Author

Berthine Nyunga Mpinda

Observed names: Berthine N. Mpinda, Mpinda, Berthine Nyunga, Nyunga Mpinda, Berthine

Institution: African Institute for Mathematical Sciences

Observed institutions: African Institute for Mathematical Sciences, Montpellier Recherche en Economie

ORCID: 0000-0003-2981-6436

Observed ORCID: 0000-0003-2981-6436

OpenAlex ID: A5040014192

Neural Networks for Financial Time Series Forecasting

2022 · Kady Sako, Berthine Nyunga Mpinda, et al. · Entropy · 95

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Data Prediction Based Encoder-Decoder Learning in Wireless Sensor Networks

2022 · Arouna Ndam Njoya, Allassan A Nken Tchangmena, et al. · IEEE Access · 13

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Improving the Accuracy of Financial Bankruptcy Prediction Using Ensemble Learning Techniques

2024 · Anthonia Oluchukwu Njoku, Berthine Nyunga Mpinda, et al. · Communications in computer and information science · 5

Malaria Parasite Detection in Microscopic Blood Smear Images Using Deep Learning Techniques

2024 · Rosmaël Zidane Lekeufack Foulefack, Andronicus A. Akinyelu, et al. · 4

Enhancing Predictive Performance Through Optimized Ensemble Stacking for Imbalanced Classification Problems

2024 · Anthonia Oluchukwu Njoku, Berthine Nyunga Mpinda, et al. · STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health · 1

Comparing logistic regression and neural networks for predicting skewed credit score: a LIME-based explainability approach

2024 · Jane Wangui Wanjohi, Berthine Nyunga Mpinda, et al. · Statistics in Transition New Series · 1

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Accuracies of some Learning or Scoring Models for Credit Risk Measurement

2021 · Salomey Osei, KAMDEM, Jules SADEFO, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 1

Accuracies of Model Risks in Finance using Machine Learning

· Berthine Nyunga Mpinda, Jules Sadefo-Kamdem, et al. · RePEc: Research Papers in Economics · 1

Novel Sampling Methods for Imbalanced Data Prediction: Simulations and Applications to Medical Data

2024 · Malibongwe Tsabedze, Berthine Nyunga Mpinda, et al. · STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health

Classification Analysis of Some Cancer Types Using Machine Learning

2024 · Scott Ulrich Jemea Ebolo, Olusola Samuel Makinde, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Local Features Based Spectral Clustering for Defect Detection

2023 · Gael Dimitri Tekam Fongouo, Berthine Nyunga Mpinda, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

Learning models for forecasting COVID-19 spread in Africa

2021 · Sadefo-Kamdem, Jules, Osei, Salomey, et al. · HAL (Le Centre pour la Communication Scientifique Directe)

Accuracies of Model Risks in Finance using Machine Learning

2021 · Nyunga Mpinda, Berthine, Sadefo-Kamdem, Jules, et al. · HAL (Le Centre pour la Communication Scientifique Directe)

Works count: 14

Citation count: 121

H-index: 4

I10-index: 2