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Carine Pierrette Mukamakuza

Observed names: Carine Mukamakuza, Carine P. Mukamakuza, Carine Pierette Mukamakuza, Mukamakuza Carine Pierrette, Mukamakuza, Carine, Mukamakuza, Carine P., Mukamakuza, Carine Pierrette
ORCID: 0000-0003-0163-6660
Observed ORCID: 0000-0003-0163-6660
OpenAlex ID: A5015206048
Fairness and Diversity in Social-Based Recommender Systems
2020 · Dimitris Sacharidis, Carine Pierrette Mukamakuza, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 38
A lightweight few-shot learning model for crop pest and disease identification
2025 · Linsen Wei, Jingjun Tang, et al. · Artificial Intelligence Review · 17
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Mining User Behavior in Social Recommender Systems
2018 · Carine Mukamakuza, Dimitris Sacharidis, et al. · International Conference on Web Intelligence, Mining and Semantics · 8
Machine learning-based analysis of ECG and PCG signals for rheumatic heart disease detection: A scoping review (2015–2025)
2025 · Damilare Emmanuel Olatunji, Julius Dona Zannu, et al. · Computer Methods and Programs in Biomedicine Update · 7
A Comparative Analysis of Deep Learning Models for Malaria Plasmodium Classification
2024 · Carine Pierrette Mukamakuza, Alain Destin Nishimwe Karasira, et al. · IEEE International Conference on Electronics, Circuits and Systems (ICECS) · 4
ECG-Signals-based Heartbeat Classification: A Comparative Study of Artificial Neural Network and Support Vector Machine Classifiers
2024 · Chukwuemeka Malachi Ugwu, Carine Pierrette Mukamakuza, et al. · IEEE World Symposium on Applied Machine Intelligence and Informatics (SAMI) · 4
A Dependable Digital System Model for Malaria Monitoring
2022 · Carine Pierrette Mukamakuza, Emmanuel Tuyishimire, et al. · Preprints.org · 4
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The Role of Activity and Similarity in Rating and Social Behavior in Social Recommender Systems
2019 · Carine Pierrette Mukamakuza, Dimitris Sacharidis, et al. · International Journal of Artificial Intelligence Tools · 4
A Data Management Model for Malaria Control: A Case of Rwanda
2023 · Happiness Rose Mary, Carine Pierrette Mukamakuza, et al. · IEEE AFRICON · 3
IT-Aided Forecasting Model for Malaria Spread for the Developing World
2023 · Emmanuel Tuyishimire, Carine Pierrette Mukamakuza, et al. · Conference on Information Communications Technology and Society (ICTAS) · 3
A new time-dependent algorithm for post enrolment-based course timetabling problem
2016 · Hongteng Wu, Adi Lin, et al. · International Conference on Advanced Computational Intelligence (ICACI) · 3
Discrete Cosine Coefficients as Images features for Fire Detection based on Computer Vision
2014 · Jean Paul Dukuzumuremyi, Beiji Zou, et al. · Journal of Computers · 3
Intelligent Malaria Detection and Species Classification: A Case of Rwanda
2024 · Yamlak Bogale, Carine Pierette Mukamakuza, et al. · Lecture notes in networks and systems · 2
Analyzing the Impact of Social Connections on Rating Behavior in Social Recommender Systems
2017 · Carine Pierrette Mukamakuza · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 2
First African Digital Humanism Summer School 2025
2026 · Mukamakuza, Carine P., Lanzenberger, Monika, et al. · arXiv (Cornell University) · 1
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The Use of YOLOv5 as a Malaria Detection Model for the Developing World
2024 · Alain Destin Nishimwe Karasira, Carine Pierette Mukamakuza, et al. · Lecture notes in networks and systems · 1
Binary Segmentation of Malaria Parasites Using U-Net Segmentation Approach: A Case of Rwanda
2024 · Eugenia M. Akpo, Carine P. Mukamakuza, et al. · Lecture notes in networks and systems · 1
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SVM Model-Based Digital System for Malaria Screening and Parasite Monitoring
2023 · Ivanie Stella Umuhoza, Carine Mukamakuza · IEEE International Conference on Signal, Control and Communication (SCC) · 1
The Impact of Social Connections in Personalization
2019 · Carine Pierrette Mukamakuza, Dimitris Sacharidis, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 1
Dynamic reducts computation analysis based on rough sets
2014 · Carine Pierrette Mukamakuza, Jiayang Wang, et al. · International Conference on Natural Computation (ICNC) · 1
CoSWA-YOLOv12: Scale-Invariant Tiny Object Detection and Segmentation of Malaria Parasites
2026 · Issah, Ahmed Tahiru, Mukamakuza, Carine · arXiv (Cornell University)
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On-Device Multi-Species Malaria Detection with Uncertainty-Calibrated Slide-Level Aggregation
2026 · Seidu, Idaya, Issah, Ahmed Tahiru, et al. · arXiv (Cornell University)
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SGMCE: Segment-Grounded Morphological Concept Explanation for Malaria Parasite Species Identification in Thick Blood Smears
2026 · Issah, Ahmed Tahiru, Delahunt, Charles B., et al. · arXiv (Cornell University)
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Bridging the Trust Gap: Interpretable AI for Clinical Decision Support in Arrhythmia Diagnostics
2026 · Nchofon Tagha Ghogomu, Damilare Emmanuel Olatunji, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW)
Mask R-CNN for Automated Multi-Species Malaria Parasite Detection
2026 · Eugenia Mawuenya Akpo, N’guessan Yves-Roland Douha, et al. · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
Works count: 28
Citation count: 108
H-index: 4
I10-index: 2
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