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ORCIDJoyce Nakatumba-Nabende
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- affiliation: Makerere University, Kampala, Uganda
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Journal Articles
- 2024
[j6]Yonasi Safari
, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule:
A Review on Automated Detection and Assessment of Fruit Damage Using Machine Learning. IEEE Access 12: 21358-21381 (2024)- [j5]Engineer Bainomugisha, Karen L. Bradshaw, Martin Mabeifam Ujakpa, Joyce Nakatumba-Nabende, Lawrence Nderu, Neema Mduma, Patrick Kihoza, Annette Irungu:
Computer Science Education in Selected Countries from Sub-Saharan Africa. Inroads 15(1): 64-82 (2024) - 2023
- [j4]Florence Nameere Kivunike, Elly A. Gamukama, Joyce Nakatumba-Nabende, Daniel Mutembesa, Jeremy Francis Tusubira, Solomon Nsumba, Christopher Omongo, Gloria Namanya:
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. 89(3) (2023) - 2022
- [j3]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:
What Makes Agile Software Development Agile? IEEE Trans. Software Eng. 48(9): 3523-3539 (2022) - 2021
- [j2]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:
MasakhaNER: Named Entity Recognition for African Languages. Trans. Assoc. Comput. Linguistics 9: 1116-1131 (2021) - 2019
- [j1]Joyce Nakatumba-Nabende, Benjamin Kanagwa, Florence Nameere Kivunike, Micheal Tuape:
Evaluation of accessibility standards on Ugandan e-government websites. Electron. Gov. an Int. J. 15(4): 355-371 (2019)
Conference and Workshop Papers
- 2024
- [c17]Yonasi Safari, Joyce Nakatumba-Nabende, Rose Nakasi, Rose Nakibuule, Simon allan Achuka:
A Deep Learning Approach to Detect Severity of Mango Damage in the Early Fruiting Stage. ICMLT 2024: 163-169 - 2023
- [c16]Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende:
Explainable Machine Learning Models for Swahili News Classification. NLPIR 2023: 12-18 - [c15]Rehema Baguma, Hajarah Namuwaya, Joyce Nakatumba-Nabende, Qazi Mamunur Rashid:
Examining Potential Harms of Large Language Models (LLMs) in Africa. SAFER-TEA 2023: 3-19 - 2022
- [c14]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:
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. EMNLP 2022: 4488-4508 - [c13]Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Joshua Meyer:
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. LREC 2022: 1945-1954 - 2021
- [c12]Rose Nakasi, Ezra Rwakazooba Aliija, Joyce Nakatumba:
A Poster on Intestinal Parasite Detection in Stool Sample Using AlexNet and GoogleNet Architectures. COMPASS 2021: 389-395 - 2020
- [c11]Jeremy Francis Tusubira, Solomon Nsumba, Flavia Ninsiima, Benjamin Akera, Guy Acellam, Joyce Nakatumba, Ernest Mwebaze, John A. Quinn, Tonny J. Oyana:
Improving In-field Cassava Whitefly Pest Surveillance with Machine Learning. CVPR Workshops 2020: 303-309 - [c10]Rashidah Kasauli, Eric Knauss, Joyce Nakatumba-Nabende, Benjamin Kanagwa:
Agile Islands in a Waterfall Environment: Challenges and Strategies in Automotive. EASE 2020: 31-40 - [c9]Daniel Ogenrwot, Joyce Nakatumba-Nabende, Michel R. V. Chaudron:
Comparison of Occurrence of Design Smells in Desktop and Mobile Applications. ACSE 2020 - 2019
- [c8]Marco Kuhrmann, Joyce Nakatumba-Nabende, Rolf-Helge Pfeiffer, Paolo Tell, Jil Klünder, Tayana Conte, Stephen G. MacDonell, Regina Hebig:
Walking through the method zoo: does higher education really meet software industry demands? ICSE (SEET) 2019: 1-11 - [c7]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:
Catching up with method and process practice: an industry-informed baseline for researchers. ICSE (SEIP) 2019: 255-264 - [c6]Lillian Muyama, Joyce Nakatumba-Nabende, Deborah Mudali:
Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques. ISDA 2019: 59-68 - 2017
- [c5]Benjamin Kanagwa, Joyce Nakatumba-Nabende, Raymond Mugwanya, Evelyn Kigozi Kahiigi, Silas Ngabirano:
Towards an Interoperability e-Government Framework for Uganda. AFRICOMM 2017: 16-28 - [c4]Joyce Nakatumba-Nabende, Benjamin Kanagwa, Regina Hebig, Rogardt Heldal, Eric Knauss:
Hybrid Software and Systems Development in Practice: Perspectives from Sweden and Uganda. PROFES 2017: 413-419 - 2012
- [c3]Joyce Nakatumba, Michael Westergaard, Wil M. P. van der Aalst:
An Infrastructure for Cost-Effective Testing of Operational Support Algorithms Based on Colored Petri Nets. Petri Nets 2012: 308-327 - [c2]Joyce Nakatumba, Michael Westergaard, Wil M. P. van der Aalst:
Generating Event Logs with Workload-Dependent Speeds from Simulation Models. CAiSE Workshops 2012: 383-397 - 2009
- [c1]Joyce Nakatumba, Wil M. P. van der Aalst:
Analyzing Resource Behavior Using Process Mining. Business Process Management Workshops 2009: 69-80
Data and Artifacts
- 2024
- [d1]Daniel Ogenrwot, Joyce Nakatumba-Nabende, John Businge, Michel Chaudron:
Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes. Zenodo, 2024
Informal and Other Publications
- 2024
- [i13]Sulaiman Kagumire, Andrew Katumba, Joyce Nakatumba-Nabende, John A. Quinn:
Building a Luganda Text-to-Speech Model From Crowdsourced Data. CoRR abs/2405.10211 (2024) - [i12]Daniel Ogenrwot, Joyce Nakatumba-Nabende, John Businge, Michel R. V. Chaudron:
Empirical Investigation of the Relationship Between Design Smells and Role Stereotypes. CoRR abs/2406.19254 (2024) - [i11]Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya, Rose Nakibuule, Andrew Katumba:
Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification. CoRR abs/2408.12426 (2024) - 2022
- [i10]Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer:
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. CoRR abs/2206.09790 (2022) - [i9]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:
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition. CoRR abs/2210.12391 (2022) - 2021
- [i8]Marco Kuhrmann, Joyce Nakatumba-Nabende, Rolf-Helge Pfeiffer, Paolo Tell, Jil Klünder, Tayana Conte, Stephen G. MacDonell, Regina Hebig:
Walking Through the Method Zoo: Does Higher Education really meet Software Industry Demands? CoRR abs/2101.08432 (2021) - [i7]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:
Catching up with Method and Process Practice: An Industry-Informed Baseline for Researchers. CoRR abs/2101.12383 (2021) - [i6]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:
MasakhaNER: Named Entity Recognition for African Languages. AfricaNLP 2021 - [i5]Peter Nabende, David Kabiito, Claire Babirye, Hewitt Tusiime, Joyce Nakatumba-Nabende:
Misinformation detection in Luganda-English code-mixed social media text. AfricaNLP 2021 - [i4]Rashidah Kasauli, Eric Knauss, Joyce Nakatumba-Nabende, Benjamin Kanagwa:
Agile Islands in a Waterfall Environment: Requirements Engineering Challenges and Strategies in Automotive. CoRR abs/2106.11187 (2021) - [i3]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:
What Makes Agile Software Development Agile? CoRR abs/2109.11435 (2021) - 2020
- [i2]Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba, Joyce Nakatumba-Nabende, Ernest Mwebaze:
Scoring Root Necrosis in Cassava Using Semantic Segmentation. CoRR abs/2005.03367 (2020) - 2019
- [i1]Benjamin Akera, Joyce Nakatumba-Nabende, Jonathan Mukiibi, Ali Hussein, Nathan Baleeta, Daniel Ssendiwala, Samiiha Nalwooga:
Keyword Spotter Model for Crop Pest and Disease Monitoring from Community Radio Data. CoRR abs/1910.02292 (2019)
Coauthor Index
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