Joyce Nakatumba-Nabende

47 papers A* 1A 1B 2C 2Journal 29Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Literature Review on Bias Evaluation and Mitigation in Automatic Speech Recognition Models for Low-Resource African Languages.
ACM Comput. Surv.
Joyce Nakatumba-Nabende, Sulaiman Kagumire, Caroline Kantono, Peter Nabende
2026 J jnl
Machine Learning for Detection and Severity Estimation of Sweetpotato Weevil Damage in Field and Lab Conditions.
CoRR
Doreen M. Chelangat, Sudi Murindanyi, Mugizi Bruce, Paul Musana, Benard Yada, Milton A. Otema, Florence Osaru, Andrew Katumba, Joyce Nakatumba-Nabende
2026 J jnl
Modeling anesthetic-drug label detection for low-resource operating rooms.
BMC Medical Informatics Decis. Mak.
Solomon Nsumba, Flavia Delmira Ninsiima, Mary Juliet Nampawu, Peter Nabende, Joyce Nakatumba-Nabende
2026 J jnl
WAXAL: A Large-Scale Multilingual African Language Speech Corpus.
CoRR
Abdoulaye Diack, Perry Nelson, Kwaku Agbesi, Angela Nakalembe, MohamedElfatih MohamedKhair, Vusumuzi Dube, Tavonga Siyavora, Subhashini Venugopalan, Jason Hickey, Uche Okonkwo, Abhishek Bapna, Isaac Wiafe, Raynard Dodzi Helegah, Elikem Doe Atsakpo, Charles Nutrokpor, Fiifi Baffoe Payin Winful, Kafui Kwashie Solaga, Jamal-Deen Abdulai, Akon Obu Ekpezu, Audace Niyonkuru, Samuel Rutunda, Boris Ishimwe, Michael Melese, Engineer Bainomugisha, Joyce Nakatumba-Nabende, Andrew Katumba, Claire Babirye, Jonathan Mukiibi, Vincent Kimani, Samuel Kibacia, James Maina, Fridah Emmah, Ahmed Ibrahim Shekarau, Ibrahim Shehu Adamu, Yusuf Abdullahi, Howard Lakougna, Bob MacDonald, Hadar Shemtov, Aisha Walcott-Bryant, Moustapha Cisse, Avinatan Hassidim, Jeff Dean, Yossi Matias
2025 — conf
A Plan for an ACM Task Force Working Group into the Ethical and Societal Impacts of Generative AI in Higher Computing Education.
ITiCSE (2)
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, Tingting Zhu
2025 J jnl
A Systematic Review on Application of Multimodal Learning and Explainable AI in Tuberculosis Detection.
IEEE Access
Barbara Nansamba, Joyce Nakatumba-Nabende, Andrew Katumba, David Patrick Kateete
2025 J jnl
Amplify Initiative: Building A Localized Data Platform for Globalized AI.
CoRR
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, Chodrine Mutebi, Jagen Marvin, Eric Peter Wairagala, Mugizi Bruce, Peter Oketta, Lawrence Nderu, Obichi Obiajunwa, Abigail Oppong, Michael Zimba, Data Authors
2025 J jnl
Automatic Speech Recognition (ASR) for African Low-Resource Languages: A Systematic Literature Review.
CoRR
Sukairaj Hafiz Imam, Tadesse Destaw Belay, Kedir Yassin Hussen, Ibrahim Said Ahmad, Idris Abdulmumin, Hadiza Ali Umar, Muhammad Yahuza Bello, Joyce Nakatumba-Nabende, Seid Muhie Yimam, Shamsuddeen Hassan Muhammad
2025 J jnl
Benchmarking Automatic Speech Recognition Models for African Languages.
CoRR
Alvin Nahabwe, Sulaiman Kagumire, Denis Musinguzi, Bruno Beijuka, Jonah Mubuuke Kyagaba, Peter Nabende, Andrew Katumba, Joyce Nakatumba-Nabende
2025 J jnl
Deep learning for accurate B-line detection and localization in lung ultrasound imaging.
Frontiers Artif. Intell.
Nixson Okila, Andrew Katumba, Joyce Nakatumba-Nabende, Cosmas Mwikirize, Sudi Murindanyi, Jonathan Serugunda, Samuel Bugeza, Anthony Oriekot, Juliet Bossa, Eva Nabawanuka
2025 — conf
Lineage and Legacy: The Global Importance of Black Women in Computing Education Research.
CompEd (2)
Tamara Pearson, Jaye Nias, Joyce Nakatumba-Nabende, Gaokgakala Alogeng, Carla Strickland
2025 — conf
Navigating the Ethical and Societal Impacts of Generative AI in Higher Computing Education.
