Joyce Nakatumba-Nabende

According to our database, Joyce Nakatumba-Nabende authored at least 26 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, March, 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

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., May, 2023

Examining Potential Harms of Large Language Models (LLMs) in Africa.

Rehema Baguma, Hajarah Namuwaya, Joyce Nakatumba-Nabende, Qazi Mamunur Rashid

Proceedings of the Safe, Secure, Ethical, Responsible Technologies and Emerging Applications, 2023

Explainable Machine Learning Models for Swahili News Classification.

Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende

Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval, 2023

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, 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

IEEE Trans. Software Eng., 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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

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, 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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

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, 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

Trans. Assoc. Comput. Linguistics, 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

Misinformation detection in Luganda-English code-mixed social media text.

Peter Nabende, David Kabiito, Claire Babirye, Hewitt Tusiime, Joyce Nakatumba-Nabende

Proceedings of the 2nd AfricaNLP Workshop Proceedings, AfricaNLP@EACL 2021, Virtual Event, 2021

A Poster on Intestinal Parasite Detection in Stool Sample Using AlexNet and GoogleNet Architectures.

Rose Nakasi, Ezra Rwakazooba Aliija, Joyce Nakatumba

Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021

2020

Scoring Root Necrosis in Cassava Using Semantic Segmentation.

Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba, Joyce Nakatumba-Nabende, Ernest Mwebaze

CoRR, 2020

Comparison of Occurrence of Design Smells in Desktop and Mobile Applications.

Daniel Ogenrwot, Joyce Nakatumba-Nabende, Michel R. V. Chaudron

Proceedings of the 2020 African Conference on Software Engineering (ACSE 2020), 2020

Agile Islands in a Waterfall Environment: Challenges and Strategies in Automotive.

Rashidah Kasauli, Eric Knauss, Joyce Nakatumba-Nabende, Benjamin Kanagwa

Proceedings of the EASE '20: Evaluation and Assessment in Software Engineering, 2020

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Evaluation of accessibility standards on Ugandan e-government websites.

Joyce Nakatumba-Nabende, Benjamin Kanagwa, Florence Nameere Kivunike, Michael Tuape

Electron. Gov. an Int. J., 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

Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques.

Lillian Muyama, Joyce Nakatumba-Nabende, Deborah Mudali

Proceedings of the Intelligent Systems Design and Applications, 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

Proceedings of the 41st International Conference on Software Engineering: Software Engineering Education and Training, 2019

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, Gustavo López, Fergal McCaffery, Özden Özcan Top, Christian R. Prause, Rafael Prikladnicki, Eray Tüzün, Dietmar Pfahl, Kurt Schneider, Stephen G. MacDonell

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

2017

Hybrid Software and Systems Development in Practice: Perspectives from Sweden and Uganda.

Joyce Nakatumba-Nabende, Benjamin Kanagwa, Regina Hebig, Rogardt Heldal, Eric Knauss

Proceedings of the Product-Focused Software Process Improvement, 2017

Towards an Interoperability e-Government Framework for Uganda.

Benjamin Kanagwa, Joyce Nakatumba-Nabende, Raymond Mugwanya, Evelyn Kigozi Kahiigi, Silas Ngabirano

Proceedings of the e-Infrastructure and e-Services for Developing Countries, 2017

2012

Generating Event Logs with Workload-Dependent Speeds from Simulation Models.

Joyce Nakatumba, Michael Westergaard, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering Workshops, 2012

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

Proceedings of the Application and Theory of Petri Nets - 33rd International Conference, 2012

2009

Analyzing Resource Behavior Using Process Mining.

Joyce Nakatumba, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2009