Analyzing Resource Behavior Using Process Mining. - Joyce Nakatumba; Wil M. P. van der Aalst (Business Process Management Workshops, 2009)

An Infrastructure for Cost-Effective Testing of Operational Support Algorithms Based on Colored Petri Nets. - Joyce Nakatumba; Michael Westergaard; Wil M. P. van der Aalst (Petri Nets, 2012)

Generating Event Logs with Workload-Dependent Speeds from Simulation Models. - Joyce Nakatumba; Michael Westergaard; Wil M. P. van der Aalst (CAiSE Workshops, 2012)

Towards an Interoperability e-Government Framework for Uganda. - Benjamin Kanagwa; Joyce Nakatumba-Nabende; Raymond Mugwanya; Evelyn Kigozi Kahiigi; Silas Ngabirano (AFRICOMM, 2017)

Hybrid Software and Systems Development in Practice: Perspectives from Sweden and Uganda. - Joyce Nakatumba-Nabende; Benjamin Kanagwa; Regina Hebig; Rogardt Heldal; Eric Knauss (PROFES, 2017)

Catching up with method and process practice: an industry-informed baseline for researchers. - Jil Klünder; Regina Hebig; Paolo Tell; Marco Kuhrmann; Joyce Nakatumba-Nabende; Rogardt Heldal; Stephan Krusche; Masud Fazal-Baqaie; Michael Felderer; Marcela Fabiana Genero Bocco; Steffen Küpper; Sherlock A. Licorish; et al. (ICSE (SEIP), 2019)

Walking through the method zoo: does higher education really meet software industry demands? - Marco Kuhrmann; Joyce Nakatumba-Nabende; Rolf-Helge Pfeiffer; Paolo Tell; Jil Klünder; Tayana Conte; Stephen G. MacDonell; Regina Hebig (ICSE (SEET), 2019)

Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques. - Lillian Muyama; Joyce Nakatumba-Nabende; Deborah Mudali (ISDA, 2019)

Keyword Spotter Model for Crop Pest and Disease Monitoring from Community Radio Data. - Benjamin Akera; Joyce Nakatumba-Nabende; Jonathan Mukiibi; Ali Hussein; Nathan Baleeta; Daniel Ssendiwala; Samiiha Nalwooga (CoRR, 2019)

Evaluation of accessibility standards on Ugandan e-government websites. - Joyce Nakatumba-Nabende; Benjamin Kanagwa; Florence Nameere Kivunike; Micheal Tuape (Electron. Gov. an Int. J., 2019)

Improving In-field Cassava Whitefly Pest Surveillance with Machine Learning. - Jeremy Francis Tusubira; Solomon Nsumba; Flavia Ninsiima; Benjamin Akera; Guy Acellam; Joyce Nakatumba; Ernest Mwebaze; John A. Quinn; Tonny J. Oyana (CVPR Workshops, 2020)

Agile Islands in a Waterfall Environment: Challenges and Strategies in Automotive. - Rashidah Kasauli; Eric Knauss; Joyce Nakatumba-Nabende; Benjamin Kanagwa (EASE, 2020)

Comparison of Occurrence of Design Smells in Desktop and Mobile Applications. - Daniel Ogenrwot; Joyce Nakatumba-Nabende; Michel R. V. Chaudron (ACSE, 2020)

Scoring Root Necrosis in Cassava Using Semantic Segmentation. - Jeremy Francis Tusubira; Benjamin Akera; Solomon Nsumba; Joyce Nakatumba-Nabende; Ernest Mwebaze (CoRR, 2020)

A Poster on Intestinal Parasite Detection in Stool Sample Using AlexNet and GoogleNet Architectures. - Rose Nakasi; Ezra Rwakazooba Aliija; Joyce Nakatumba (COMPASS, 2021)

Misinformation detection in Luganda-English code-mixed social media text. - Peter Nabende; David Kabiito; Claire Babirye; Hewitt Tusiime; Joyce Nakatumba-Nabende (AfricaNLP, 2021)

Agile Islands in a Waterfall Environment: Requirements Engineering Challenges and Strategies in Automotive. - Rashidah Kasauli; Eric Knauss; Joyce Nakatumba-Nabende; Benjamin Kanagwa (CoRR, 2021)

MasakhaNER: Named Entity Recognition for African Languages. - David Ifeoluwa Adelani; Jade Z. Abbott; Graham Neubig; Daniel D'souza; Julia Kreutzer; Constantine Lignos; Chester Palen-Michel; Happy Buzaaba; Shruti Rijhwani; Sebastian Ruder; Stephen Mayhew 002; Israel Abebe Azime; et al. (Trans. Assoc. Comput. Linguistics, 2021)

MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. - David Ifeoluwa Adelani; Graham Neubig; Sebastian Ruder; Shruti Rijhwani; Michael Beukman; Chester Palen-Michel; Constantine Lignos; Jesujoba O. Alabi; Shamsuddeen Hassan Muhammad; Peter Nabende; Cheikh M. Bamba Dione; Andiswa Bukula; et al. (EMNLP, 2022)

