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Št. zadetkov: 3
Beyond metaphors
Christian Leonardo Camacho Villalón, Thomas Stützle, Marco Dorigo
Izvirni znanstveni članek
Oznake: metaforični algoritmi;metahevristika;metaphor-based algorithms;metaheuristics;
Although research in metaheuristics has become increasingly automated, considerable effort is still devoted to identifying new sources of inspiration for the manual design of so-called metaphor-based algorithms. In this work, we critically examine the use of metaphor-based design and its ongoing inf ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
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)
Št. zadetkov: 3
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