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Št. zadetkov: 3
Less is more
Sintija Stevanoska, Christian Leonardo Camacho Villalón, Sašo Džeroski, Katharina Dost
Izvirni znanstveni članek
Oznake: samo-nadzorovano učenje;tabelarični podatki;izbira neoznačenih podatkov;aktivna izbira podatkov;self-supervised learning;tabular data;unlabeled data selection;active data selection;
Self-supervised learning (SSL) addresses label scarcity by leveraging large amounts of unlabeled data to learn transferable representations. However, pretraining on very large unlabeled datasets can be computationally expensive and may include noisy or unrepresentative samples that degrade learning. ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Optimizing foamed glass production with machine learning
Uroš Hribar, Sintija Stevanoska, Christian Leonardo Camacho Villalón, Matjaž Spreitzer, Jakob Koenig, Sašo Džeroski
Izvirni znanstveni članek
Oznake: process optimization;machine learning;foamed glass;
Foamed glass is a lightweight material commonly used for insulation. However, optimizing its properties remains a challenge due to the large number of synthesis parameters involved in its production. While previous studies have investigated synthesis conditions, a comprehensive study applying machin ...
Leto: 2025 Vir: Institut Jožef Stefan (IJS)
ǂThe ǂimpact of COVID-19 on multidrug-resistant bacteria at a Slovenian tertiary medical center
Tatjana Mrvič, Sintija Stevanoska, Bojana Beović, Mateja Logar, Sergeja Gregorčič, Benica Žnidaršič, Katja Seme, Ivana Velimirović, Nataša Švent-Kučina, Polona Maver Vodičar, Veronika Križan-Hergouth, Sašo Džeroski, Mateja Pirš
Izvirni znanstveni članek
Oznake: proti antibiotikom odporne bakterije;odpornost proti antibiotikom;nadzor nad okužbami;preprečevanje okužb;multidrug-resistant bacteria;antibacterial resistance;infection control;infection prevention;
The COVID-19 pandemic has strained healthcare systems globally. Shortages of hospital beds, reassignment of healthcare workers to COVID-19-dedicated wards, an increased workload, and evolving infection prevention and control measures have potentially contributed to the spread of multidrug-resistant ...
Leto: 2024 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 3
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