Sisipho Hamlomo

According to our database, Sisipho Hamlomo authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Hierarchical Spatio-Channel Clustering for Efficient Model Compression in Medical Image Analysis.

Sisipho Hamlomo, Marcellin Atemkeng, Habte Tadesse Likassa, Blaise Ravelo, Thierry Bouwmans, Sébastien Lalléchère, Antoine Vacavant, Ding-Geng Chen

CoRR, April, 2026

Clustering-based low-rank matrix approximation for multimodal medical image compression.

Sisipho Hamlomo, Marcellin Atemkeng

BioData Min., 2026

2025

A systematic review of low-rank and local low-rank matrix approximation in big data medical imaging.

Sisipho Hamlomo, Marcellin Atemkeng, Yusuf Brima, Chuneeta Nunhokee, Jeremy Baxter

Neural Comput. Appl., June, 2025

Clustering-based Low-Rank Matrix Approximation: An Adaptive Theoretical Analysis with Application to Data Compression.

Sisipho Hamlomo, Marcellin Atemkeng

CoRR, May, 2025

Processed MRI Image and Mask Used in "Clustering-based Low-Rank Matrix Approximation: An Adapt" (Subset from BraTS 2020 Dataset).

Sisipho Hamlomo

Dataset, May, 2025

2024

Ensemble learning and deep learning-based defect detection in power generation plants.

Marcellin Atemkeng, Victor Osanyindoro, Rockefeller Rockefeller, Sisipho Hamlomo, Jecinta Mulongo, Theophilus Ansah-Narh, Franklin Tchakounté, Arnaud Nguembang Fadja

J. Intell. Syst., February, 2024

Ethics of Software Programming with Generative AI: Is Programming without Generative AI always radical?

Marcellin Atemkeng, Sisipho Hamlomo, Brian Welman, Nicole Oyentunji, Pouya Ataei, Jean Louis Ebongue Kedieng Fendji

CoRR, 2024

Advancing Low-Rank and Local Low-Rank Matrix Approximation in Medical Imaging: A Systematic Literature Review and Future Directions.

Sisipho Hamlomo, Marcellin Atemkeng, Yusuf Brima, Chuneeta Nunhokee, Jeremy Baxter

CoRR, 2024

2023

Label Assisted Autoencoder for Anomaly Detection in Power Generation Plants.

Marcellin Atemkeng, Victor Osanyindoro, Rockefeller Rockefeller, Sisipho Hamlomo, Jecinta Mulongo, Theophilus Ansah-Narh, Franklin Tchakounté, Arnaud Nguembang Fadja

CoRR, 2023

Wine Feature Importance and Quality Prediction: A Comparative Study of Machine Learning Algorithms with Unbalanced Data.

Siphendulwe Zaza, Marcellin Atemkeng, Sisipho Hamlomo

Proceedings of the Safe, Secure, Ethical, Responsible Technologies and Emerging Applications, 2023