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Nakayiza Hellen

Observed names: Hellen, Nakayiza, Nakayiza H. Raudha, Nakayiza Hellen Raudha
Institution: Muni University
ORCID: 0000-0003-0385-1065
Observed ORCID: 0000-0003-0385-1065
OpenAlex ID: A5014954706
Prompt Engineering in Large Language Models
2024 · Ggaliwango Marvin, Nakayiza Hellen, et al. · Algorithms for intelligent systems · 507
Explainable AI for Safe Water Evaluation for Public Health in Urban Settings
2022 · Nakayiza Hellen, Ggaliwango Marvin · International Conference on Innovations in Science, Engineering and Technology (ICISET) · 18
Explainable Machine Learning and Graph Neural Network Approaches for Predicting Employee Attrition
2024 · Christopher Makanga, Dennis Mukwaba, et al. · International Conference on Contemporary Computing · 15
Explainable AI and Ensemble Learning for Water Quality Prediction
2023 · Nakayiza Hellen, Hasibul Hasan Sabuj, et al. · Studies in autonomic, data-driven and industrial computing · 10
Responsible Artificial Intelligence for Preterm Birth Prediction in Vulnerable Populations
2022 · Ggaliwango Marvin, Joyce Nakatumba-Nabende, et al. · IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE) · 7
Trustworthy Medical Sentiment Detection for Maternal and Neonatal Healthcare
2023 · Ggaliwango Marvin, Nakayiza Hellen, et al. · International Conference on Trends in Electronics and Informatics (ICOEI) · 6
Explainable Sentiment Analysis for Textile Personalized Marketing
2023 · Mukwaya Kasimu, Nakayiza Hellen, et al. · Lecture notes in electrical engineering · 6
Interpretable Machine Learning Techniques for Predictive Cattle Behavior Monitoring
2024 · Tumwesige Ibrahim, Kawooya Barry Isaac, et al. · International Conference on Sustainable Computing and Smart Systems (ICSCSS) · 5
Interpretable Feature Learning Framework for Smoking Behavior Detection
2021 · Hellen, Nakayiza, Marvin, Ggaliwango · arXiv (Cornell University) · 5
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Trustworthy Deep Learning Techniques for Credit Risk Assessment
2024 · Mutambuze Paul, Margaret Nagwovuma, et al. · International Conference on Electronics and Sustainable Communication Systems (ICESC) · 3
Digital Security on Smart Grids: A Technical Review
2024 · Ggaliwango Marvin, Nakayiza Hellen, et al. · Lecture notes in electrical engineering · 3
Strategic Utilization of ChatGPT in Teaching and Learning
2024 · Nakayiza Hellen, Ggaliwango Marvin, et al. · Lecture notes in networks and systems · 3
Research Paradigms for Health Equity in Intelligent Mobile Healthcare Technologies: A Critical Review
2023 · Ggaliwango Marvin, Nakayiza Hellen, et al. · Lecture notes in networks and systems · 3
Retrieval-Augmented LLMs for Culturally Sensitive Learning Content in Refugee Education
2025 · Tibakanya Joseph, Nakayiza Hellen, et al. · Lecture notes in networks and systems · 2
Trustworthy Intelligent Poultry Disease Diagnostics Using Class Activation Maps For Deep Learning Visual Explanations
2025 · Bukenya Abdusalaam, Bogera Henry, et al. · Lecture notes in networks and systems · 2
Explainable Machine Learning Techniques for Predictive Car Engine Health Monitoring
2024 · Kyomugaso Jovin, Bwayo Chrispus Ben, et al. · International Conference on Sustainable Computing and Smart Systems (ICSCSS) · 2
Learning Analytics for Cloud-based Education Planning
2023 · Nakayiza Hellen, Ggaliwango Marvin · International Conference on Trends in Electronics and Informatics (ICOEI) · 1
A Semantic-Aware Multimodal Data Warehouse for Crowdsourcing and Contextualizing AI-Generated Educational Content in Fragile Contexts
2026 · Sukwe Benjamin, Namata Haula Muanaisha, et al. · IEEE Access
KBViT: Efficient Hybrid Vision Transformer via Stochastic Depthwise Attention and Kernel Fusion
2025 · Vincent Aduvuku, Nakayiza H. Raudha, et al. · IEEE AFRICON
Towards Responsible Software Systems by Leveraging Noise for Context-Aware Interpretable Gesture Recognition
2025 · Melissa Manuela Ukech, Karen Kifuko, et al. · Lecture notes in networks and systems
Explainable Machine Vision Techniques for Geo-spatial Land Use Classification
2025 · Owiny-Dollo Marvin, Natukunda Phionah, et al. · Lecture notes in networks and systems
Explainable Semantic Graph Convolutional Networks for Facial Micro-expression Detection
2025 · Lusiba Mark Collins, Matsiko Ian Sezi, et al. · Lecture notes in networks and systems
Explainable Vision Transformers for Real-Time Micro-expression Detection
2025 · Kibuuka Micheal Edwin, Calvin Kirabo, et al. · Lecture notes in networks and systems
Transparent Machine Vision Techniques For Facial Emotion Detection
2024 · Isaac Onanyang, Harun Arnold Katamba, et al. · International Conference on Electronics and Sustainable Communication Systems (ICESC)
Microe- A Comprehensive Dataset of Facial Micro Expressions for Building Responsible Software Systems with Emotion Recognition
2024 · Patricia Kirabo Nakalembe, Calvin Kirabo, et al. · International Conference on Electronics and Sustainable Communication Systems (ICESC)
Works count: 30
Citation count: 599
H-index: 6
I10-index: 4
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