1 code implementation • 7 Mar 2022 • Anna V. Kononova, Diederick Vermetten, Fabio Caraffini, Madalina-A. Mitran, Daniela Zaharie
Here, we demonstrate that, at least in algorithms based on Differential Evolution, this choice induces notably different behaviours - in terms of performance, disruptiveness and population diversity.
no code implementations • 10 Jul 2020 • Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja
Our approach not only improves the classification performance of the state-of-the-art multilingual BERT model but the computed reliability scores also significantly reduce the workload in an inspection of ofending cases and reannotation campaigns.
no code implementations • 13 May 2020 • Kristian Miok, Dong Nguyen-Doan, Marko Robnik-Šikonja, Daniela Zaharie
Due to complex experimental settings, missing values are common in biomedical data.
no code implementations • 16 Sep 2019 • Kristian Miok, Dong Nguyen-Doan, Blaž Škrlj, Daniela Zaharie, Marko Robnik-Šikonja
As a result of social network popularity, in recent years, hate speech phenomenon has significantly increased.
1 code implementation • 12 Sep 2019 • Kristian Miok, Dong Nguyen-Doan, Daniela Zaharie, Marko Robnik-Šikonja
In many such cases, generators of synthetic data with the same statistical and predictive properties as the actual data allow efficient simulations and development of tools and applications.