Elliot Mbunge

According to our database, Elliot Mbunge authored at least 13 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Akinpelumi Saheed Faremi, Boluwaji A. Akinnuwesi, Elliot Mbunge, Petros Mashwama, Stephen Gbenga Fashoto, Zenzo Polite Ncube, John Batani, Shamsudeen A. Sanni, Yinusa A. Faremi, Andile Simphiwe Metfula

Proceedings of the Conference on Information Communications Technology and Society, 2024

Towards Artificial Intelligence-Driven Marketing: An Adoption Framework for Lesotho.

John Batani, Matau Rosina Mothabeng, Elliot Mbunge

Proceedings of the Conference on Information Communications Technology and Society, 2024

A Deep Learning-Based Chatbot to Enhance Maternal Health Education.

John Batani, Elliot Mbunge, Lipuo Leokana

Proceedings of the Conference on Information Communications Technology and Society, 2024

2023

A review of deep learning models to detect malware in Android applications.

Elliot Mbunge, Benhildah Muchemwa, John Batani, Nobuhle Mbuyisa

Cyber Secur. Appl., December, 2023

Financial inclusion dataset classification in Eswatini using support vector machine and logistic regression.

Stephen Gbenga Fashoto, Boluwaji A. Akinnuwesi, Elliot Mbunge, Andile Simphiwe Metfula

Int. J. Bus. Inf. Syst., 2023

Implementation of ensemble machine learning classifiers to predict diarrhoea with SMOTEENN, SMOTE, and SMOTETomek class imbalance approaches.

Elliot Mbunge, Maureen Nokuthula Sibiya, Sam Takavarasha, Richard C. Millham, Garikayi Chemhaka, Benhildah Muchemwa, Tafadzwa Dzinamarira

Proceedings of the Conference on Information Communications Technology and Society, 2023

Application of machine learning techniques for predicting child mortality and identifying associated risk factors.

Elliot Mbunge, Stephen Gbenga Fashoto, Benhildah Muchemwa, Richard C. Millham, Garikayi Chemhaka, Maureen Nokuthula Sibiya, Tafadzwa Dzinamarira, Jolly Buwerimwe

Proceedings of the Conference on Information Communications Technology and Society, 2023

2022

A SWOT Analysis of Software Requirement Validation Techniques.

Boluwaji A. Akinnuwesi, Stephen Gbenga Fashoto, Elliot Mbunge, Petros Mashwama, Patrick Adeomo Owate

Int. J. Softw. Innov., 2022

Prediction of box-office success: a review of trends and machine learning computational models.

Elliot Mbunge, Stephen Gbenga Fashoto, Happyson Bimha

Int. J. Bus. Intell. Data Min., 2022

Application of machine learning models to predict malaria using malaria cases and environmental risk factors.

Elliot Mbunge, Richard C. Millham, Maureen Nokuthula Sibiya, Sam Takavarasha

Proceedings of the Conference on Information Communications Technology and Society, 2022

2021

m-health framework for improving malaria information dissemination in Buhera rural district amid COVID-19 and beyond.

Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha

Proceedings of the Conference on Information Communications Technology and Society, 2021

Micro-spatial modelling of malaria cases and environmental risk factors in Buhera rural district, Zimbabwe.

Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha

Proceedings of the Conference on Information Communications Technology and Society, 2021

2020

Development of a Mobile Inter-Vehicular Communication System Based on Gossip Algorithm.

Petros Mashwama, Stephen Gbenga Fashoto, Elliot Mbunge, Simanga Gwebu

Int. J. Interact. Mob. Technol., 2020