The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. - Jonathan Mukiibi; Andrew Katumba; Joyce Nakatumba-Nabende; Ali Hussein; Joshua Meyer (LREC, 2022)

What Makes Agile Software Development Agile? - Marco Kuhrmann; Paolo Tell; Regina Hebig; Jil Klünder; Jürgen Münch; Oliver Linssen; Dietmar Pfahl; Michael Felderer; Christian R. Prause; Stephen G. MacDonell; Joyce Nakatumba-Nabende; David Raffo; et al. (IEEE Trans. Software Eng., 2022)

Explainable Machine Learning Models for Swahili News Classification. - Sudi Murindanyi; Brian Afedra Yiiki; Andrew Katumba; Joyce Nakatumba-Nabende (NLPIR, 2023)

Examining Potential Harms of Large Language Models (LLMs) in Africa. - Rehema Baguma; Hajarah Namuwaya; Joyce Nakatumba-Nabende; Qazi Mamunur Rashid (SAFER-TEA, 2023)

Assessing the contribution of the Adhoc crop health surveillance tool on the food security and livelihoods of smallholder farmers in Uganda. - Florence Nameere Kivunike; Elly A. Gamukama; Joyce Nakatumba-Nabende; Daniel Mutembesa; Jeremy Francis Tusubira; Solomon Nsumba; Christopher Omongo; Gloria Namanya (Electron. J. Inf. Syst. Dev. Ctries., 2023)

A Deep Learning Approach to Detect Severity of Mango Damage in the Early Fruiting Stage. - Yonasi Safari; Joyce Nakatumba-Nabende; Rose Nakasi; Rose Nakibuule; Simon allan Achuka (ICMLT, 2024)

A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning. - Yonasi Safari; Joyce Nakatumba-Nabende; Rose Nakasi; Rose Nakibuule (IEEE Access, 2024)

Machine Learning Analysis of Radio Data to Uncover Community Perceptions on the Ebola Outbreak in Uganda. - Joyce Nakatumba-Nabende; Jonathan Mukiibi; Tobius Saul Bateesa; Sudi Murindanyi; Andrew Katumba; Chodrine Mutebi (ACM J. Comput. Sustain. Soc., 2024)

Building a Luganda Text-to-Speech Model From Crowdsourced Data. - Sulaiman Kagumire; Andrew Katumba; Joyce Nakatumba-Nabende; John A. Quinn (CoRR, 2024)

Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes. - Daniel Ogenrwot; Joyce Nakatumba-Nabende; John Businge; Michel R. V. Chaudron (CoRR, 2024)

Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification. - Sudi Murindanyi; Joyce Nakatumba-Nabende; Rahman Sanya; Rose Nakibuule; Andrew Katumba (CoRR, 2024)

Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes. - Daniel Ogenrwot; Joyce Nakatumba-Nabende; John Businge; Michel Chaudron (Zenodo, 2024)

Computer Science Education in Selected Countries from Sub-Saharan Africa. - Engineer Bainomugisha; Karen L. Bradshaw; Martin Mabeifam Ujakpa; Joyce Nakatumba-Nabende; Lawrence Nderu; Neema Mduma; Patrick Kihoza; Annette Irungu (Inroads, 2024)

A Plan for an ACM Task Force Working Group into the Ethical and Societal Impacts of Generative AI in Higher Computing Education. - Janice Mak; Joyce Nakatumba-Nabende; Alison Clear; Tony Clear; Ismaila Temitayo Sanusi; Judy Sheard; Lorenzo Angeli; Matthew Hale Rattigan; Oana Andrei; Samuel Mann; Solomon Sunday Oyelere; Stephen MacNeil; et al. (ITiCSE (2), 2025)

A Systematic Review on Application of Multimodal Learning and Explainable AI in Tuberculosis Detection. - Barbara Nansamba; Joyce Nakatumba-Nabende; Andrew Katumba; David Patrick Kateete (IEEE Access, 2025)

Deep learning for accurate B-line detection and localization in lung ultrasound imaging. - Nixson Okila; Andrew Katumba; Joyce Nakatumba-Nabende; Cosmas Mwikirize; Sudi Murindanyi; Jonathan Serugunda; Samuel Bugeza; Anthony Oriekot; Juliet Bossa; Eva Nabawanuka (Frontiers Artif. Intell., 2025)

Amplify Initiative: Building A Localized Data Platform for Globalized AI. - Qazi Mamunur Rashid; Erin van Liemt; Tiffany Shih; Amber Ebinama; Karla Barrios Ramos; Madhurima Maji; Aishwarya Verma; Charu Kalia; Jamila Smith-Loud; Joyce Nakatumba-Nabende; Rehema Baguma; Andrew Katumba; et al. (CoRR, 2025)

mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks. - Luel Hagos Beyene; Vivek Verma; Min Ma; Jesujoba O. Alabi; Fabian David Schmidt; Joyce Nakatumba-Nabende; David Ifeoluwa Adelani (CoRR, 2025)