ITiCSE-WGR
Janice Mak, Joyce Nakatumba-Nabende, Tony Clear, Alison Clear, Ibrahim Albluwi, Oana Andrei, Lorenzo Angeli, Stephen MacNeil, Solomon Sunday Oyelere, Matthew Hale Rattigan, Judy Sheard, Tingting Zhu
2025 J jnl
Navigating the Ethical and Societal Impacts of Generative AI in Higher Computing Education.
CoRR
Janice Mak, Joyce Nakatumba-Nabende, Tony Clear, Alison Clear, Ibrahim Albluwi, Oana Andrei, Lorenzo Angeli, Stephen MacNeil, Solomon Sunday Oyelere, Matthew Hale Rattigan, Judy Sheard, Tingting Zhu
2025 C conf
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks.
ASRU
Luel Hagos Beyene, Vivek Verma, Min Ma, Jesujoba O. Alabi, Fabian David Schmidt, Joyce Nakatumba-Nabende, David Ifeoluwa Adelani
2025 J jnl
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks.
CoRR
Luel Hagos Beyene, Vivek Verma, Min Ma, Jesujoba O. Alabi, Fabian David Schmidt, Joyce Nakatumba-Nabende, David Ifeoluwa Adelani
2024 — conf
A Deep Learning Approach to Detect Severity of Mango Damage in the Early Fruiting Stage.
ICMLT
Yonasi Safari, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule, Simon allan Achuka
2024 J jnl
A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning.
IEEE Access
Yonasi Safari, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule
2024 J jnl
Building a Luganda Text-to-Speech Model From Crowdsourced Data.
CoRR
Sulaiman Kagumire, Andrew Katumba, Joyce Nakatumba-Nabende, John A. Quinn
2024 J jnl
Computer Science Education in Selected Countries from Sub-Saharan Africa.
Inroads
Engineer Bainomugisha, Karen L. Bradshaw, Martin Mabeifam Ujakpa, Joyce Nakatumba-Nabende, Lawrence Nderu, Neema Mduma, Patrick Kihoza, Annette Irungu
2024 J jnl
Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes.
CoRR
Daniel Ogenrwot, Joyce Nakatumba-Nabende, John Businge, Michel R. V. Chaudron
2024 J jnl
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification.
CoRR
Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya, Rose Nakibuule, Andrew Katumba
2024 J jnl
Machine Learning Analysis of Radio Data to Uncover Community Perceptions on the Ebola Outbreak in Uganda.
ACM J. Comput. Sustain. Soc.
Joyce Nakatumba-Nabende, Jonathan Mukiibi, Tobius Saul Bateesa, Sudi Murindanyi, Andrew Katumba, Chodrine Mutebi
2023 J jnl
Assessing the contribution of the Adhoc crop health surveillance tool on the food security and livelihoods of smallholder farmers in Uganda.
Electron. J. Inf. Syst. Dev. Ctries.
Florence Nameere Kivunike, Elly A. Gamukama, Joyce Nakatumba-Nabende, Daniel Mutembesa, Jeremy Francis Tusubira, Solomon Nsumba, Christopher Omongo, Gloria Namanya
2023 — conf
Examining Potential Harms of Large Language Models (LLMs) in Africa.
SAFER-TEA
Rehema Baguma, Hajarah Namuwaya, Joyce Nakatumba-Nabende, Qazi Mamunur Rashid
2023 — conf
Explainable Machine Learning Models for Swahili News Classification.
NLPIR
Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende
2022 A* conf
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition.
EMNLP
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, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
2022 J jnl
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition.
CoRR
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, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing K. Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson Kalipe, Derguene Mbaye, Amelia V. Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Aremu Anuoluwapo, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, Victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, Elvis Mboning, Tajuddeen Gwadabe, Tosin P. Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo L. Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Adeyemi, Gilles Hacheme, Idris Abdulmumin, Odunayo Ogundepo, Oreen Yousuf, Tatiana Moteu Ngoli, Dietrich Klakow
2022 B conf
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition.
LREC
Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Joshua Meyer
2022 J jnl
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition.
CoRR
Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer
2022 J jnl
What Makes Agile Software Development Agile?
IEEE Trans. Software Eng.
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, Sarah Beecham, Eray Tüzün, Gustavo López, Nicolás Paez, Diego Fontdevila, Sherlock A. Licorish, Steffen Küpper, Günther Ruhe, Eric Knauss, Özden Özcan-Top, Paul M. Clarke, Fergal McCaffery, Marcela Genero, Aurora Vizcaíno, Mario Piattini, Marcos Kalinowski, Tayana Conte, Rafael Prikladnicki, Stephan Krusche, Ahmet Coskunçay, Ezequiel Scott, Fabio Calefato, Svetlana Pimonova, Rolf-Helge Pfeiffer, Ulrik Pagh Schultz, Rogardt Heldal, Masud Fazal-Baqaie, Craig Anslow, Maleknaz Nayebi, Kurt Schneider, Stefan Sauer, Dietmar Winkler, Stefan Biffl, María Cecilia Bastarrica, Ita Richardson
2021 J jnl
Agile Islands in a Waterfall Environment: Requirements Engineering Challenges and Strategies in Automotive.
