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Peter Nabende · SciRah

Researcher profile · Semantic Scholar

Peter Nabende

Department of Information Systems, Makerere University

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Peter Nabende — researcher profile on SciRah

ORCID iD 0000-0003-2141-7940Homepage

h-index: 11
Works: 51
Citations: 527

Most-cited papers

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer +41 more
2022North American Chapter of the Association for Computational Linguistics160 citations Open access
Semantic Scholar
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition
David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani +41 more
2022Conference on Empirical Methods in Natural Language Processing79 citations Open access
Semantic Scholar
Applying dynamic Bayesian networks in transliteration detection and generation
Peter Nabende
201161 citations
Semantic Scholar
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages
Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba Oluwadara Alabi +40 more
2023Annual Meeting of the Association for Computational Linguistics31 citations Open access
Semantic Scholar
Proceedings of the seventh conference on International Language Resources and Evaluation
Peter Nabende
201023 citations
Semantic Scholar
Translating Transliterations
J. Tiedemann, Peter Nabende
200921 citations
Semantic Scholar
Ontology boosted deep learning for disease name extraction from Twitter messages
M. Magumba, Peter Nabende, Ernest Mwebaze
2018Journal of Big Data17 citations Open access
Semantic Scholar
An Expert System for Diagnosing Heavy-Duty Diesel Engine faults
Peter Nabende, T. Wanyama
2008International Symposium on Symbolic Computation in Software Science16 citations
Semantic Scholar
Transliteration System Using Pair HMM with Weighted FSTs
Peter Nabende
2009NEWS@IJCNLP15 citations Open access
Semantic Scholar
A Systematic Literature Review on Bias Evaluation and Mitigation in Automatic Speech Recognition Models for Low-Resource African Languages
J. Nakatumba-Nabende, Sulaiman Kagumire, Caroline Kantono, Peter Nabende
2025ACM Computing Surveys13 citations Open access
Semantic Scholar
Pair Hidden Markov Model for Named Entity Matching
Peter Nabende, J. Tiedemann, J. Nerbonne
2008International Symposium on Symbolic Computation in Software Science12 citations Open access
Semantic Scholar
Spatio-temporal trends and distribution patterns of typhoid disease in Uganda from 2012 to 2017.
Kamukama Ismail, Gilbert Maiga, Denis Ssebuggwawo, Peter Nabende +1 more
2021Geospatial Health10 citations Open access
Semantic Scholar
An Ontology for Generalized Disease Incidence Detection on Twitter
M. Magumba, Peter Nabende
2017Hybrid Artificial Intelligence Systems8 citations
Semantic Scholar
On the goodness of fit of parametric and non-parametric data mining techniques: the case of malaria incidence thresholds in Uganda
F. Bbosa, J. Nabukenya, Peter Nabende, R. Wesonga
2021Health technology7 citations
Semantic Scholar
Mining Transliterations from Wikipedia Using Pair HMMs
Peter Nabende
2010NEWS@ACL7 citations
Semantic Scholar
A retrospective cohort study on predicting infants at a risk of defaulting routine immunization in Uganda using machine learning models
Bartha Alexandra Nantongo, Josephine Nabukenya, Peter Nabende, John Kamulegeya
2024JAMIA Open6 citations Open access
Semantic Scholar
Ontology driven machine learning approach for disease name extraction from Twitter messages
M. Magumba, Peter Nabende, Ernest Mwebaze
2017International Conference on Computer and Information Application5 citations
Semantic Scholar
Relationship between Information Systems Development Paradigms and Methods
Peter Nabende, Benjamin Ahimbisibwe, J. Lubega
20095 citations
Semantic Scholar
Benchmarking Automatic Speech Recognition Models for African Languages
Alvin Nahabwe, Sulaiman Kagumire, D. Musinguzi, Bruno Beijuka +4 more
2025arXiv.org4 citations
Semantic Scholar
Towards Data-Driven Machine Translation for Lumasaaba
Peter Nabende
2018Advances in Intelligent Systems and Computing4 citations
Semantic Scholar
Proceedings of the 2009 Named Entities Workshop, ACL-IJCNLP 2009
Peter Nabende
20094 citations
Semantic Scholar
Evaluation of different machine learning approaches and input text representations for multilingual classification of tweets for disease surveillance in the social web
M. Magumba, Peter Nabende
2021Journal of Big Data3 citations Open access
Semantic Scholar
Applying a Dynamic Bayesian Network Framework to Transliteration Identification
Peter Nabende
2010International Conference on Language Resources and Evaluation3 citations Open access
Semantic Scholar
A Modified Decision Tree and its Application to Assess Variable Importance
Francis Fuller Bbosa, R. Wesonga, Peter Nabende, J. Nabukenya
2021International Conference on Data Science and Information Technology2 citations
Semantic Scholar
