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Christian Leonardo Camacho Villalón

Personal bibliography for the period 2024-2025

2024

1. CAMACHO VILLALÓN, Christian Leonardo, STEVANOSKA, Sintija, HRIBAR, Uroš, SPREITZER, Matjaž, KOENIG, Jakob, DŽEROSKI, Sašo. Multi-criteria foamed glass design with multi-target regression and multi-objective optimization : presented at Actively Learning Materials Science, 13.05.2024 - 17.05.2024 Jožef Stefan Institute, Ljubljana Slovenia. [COBISS.SI-ID 246220803]

2025

2. KROPIVŠEK, Klara, DOST, Katharina, CAMACHO VILLALÓN, Christian Leonardo, DŽEROSKI, Sašo, DE MARCO, Ario. Multi-objective active learning for nanobody development. In: LJUBETIČ, Ajasja (ed.), GRONT, Dominik (ed.). European RosettaCon 2025 : Oct 20-22, 2025, Ljubljana, Slovenia : book of abstracts. Ljubljana: Slovenian Biochemical Society, 2025. Str. 44. ISBN 978-961-95941-3-1. https://europeanrosettacon.org/program-2025/, Repozitorij Univerze v Novi Gorici - RUNG. [COBISS.SI-ID 256953859]
3. KROPIVŠEK, Klara, DOST, Katharina, CAMACHO VILLALÓN, Christian Leonardo, DŽEROSKI, Sašo, DE MARCO, Ario. Multi-objective active learning for nanobody development. In: The 1st International Online Conference by Antibodies, IOCAB, 2025 Conference : 13-14 October 2025, online : program and abstract book. Basel: MDPI, 2025. Str. 41. https://sciforum.net/events_files/1328/customs/87835d934539ea80be04dd6ba02d2038.pdf, Repozitorij Univerze v Novi Gorici - RUNG. [COBISS.SI-ID 256833027]
4. HRIBAR, Uroš, STEVANOSKA, Sintija, CAMACHO VILLALÓN, Christian Leonardo, SPREITZER, Matjaž, KOENIG, Jakob, DŽEROSKI, Sašo. Optimizing foamed glass production with machine learning. Materials & design. Sep. 2025, vol. 257, str. 1-8, ilustr. ISSN 1873-4197. https://www.sciencedirect.com/science/article/pii/S0264127525008792?via%3Dihub, DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.1016/j.matdes.2025.114459. [COBISS.SI-ID 246226691]
5. STEVANOSKA, Sintija, DOST, Katharina, CAMACHO VILLALÓN, Christian Leonardo, DŽEROSKI, Sašo. Selecting unlabeled data for tabular self-supervised learning. In: DŽEROSKI, Sašo (ed.), et al. Discovery science. Part 1 : 28th International Conference, DS 2025, Ljubljana, Slovenia, September 23–25, 2025 : proceedings. Cham: Springer, cop. 2025. Str. 237–251, ilustr. Lecture notes in computer science (Internet), Lecture notes in artificial intelligence, 16090. ISBN 978-3-032-05461-6. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-032-05461-6_16, DOI: 10.1007/978-3-032-05461-6_16. [COBISS.SI-ID 254256387]