CoRR
Rashidah Kasauli, Eric Knauss, Joyce Nakatumba-Nabende, Benjamin Kanagwa
2021 J jnl
Catching up with Method and Process Practice: An Industry-Informed Baseline for Researchers.
CoRR
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, Gustavo López, Fergal McCaffery, Özden Özcan Top, Christian R. Prause, Rafael Prikladnicki, Eray Tüzün, Dietmar Pfahl, Kurt Schneider, Stephen G. MacDonell
2021 — conf
MasakhaNER: Named Entity Recognition for African Languages.
AfricaNLP
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, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba O. Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing K. Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei
2021 J jnl
MasakhaNER: Named Entity Recognition for African Languages.
Trans. Assoc. Comput. Linguistics
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, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba O. Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing K. Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei
2021 — conf
Misinformation detection in Luganda-English code-mixed social media text.
AfricaNLP
Peter Nabende, David Kabiito, Claire Babirye, Hewitt Tusiime, Joyce Nakatumba-Nabende
2021 J jnl
Walking Through the Method Zoo: Does Higher Education really meet Software Industry Demands?
CoRR
Marco Kuhrmann, Joyce Nakatumba-Nabende, Rolf-Helge Pfeiffer, Paolo Tell, Jil Klünder, Tayana Conte, Stephen G. MacDonell, Regina Hebig
2021 J jnl
What Makes Agile Software Development Agile?
CoRR
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, Sarah Beecham, Eray Tüzün, Gustavo López, Nicolás Paez, Diego Fontdevila, Sherlock A. Licorish, Steffen Küpper, Günther Ruhe, Eric Knauss, Özden Özcan-Top, Paul M. Clarke, Fergal McCaffery, Marcela Genero, Aurora Vizcaíno, Mario Piattini, Marcos Kalinowski, Tayana Conte, Rafael Prikladnicki, Stephan Krusche, Ahmet Coskunçay, Ezequiel Scott, Fabio Calefato, Svetlana Pimonova, Rolf-Helge Pfeiffer, Ulrik Pagh Schultz, Rogardt Heldal, Masud Fazal-Baqaie, Craig Anslow, Maleknaz Nayebi, Kurt Schneider, Stefan Sauer, Dietmar Winkler, Stefan Biffl, María Cecilia Bastarrica, Ita Richardson
2020 A conf
Agile Islands in a Waterfall Environment: Challenges and Strategies in Automotive.
EASE
Rashidah Kasauli, Eric Knauss, Joyce Nakatumba-Nabende, Benjamin Kanagwa
2020 — conf
Comparison of Occurrence of Design Smells in Desktop and Mobile Applications.
ACSE
Daniel Ogenrwot, Joyce Nakatumba-Nabende, Michel R. V. Chaudron
2020 J jnl
Scoring Root Necrosis in Cassava Using Semantic Segmentation.
CoRR
Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba, Joyce Nakatumba-Nabende, Ernest Mwebaze
2019 C conf
Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques.
ISDA
Lillian Muyama, Joyce Nakatumba-Nabende, Deborah Mudali
2019 — conf
Catching up with method and process practice: an industry-informed baseline for researchers.
ICSE (SEIP)
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, Gustavo López, Fergal McCaffery, Özden Özcan Top, Christian R. Prause, Rafael Prikladnicki, Eray Tüzün, Dietmar Pfahl, Kurt Schneider, Stephen G. MacDonell
2019 J jnl
Evaluation of accessibility standards on Ugandan e-government websites.
Electron. Gov. an Int. J.
Joyce Nakatumba-Nabende, Benjamin Kanagwa, Florence Nameere Kivunike, Micheal Tuape
2019 J jnl
Keyword Spotter Model for Crop Pest and Disease Monitoring from Community Radio Data.
CoRR
Benjamin Akera, Joyce Nakatumba-Nabende, Jonathan Mukiibi, Ali Hussein, Nathan Baleeta, Daniel Ssendiwala, Samiiha Nalwooga
2019 — conf
Walking through the method zoo: does higher education really meet software industry demands?
ICSE (SEET)
Marco Kuhrmann, Joyce Nakatumba-Nabende, Rolf-Helge Pfeiffer, Paolo Tell, Jil Klünder, Tayana Conte, Stephen G. MacDonell, Regina Hebig
2017 B conf
Hybrid Software and Systems Development in Practice: Perspectives from Sweden and Uganda.
PROFES
Joyce Nakatumba-Nabende, Benjamin Kanagwa, Regina Hebig, Rogardt Heldal, Eric Knauss
2017 — conf
Towards an Interoperability e-Government Framework for Uganda.
AFRICOMM
Benjamin Kanagwa, Joyce Nakatumba-Nabende, Raymond Mugwanya, Evelyn Kigozi Kahiigi, Silas Ngabirano