Misinformation detection in Luganda-English code-mixed social media text
Peter Nabende, David Kabiito, Claire Babirye, Hewitt Tusiime +1 more
2021arXiv.org2 citations
Semantic Scholar
Integration of DHIS2 and Climatic Data for Disease Prediction: A Case of Malaria occurrence in Gulu District, Uganda
Justine Fay Katwesige, Peter Nabende, S. Kasasa, Ronald Ssenyonga +2 more
20202020 IST-Africa Conference (IST-Africa)2 citations
Semantic Scholar
Design Choices for Automated Disease Surveillance in the Social Web
M. Magumba, Peter Nabende, Ernest Mwebaze
2018Online Journal of Public Health Informatics2 citations Open access
Semantic Scholar
Evaluation of Dynamic Bayesian Network models for Entity Name Transliteration
Peter Nabende
20092 citations
Semantic Scholar
The Institutionalisation of Information Security Management Practices in selected Organisations in Uganda
Benjamin Ahimbisibwe, Peter Nabende
2023International Journal of Advanced Research1 citations Open access
Semantic Scholar
A Review and evaluation of Machine Translation methods for Lumasaaba
Peter Nabende
20201 citations
Semantic Scholar
Adopting a Service-dominant Logic to Prediction of pregnancy Complications: an Exploratory Study of Maternal Healthcare in Uganda
Hawa Nyende, Urban Ask, Peter Nabende
2017European Conference on Information Systems1 citations
Semantic Scholar
Ontology Driven Disease Incidence Detection on Twitter
M. Magumba, Peter Nabende
2016arXiv.org1 citations
Semantic Scholar
An Evaluation of N-Gram Correspondence Models for Transliteration Detection
Peter Nabende
20151 citations
Semantic Scholar
Comparison of applying Pair HMMs and DBN models in Transliteration Identification
Peter Nabende
20101 citations
Semantic Scholar
Proceedings of the 18th Annual Belgian-Dutch Conference on Machine Learning
Peter Nabende
20091 citations
Semantic Scholar
Dynamic Bayesian Networks for Transliteration Discovery and Generation
Peter Nabende
20091 citations
Semantic Scholar
Using Principal Component Analysis to Determine Elements of Information Security Management Practices
Benjamin Ahimbisibwe, Peter Jehopio, Peter Nabende, Moses Golooba
2026East African Journal of Information Technology0 citations Open access
Semantic Scholar
Predicting Measles Vaccination Defaulting in Uganda and Kenya: Comparative Evaluation of Custom Soft Voting and TabNet Stacked Ensemble Architectures
Bartha Alexandra Nantongo, J. Nabukenya, Peter Nabende
2026JMIR AI0 citations Open access
Semantic Scholar
Low-cost head-mounted camera system for medication-error detection
Solomon Nsumba, Joan Kaitesi, Dianah Namutosi, Pius Kavuma Mugagga +2 more
2026HardwareX0 citations Open access
Semantic Scholar
Perceptions and attitudes of healthcare workers towards the use of digital facial recognition application in a health setting in Uganda: An exploratory pilot study
P. Kaggwa, J. Sekandi, Mcdonald Kerone Adenike, Peter Nabende +4 more
2025PLoS ONE0 citations Open access
Semantic Scholar
Contextualizing Syntactic Interoperability Data Standards for Health Information Exchange in Uganda's Public Healthcare System
Moses Bagyendera, Peter Nabende, Brian Godman, Josephine Nabukenya
2024International Conference on Information and Communication Technologies for Ageing Well and e-Health0 citations Open access
Semantic Scholar
A conceptual framework for assessing information security management practices in selected universities in Uganda
Benjamin Ahimbisibwe, Peter Nabende
2022Journal of Digital Science0 citations Open access
Semantic Scholar
Using Data Analytics to Strengthen Monitoring and Surveillance of Routine Immunization Coverage for Children under One Year in Uganda
Bartha Alexandra Nantongo, J. Nabukenya, Peter Nabende
2021International Conference on Health Informatics0 citations
Semantic Scholar
Beyond Raw Performance: Neural Machine Translation Based Multi-lingual Classification of Tweets for Automated Disease Surveillance
M. Magumba, Peter Nabende
20210 citations Open access
Semantic Scholar
An Evaluation of Bayesian Network Models for Predicting Credit Risk on Ugandan Credit Contracts
Peter Nabende, Samuel Senfuma, J. Nakatumba-Nabende
2021Transactions on Computational Science and Computational Intelligence0 citations
Semantic Scholar
Message Classification for Generalized Disease Incidence Detection with Topologically Derived Concept Embeddings
M. Magumba, Peter Nabende, Ernest Mwebaze
20180 citations
Semantic Scholar
Applying Dynamic Bayesian Networks in Transliteration Identification
Peter Nabende
20100 citations
Semantic Scholar
Proceedings of the 20th Meeting of Computational Linguistics in the Netherlands
Peter Nabende
20100 citations
Semantic Scholar
Proceedings of the 2010 Named Entities Workshop
Peter Nabende
20100 citations
Semantic Scholar
1 Towards Web-based Productivity Analysis and Reporting
Michael Mwebaza, Emmanuel Mnzava, J. Nakatumba, Peter Nabende
20100 citations
Semantic Scholar

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