4 citations · 13 across the 6 of their papers we have counts for
3 papers · 1 filter
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks
Jože M. Rožanec, Dimitrios Papamartzivanos, Entso Veliou +4
We propose using a two-layered deployment of machine learning models to prevent adversarial attacks. The first layer determines whether the data was tampered, while the second laye…
Active Learning for Automated Visual Inspection of Manufactured Products
Elena Trajkova, Jože M. Rožanec, Paulien Dam +2
Quality control is a key activity performed by manufacturing enterprises to ensure products meet quality standards and avoid potential damage to the brand's reputation. The decreas…
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
Jože M. Rožanec, Dunja Mladenić
Demand forecasting is a crucial component of demand management. While shortening the forecasting horizon allows for more recent data and less uncertainty, this frequently means low…