Alexandre Niyomugaba

According to our database, Alexandre Niyomugaba authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

MAP-Seg: Semi-parametric Prototype Learning for Few-Shot Lodging Detection in Aerial Imagery.

Baris Fahri Kahriman, Pi-Wei Chen, Jerry Chun-Wei Lin, Rafal Cupek, Chao-Chun Chen, Alexandre Niyomugaba, Dariusz Mrozek

Proceedings of the Recent Challenges in Intelligent information and Database Systems: 18th Asian Conference, 2026

2025

Edge-Optimized Hybrid DNNs for Efficient High-Dimensional Visual Anomaly Detection in Industrial Federated Learning Environments.

Alexandre Niyomugaba, Dariusz Mrozek

Proceedings of the Twenty-sixth International Symposium on Theory, 2025

GPU-Enabled Edge-based Federated Continual Learning with Resource Adaptation for Efficient Non-Stationary Visual Anomaly Detection.

Alexandre Niyomugaba, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2025

KG-SEA: A Self-Evolving Framework for Iterative Knowledge Graph Construction in Graph-RAG Systems.

Pi-Wei Chen, Myroslav Mishchuk, Alexandre Niyomugaba, Jerry Chun-Wei Lin, Rafal Cupek

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories.

Bozena Malysiak-Mrozek, Dominik Romanów, Piotr Grzesik, Pawel Benecki, Alexandre Niyomugaba, Theodore Habimana, Daniel Kostrzewa, Krzysztof Tokarz, Che-Lun Hung, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2024