Objavljeni znanstveni prispevek na konferenci
KAVRAN, Domen, ŽALIK, Borut, LUKAČ, Niko. Time series augmentation based on beta-VAE to improve classification performance. V: ROCHA, Ana Paula (ur.), STEELS, Luc (ur.), HERIK, H. Jaap van den (ur.). ICAART 2022. 4th International Conference on Agents and Artificial Intelligence, February 3-5, 2022 [online streaming]. Setúbal: SciTePress: = Science and Technology Publications, cop. 2022. Vol. 2, str. 15-23, ilustr. ISBN 978-989-758-547-0. DOI: 10.5220/0010749200003116. [COBISS.SI-ID 102716419]
GRANDA, Alen, LUKAČ, Niko, PUR, Aleksander, KOHEK, Štefan. Efficient machine learning based graph layout calculation for investigation platform. V: ČIBEJ, Uroš (ur.), et al. Proceedings of the 8th Student Computing Research Symposium (SCORES’22) : Ljubljana, Slovenia, October 6, 2022. 1st ed. Ljubljana: Faculty of Computer and Information Science; Maribor: Faculty of Electrical Engineering and Computer Science; Koper: Faculty of Mathematics, Natural Sciences and Information Technologies, cop. 2022. Str. 5-8. ISBN 978-961-7059-11-3. http://zalozba.fri.uni-lj.si/SCORES2022.pdf. [COBISS.SI-ID 127804675]
Samostojno znanstveno poglavje v monografiji
KAVRAN, Domen, ŽALIK, Borut, LUKAČ, Niko. Comparing Beta-VAE to WGAN-GP for time series augmentation to improve classification performance. V: ROCHA, Ana Paula (ur.), STEELS, Luc (ur.), HERIK, H. Jaap van den (ur.). Agents and Artificial Intelligence : 14th International Conference, ICAART 2022 Virtual Event, February 3–5, 2022 Revised Selected Papers. Cham: Springer, 2022. Str. 51-73. Lecture notes in computer science, 13786. ISBN 978-3-031-22952-7, ISBN 978-3-031-22953-4. ISSN 0302-9743, ISSN 1611-3349. DOI: 10.1007/978-3-031-22953-4_3. [COBISS.SI-ID 139312899]
Programska oprema
LUKAČ, Niko, KOHEK, Štefan, JESENKO, David, KAVRAN, Domen, GRANDA, Alen, BRUMEN, Matej, ŽALIK, Borut, ŽIVEC, Andrej, PUR, Aleksander. STALITA AIP: Napredna preiskovalna platforma : verzija 2.0. Maribor: UM FERI, 2021. 1 el. optični disk (1 DVD). [COBISS.SI-ID 118313731]
Druga izvedena dela
PUR, Aleksander, ŽIVEC, Andrej, LUKAČ, Niko, KOHEK, Štefan, JESENKO, David. Delavnica za uporabo preiskovalne platforme STALITA : hibridna izvedba delavnice Ljubljana - Maribor, 20. 7. 2022. [COBISS.SI-ID 117817347]
KAVRAN, Domen, ŽALIK, Borut, LUKAČ, Niko. Time series augmentation based on beta-VAE to improve classification performance. V: ROCHA, Ana Paula (ur.), STEELS, Luc (ur.), HERIK, H. Jaap van den (ur.). ICAART 2022. 4th International Conference on Agents and Artificial Intelligence, February 3-5, 2022 [online streaming]. Setúbal: SciTePress: = Science and Technology Publications, cop. 2022. Vol. 2, str. 15-23, ilustr. ISBN 978-989-758-547-0. DOI: 10.5220/0010749200003116. [COBISS.SI-ID 102716419]
GRANDA, Alen, LUKAČ, Niko, PUR, Aleksander, KOHEK, Štefan. Efficient machine learning based graph layout calculation for investigation platform. V: ČIBEJ, Uroš (ur.), et al. Proceedings of the 8th Student Computing Research Symposium (SCORES’22) : Ljubljana, Slovenia, October 6, 2022. 1st ed. Ljubljana: Faculty of Computer and Information Science; Maribor: Faculty of Electrical Engineering and Computer Science; Koper: Faculty of Mathematics, Natural Sciences and Information Technologies, cop. 2022. Str. 5-8. ISBN 978-961-7059-11-3. http://zalozba.fri.uni-lj.si/SCORES2022.pdf. [COBISS.SI-ID 127804675]
Samostojno znanstveno poglavje v monografiji
KAVRAN, Domen, ŽALIK, Borut, LUKAČ, Niko. Comparing Beta-VAE to WGAN-GP for time series augmentation to improve classification performance. V: ROCHA, Ana Paula (ur.), STEELS, Luc (ur.), HERIK, H. Jaap van den (ur.). Agents and Artificial Intelligence : 14th International Conference, ICAART 2022 Virtual Event, February 3–5, 2022 Revised Selected Papers. Cham: Springer, 2022. Str. 51-73. Lecture notes in computer science, 13786. ISBN 978-3-031-22952-7, ISBN 978-3-031-22953-4. ISSN 0302-9743, ISSN 1611-3349. DOI: 10.1007/978-3-031-22953-4_3. [COBISS.SI-ID 139312899]
Programska oprema
LUKAČ, Niko, KOHEK, Štefan, JESENKO, David, KAVRAN, Domen, GRANDA, Alen, BRUMEN, Matej, ŽALIK, Borut, ŽIVEC, Andrej, PUR, Aleksander. STALITA AIP: Napredna preiskovalna platforma : verzija 2.0. Maribor: UM FERI, 2021. 1 el. optični disk (1 DVD). [COBISS.SI-ID 118313731]
Druga izvedena dela
PUR, Aleksander, ŽIVEC, Andrej, LUKAČ, Niko, KOHEK, Štefan, JESENKO, David. Delavnica za uporabo preiskovalne platforme STALITA : hibridna izvedba delavnice Ljubljana - Maribor, 20. 7. 2022. [COBISS.SI-ID 117817347]