Joyce Nakatumba-Nabende

Joyce Nakatumba-Nabende

Makerere University

H-index: 14

Africa-Uganda

About Joyce Nakatumba-Nabende

Joyce Nakatumba-Nabende, With an exceptional h-index of 14 and a recent h-index of 11 (since 2020), a distinguished researcher at Makerere University, specializes in the field of Computer Science, Business process management, Software Engineering, Machine learning, Artificial Intelligence for Social Good.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning

Coffee and cashew nut dataset: A dataset for detection, classification, and yield estimation for machine learning applications

Building Text and Speech Benchmark Datasets and Models for Low‐Resourced East African Languages: Experiences and Lessons

Computer Science Education in Selected Countries from Sub-Saharan Africa

Modeling the atmospheric dispersion of SO2 from Mount Nyiragongo

Interpretable Machine Learning-Based Triage For Decision Support in Emergency Care

Crime Forecasting using Interpretable Regression Techniques

Implementing Smartphone-Based Telemedicine for Cervical Cancer Screening in Uganda: Qualitative Study of Stakeholders’ Perceptions

Joyce Nakatumba-Nabende Information

University

Position

___

Citations(all)

851

Citations(since 2020)

491

Cited By

503

hIndex(all)

14

hIndex(since 2020)

11

i10Index(all)

17

i10Index(since 2020)

13

Email

University Profile Page

Makerere University

Google Scholar

View Google Scholar Profile

Joyce Nakatumba-Nabende Skills & Research Interests

Computer Science

Business process management

Software Engineering

Machine learning

Artificial Intelligence for Social Good

Top articles of Joyce Nakatumba-Nabende

Title

Journal

Author(s)

Publication Date

A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning

Yonasi Safari

Joyce Nakatumba-Nabende

Rose Nakasi

Rose Nakibuule

2024/2/5

Coffee and cashew nut dataset: A dataset for detection, classification, and yield estimation for machine learning applications

Data in Brief

Rahman Sanya

Ann Lisa Nabiryo

Jeremy Francis Tusubira

Sudi Murindanyi

Andrew Katumba

...

2024/2/1

Building Text and Speech Benchmark Datasets and Models for Low‐Resourced East African Languages: Experiences and Lessons

Applied AI Letters

Joyce Nakatumba‐Nabende

Claire Babirye

Peter Nabende

Jeremy Francis Tusubira

Jonathan Mukiibi

...

2024/4/25

Computer Science Education in Selected Countries from Sub-Saharan Africa

ACM Inroads

Engineer Bainomugisha

Karen Bradshaw

Martin Mabeifam Ujakpa

Joyce Nakatumba-Nabende

Lawrence Nderu

...

2024/2/20

Modeling the atmospheric dispersion of SO2 from Mount Nyiragongo

Journal of African Earth Sciences

Ronald Opio

Isaac Mugume

Joyce Nakatumba-Nabende

Michael Mbogga

2023/1/1

Interpretable Machine Learning-Based Triage For Decision Support in Emergency Care

Henry Mutegeki

Alvin Nahabwe

Joyce Nakatumba-Nabende

Ggaliwango Marvin

2023/4/11

Crime Forecasting using Interpretable Regression Techniques

Mugisha David

Elizabeth Shirley Mbabazi

Joyce Nakatumba-Nabende

Ggaliwango Marvin

2023/4/11

Implementing Smartphone-Based Telemedicine for Cervical Cancer Screening in Uganda: Qualitative Study of Stakeholders’ Perceptions

Journal of Medical Internet Research

Johnblack K Kabukye

Jane Namugga

Collins Jackson Mpamani

Andrew Katumba

Joyce Nakatumba-Nabende

...

2023/10/2

Interpretable Drug Resistance Prediction for Patients on Anti-Retroviral Therapies (ART)

Jacob Muhire

Ssenoga Badru

Joyce Nakatumba-Nabende

Ggaliwango Marvin

2023/5/8

Research Paradigms for Health Equity in Intelligent Mobile Healthcare Technologies: A Critical Review

Ggaliwango Marvin

Nakayiza Hellen

Joyce Nakatumba-Nabende

2023/2/2

Trustworthy Medical Sentiment Detection for Maternal and Neonatal Healthcare

Ggaliwango Marvin

Nakayiza Hellen

Joyce Nakatumba-Nabende

Md Golam Rabiul Alam

2023/4/11

Evaluating a Mobile Health Tool to Guide Management of Acute Pediatric Respiratory Illnesses: A Pilot Feasibility Study in 2 Ugandan Primary Care Health Centers

LE Ellington

I Najjingo

JW Stout

J Nakatumba-Nabende

C Mutebi

...

2023/5

Using machine learning for image-based analysis of sweetpotato root sensory attributes

Smart Agricultural Technology

Joyce Nakatumba-Nabende

Claire Babirye

Jeremy Francis Tusubira

Henry Mutegeki

Ann Lisa Nabiryo

...

2023/10/1

AI Ethics in Higher Education: Research Experiences from Practical Development and Deployment of AI Systems

Joyce Nakatumba-Nabende

Conrad Suuna

Engineer Bainomugisha

2023/1/21

Interpretable Machine Learning Regressors for Mild Hypothermia Prediction in General Surgical Operations

Micheal Francis Kalyango

Emma EY Wilson

Joyce Nakatumba-Nabende

Ggaliwango Marvin

2023/4/11

Accelerating Model Driven Discovery with ML

Irene Wanyana

Joyce Nakatumba-Nabende

Susan Kizito

Balla Diop Ngom

Ernest Mwebaze

...

2023/5/1

Explainable Machine Learning Models for Swahili News Classification

Sudi Murindanyi

Brian Afedra Yiiki

Andrew Katumba

Joyce Nakatumba-Nabende

2023/12/15

A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol

Data in brief

Godliver Owomugisha

Joyce Nakatumba-Nabende

Joshua Jeremy Dhikusooka

Estefania Taravera

Ephraim Nuwamanya

...

2023/8/1

Predicting sweetpotato sensory attributes using image analysis. DigiEye and image analysis as a breeding tool

Joyce Nakatumba-Nabende

Ann Lisa Nabiryo

Claire Babirye

Jeremy Francis Tusubira

Andrew Katumba

...

2023

Interpretable machine learning for predicting customer churn in retail banking

Sudi Murindanyi

Ben Wycliff Mugalu

Joyce Nakatumba-Nabende

Ggaliwango Marvin

2023/4/11

See List of Professors in Joyce Nakatumba-Nabende University(Makerere University)