of dynamic transmission of COVID-19 in Rwanda
L Mpinganzima, JM Ntaganda, W Banzi, JP Muhirwa, BK Nannyonga, ...
IJID regions 6, 99-107, 2023
42023
Comparing Machine Learning Classifiers for Predicting Hospital Readmission of Heart Failure Patients in Rwanda
T Rizinde, I Ngaruye, ND Cahill
Journal of Personalized Medicine 13 (9), 1393, 2023
32023
Use of unsupervised machine learning to characterise HIV predictors in sub-Saharan Africa
CK Mutai, PE McSharry, I Ngaruye, E Musabanganji
BMC Infectious Diseases 23 (1), 482, 2023
32023
Big data analytics for predictive system maintenance using machine learning models
P Ngwa, I Ngaruye
Advances in Data Science and Adaptive Analysis 15 (01n02), 2350001, 2023
32023
Child stunting prevalence determination at sector level in Rwanda using small area estimation
I Ngaruye, J Nzabanita, F Niragire, T Rizinde, J Nkurunziza, ...
BMC nutrition 9 (1), 147, 2023
22023
Use of Machine Learning Techniques to Identify HIV Predictors for Screening
PE McSharry, C Mutai, I Ngaruye, E Musabanganji
22020
Mean-Squared errors of small area estimators under a multivariate linear model for repeated measures data
I Ngaruye, DV Rosen, M Singull
Communications in Statistics-Theory and Methods 48 (8), 2060-2073, 2019
22019
Small-area estimation with missing data using a multivariate linear random effects model
I Ngaruye, D von Rosen, M Singull
Japanese Journal of Statistics and Data Science 1, 23-37, 2018
22018
Effects of high school leavers’ characteristics on the academic performance in higher education: Empirical evidence from Rwanda
J Nzabanita, I Ngaruye, C Ruranga, E Masabo, E Mutezimana, ...
Journal of Somali Studies: Research on Somalia and the Greater Horn of …, 2022
12022
Small area estimation under a multivariate linear model for incomplete repeated measures data
I Ngaruye, D Von Rosen, M Singull
Linköping University Electronic Press, 2017
12017
Contributions to Small Area Estimation: Using Random Effects Growth Curve Model
I Ngaruye
Linköping University Electronic Press, 2017
12017
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Articles 1–20