Author

Nikola Jovišić

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Open access Sep 2026

Machine Learning for Effluent Forecasting at a Full-Scale Municipal Wastewater Treatment Plant: Seasonal Performance Deterioration and the Decisive Role of Prediction Horizon

Machine learning is widely proposed as a basis for smart wastewater treatment plant (WWTP) management, yet reported performance is rarely benchmarked against trivial alternatives. This study uses six years of monitoring from a municipal WWTP in Serbia serving 18,000 population equivalents, comprising 1017 fully measure...

Ana Vukmirović, Nikola Jovišić, Slobodan Ilić et al. · Clean Technology · 0 citations

Open access Sep 2026

Flow Matching for Generating Weakly Labeled Bags of Foundation-Model Mammography Representations

Annotated medical imaging data remain scarce, and labels are often weak and noisy: in mammography, an examination comprises several high-resolution views, yet the diagnostic outcome is recorded only at the breast level. Such problems are naturally cast as Multiple Instance Learning (MIL), where the model must infer ins...

Nikola Jovišić, Milica Škipina, Vanja G. Švenda et al. · Applied Informatics · 0 citations