[HTML][HTML] Application of deep learning and machine learning models to improve healthcare in sub-Saharan Africa: Emerging opportunities, trends and implications

E Mbunge, J Batani - Telematics and Informatics Reports, 2023 - Elsevier
Deep learning and machine learning techniques present unmatched opportunities to
improve healthcare in sub-Saharan Africa (SSA). However, there is a paucity of literature on …

The future of next generation web: Juxtaposing machine learning and deep learning-based web cache replacement models in web caching systems

E Mbunge, J Batani, SG Fashoto, B Akinnuwesi… - Computer Science On …, 2023 - Springer
Massive data generated by connected smart devices, particularly in distributed computer
networks, contributed to the large network traffic burden caused by the ever-increasing use …

Machine Learning Models for Identifying Factors Influencing and Predicting Malaria Among Children Under Five Years in Nigeria

AS Faremi, B Akinnuwesi, E Mbunge… - 2024 Conference on …, 2024 - ieeexplore.ieee.org
Malaria remains a significant public health challenge and major cause of mortality among
children in Nigeria. Children under five years are more vulnerable and significantly …

[HTML][HTML] Determinants of under-five mortality in Zimbabwe: Evidence from the 2015–2016 Zimbabwe demographic Health Survey data

E Mbunge, G Chemhaka, T Dzinamarira, E Moyo… - Women and Children …, 2024 - Elsevier
Background Child mortality is an important measure of a population's health status. It is
included in the third sustainable development goal that aims to improve global health by …

A survey on confidence calibration of deep learning under class imbalance data

J Dong, Z Jiang, D Pan, Z Chen, Q Guan, H Zhang… - Authorea …, 2024 - techrxiv.org
Confidence calibration in classification models, a technique to achieve accurate posterior
probability estimation for classification results, is crucial for assessing the likelihood of …

[PDF][PDF] Applying Machine Learning to Intelligent Chatbot for Preventive Care

SVSM Lopes - 2023 - repositorio-aberto.up.pt
Applying Machine Learning to Intelligent Chatbot for Preventive Care Page 1 Applying Machine
Learning to Intelligent Chatbot for Preventive Care Sofia Malpique Mestrado em Ciência de …

Dataset Creation and Imbalance Mitigation in Big Data: Enhancing Machine Learning Models for Forest Fire Prediction

F Tavakoli - 2023 - uwspace.uwaterloo.ca
Historically, forest fire prediction methods have leaned on heuristics, local insights, and
basic statistical models, often neglecting the complex interplay of variables such as …

Multi-Class Credit Risk Analysis Using Deep Learning

SB Paudel, B Devkota, S Timilsina - Journal of Engineering and …, 2023 - nepjol.info
Credit risk prediction, reliability, monitoring and effective loan processing are the keys to
proper bank decision-making. So, understanding the credit customer during the initial loan …

[PDF][PDF] Women and Children Nursing

E Mbunge, G Chemhaka, T Dzinamarira, E Moyo… - researchgate.net
Background: Child mortality is an important measure of a population's health status. It is
included in the third sustainable development goal that aims to improve global health by …