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Author

Rito Clifford Maswanganyi

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#federated learning Review Open access Oct 2026

AI-Based Electricity Theft Detection System: A Comparative Performance Analysis of Machine Learning and Deep Learning Models

Electricity theft is a worldwide challenge that causes significant losses for utility companies, with annual revenue losses estimated at USD 89.3 billion globally. The widespread rollout of Advanced Metering Infrastructure (AMI) and smart meters has made it easier to access large amounts of high-frequency consumption d...

Mmeli Thokozani Dube, Rito Clifford Maswanganyi, Philani Khumalo · 0 citations
Open access Aug 2026

Subject-Specific BCI Frameworks for Motor Imagery Classification Based on BSS-Free and BSS-Equipped Pipelines

A localized architectural framework is introduced to evaluate whether a lightweight pipeline operating without BSS (No-BSS) is sufficiently efficient for real-time control when compared against two BSS-equipped pipelines utilizing Independent Component Analysis (ICA) and Empirical Mode Decomposition (EMD).

Nerita Ramsoonder, Rito Clifford Maswanganyi, Philani Khumalo · 0 citations

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