Elliot Mbunge

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Class Imbalanced

Computational Model

Top Venues

Int. J. Softw. Innov.

Cyber Secur. Appl.

Int. J. Bus. Intell. Data Min.

Publications

John Batani, Elliot Mbunge, Lipuo Leokana
A Deep Learning-Based Chatbot to Enhance Maternal Health Education. ICTAS (2024)
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
Machine Learning Models for Identifying Factors Influencing and Predicting Malaria Among Children Under Five Years in Nigeria. ICTAS (2024)
John Batani, Matau Rosina Mothabeng, Elliot Mbunge
Towards Artificial Intelligence-Driven Marketing: An Adoption Framework for Lesotho. ICTAS (2024)
Elliot Mbunge, Stephen Gbenga Fashoto, Benhildah Muchemwa, Richard C. Millham, Garikayi Chemhaka, Maureen Nokuthula Sibiya, Tafadzwa Dzinamarira, Jolly Buwerimwe
Application of machine learning techniques for predicting child mortality and identifying associated risk factors. ICTAS (2023)
Stephen Gbenga Fashoto, Boluwaji A. Akinnuwesi, Elliot Mbunge, Andile Simphiwe Metfula
Financial inclusion dataset classification in Eswatini using support vector machine and logistic regression. Int. J. Bus. Inf. Syst. 43 (4) (2023)
Elliot Mbunge, Maureen Nokuthula Sibiya, Sam Takavarasha, Richard C. Millham, Garikayi Chemhaka, Benhildah Muchemwa, Tafadzwa Dzinamarira
Implementation of ensemble machine learning classifiers to predict diarrhoea with SMOTEENN, SMOTE, and SMOTETomek class imbalance approaches. ICTAS (2023)
Elliot Mbunge, Benhildah Muchemwa, John Batani, Nobuhle Mbuyisa
A review of deep learning models to detect malware in Android applications. Cyber Secur. Appl. 1 (2023)
Boluwaji A. Akinnuwesi, Stephen Gbenga Fashoto, Elliot Mbunge, Petros Mashwama, Patrick Adeomo Owate
A SWOT Analysis of Software Requirement Validation Techniques. Int. J. Softw. Innov. 10 (1) (2022)
Elliot Mbunge, Richard C. Millham, Maureen Nokuthula Sibiya, Sam Takavarasha
Application of machine learning models to predict malaria using malaria cases and environmental risk factors. ICTAS (2022)
Elliot Mbunge, Stephen Gbenga Fashoto, Happyson Bimha
Prediction of box-office success: a review of trends and machine learning computational models. Int. J. Bus. Intell. Data Min. 20 (2) (2022)
Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha
m-health framework for improving malaria information dissemination in Buhera rural district amid COVID-19 and beyond. ICTAS (2021)
Elliot Mbunge, Maureen Nokuthula Sibiya, Richard C. Millham, Sam Takavarasha
Micro-spatial modelling of malaria cases and environmental risk factors in Buhera rural district, Zimbabwe. ICTAS (2021)
Petros Mashwama, Stephen Gbenga Fashoto, Elliot Mbunge, Simanga Gwebu
Development of a Mobile Inter-Vehicular Communication System Based on Gossip Algorithm. Int. J. Interact. Mob. Technol. 14 (11) (2020)