Browsing Computational and Communication Science Engineering by Author "Mkoba, Elizabeth"
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Characterisation of Malaria Diagnosis Data in High and Low Endemic Areas of Tanzania
Mariki, Martina; Mduma, Neema; Mkoba, Elizabeth (East African Health Research Journal, 2022)Background: Malaria remains a significant cause of morbidity and mortality, especially in the sub-Saharan African region. Malaria is considered preventable and treatable, but in recent years, it has increased outpatient ... -
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach
Mariki, Martina; Mkoba, Elizabeth; Mduma, Neema (Taylor & Francis online, 2022-01-30)Presumptive treatment and self-medication for malaria have been used in limited-resource countries. However, these approaches have been considered unreliable due to the unnecessary use of malaria medication. This study ... -
A Machine Learning Model for detecting Covid-19 Misinformation in Swahili Language
Mlawa, Filbert; Mkoba, Elizabeth; Mduma, Neema (Engineering, Technology & Applied Science Research, 2023-06-02)The recorded cases of corona virus (COVID-19) pandemic disease are millions and its mortality rate was maximized during the period from April 2020 to January 2022. Misinformation arose regarding this threat, which spread ... -
An Optimal Smart Tank Juice-level Monitoring System for Beverage Industries: A Case Study of Raha Beverages Company Limited, Arusha, Tanzania
Irankunda, Yvonne; Mkoba, Elizabeth; Mirau, Silas (IEIESPC(IEIE Transactions on Smart Processing and Computing), 2022-06-30)Poor monitoring of levels in juice tanks is among the challenges that beverage industries face when pumping liquid from one tank to another. This leads to spilling fluids, faulty juice tests, and industrial accidents. To ... -
Organisational Culture Attributes Influencing the Adoption of Agile Practices: A Systematic Literature Review
Mkoba, Elizabeth; Marnewick, Carl (Journal of Information Systems Engineering and Management, 2022-01-31)Organisations have been adopting agile practices to deliver information system projects faster and create business value. Despite its advantages, many organisations battle to successfully adopt agile practices. While there ... -
Rule-Based Engine for Automatic Allocation of Smallholder Dairy Producers in Preidentified Production Clusters
Mavura, Fatuma; Pandhare, Sanket; Mkoba, Elizabeth; Nyambo, Devotha (Hindawi, 2022-06-30)Smallholder dairy producers account for around half of all African livestock ventures; nevertheless, they face challenges in producing more milk due to an insufficient framework and infrastructure to maximize their output. ... -
Towards an Artificial Intelligence Readiness Index for Africa
Baguma, Rehema; Mkoba, Elizabeth; Nahabwe, Monica; Mubangizi, Martin; Amutorine, Morine; Wanyama, Denis (Springer Nature, 2023-03-18)The applications and benefits of Artificial Intelligence (AI) for socio-economic development are immense. AI is projected to contribute approximately USD 15.7 trillion to the global Gross Domestic Product (GDP) by 2030. ... -
Towards an Artificial Intelligence Readiness Index for Africa
Baguma, Rehema; Mkoba, Elizabeth; Nahabwe, Monica; Mubangizi, Martin; Amutorine, Morine; Wanyama, Denis (Springer Nature, 2023-03-18)The applications and benefits of Artificial Intelligence (AI) for socio-economic development are immense. AI is projected to contribute approximately USD 15.7 trillion to the global Gross Domestic Product (GDP) by 2030. ...