Spremljaj
Matej Petković
Matej Petković
Preverjeni e-poštni naslov na ijs.si
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Leto
COVID-19 pandemic changes the food consumption patterns
T Eftimov, G Popovski, M Petković, BK Seljak, D Kocev
Trends in food science & technology 104, 268-272, 2020
1192020
Feature ranking for multi-target regression
M Petković, D Kocev, S Džeroski
Machine Learning 109, 1179-1204, 2020
442020
Feature importance estimation with self-attention networks
B Škrlj, S Džeroski, N Lavrač, M Petkovič
arXiv preprint arXiv:2002.04464, 2020
232020
Predicting thermal power consumption of the Mars Express satellite with machine learning
M Breskvar, D Kocev, J Levatić, A Osojnik, M Petković, N Simidjievski, ...
2017 6th International conference on space mission challenges for …, 2017
172017
Feature ranking for multi-target regression with tree ensemble methods
M Petković, S Džeroski, D Kocev
Discovery Science: 20th International Conference, DS 2017, Kyoto, Japan …, 2017
172017
Machine learning for predicting thermal power consumption of the Mars Express Spacecraft
M Petković, R Boumghar, M Breskvar, S Džeroski, D Kocev, J Levatić, ...
IEEE Aerospace and Electronic Systems Magazine 34 (7), 46-60, 2019
142019
Quantifying the effects of gyroless flying of the mars express spacecraft with machine learning
M Petkovic, L Lucas, D Kocev, S Džeroski, R Boumghar, N Simidjievski
2019 IEEE International Conference on Space Mission Challenges for …, 2019
82019
Biomarker discovery by feature ranking: evaluation on a case study of embryonal tumors
M Petković, I Slavkov, D Kocev, S Džeroski
Computers in Biology and Medicine 128, 104143, 2021
62021
Feature ranking for semi-supervised learning
M Petković, S Džeroski, D Kocev
Machine Learning, 1-30, 2022
52022
Feature ranking for hierarchical multi-label classification with tree ensemble methods
M Petkovic, S Dzeroski, D Kocev
Acta Polytechnica Hungarica 17 (10), 129-148, 2020
52020
Feature ranking with relief for multi-label classification: Does distance matter?
M Petković, D Kocev, S Džeroski
Discovery Science: 21st International Conference, DS 2018, Limassol, Cyprus …, 2018
52018
Fuzzy jaccard index: a robust comparison of ordered lists
M Petković, B Škrlj, D Kocev, N Simidjievski
Applied Soft Computing 113, 107849, 2021
42021
Multi-label feature ranking with ensemble methods
M Petković, S Džeroski, D Kocev
Machine Learning 109, 2141-2159, 2020
42020
Lessons learned from the 1st ariel machine learning challenge: Correcting transiting exoplanet light curves for stellar spots
N Nikolaou, IP Waldmann, A Tsiaras, M Morvan, B Edwards, KH Yip, ...
arXiv preprint arXiv:2010.15996, 2020
42020
Quantitative score for assessing the quality of feature rankings
I Slavkov, M Petković, D Kocev, S Džeroski
Informatica 42 (1), 2018
42018
ReliefE: feature ranking in high-dimensional spaces via manifold embeddings
B Škrlj, S Džeroski, N Lavrač, M Petković
Machine Learning 111 (1), 273-317, 2022
32022
DietHub: dietary habits analysis through understanding the content of recipes
M Petković, G Popovski, BK Seljak, D Kocev, T Eftimov
Trends in Food Science & Technology 107, 183-194, 2021
32021
Estimating the importance of relational features by using gradient boosting
M Petković, M Ceci, K Kersting, S Džeroski
Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020 …, 2020
32020
Ensemble‐and distance‐based feature ranking for unsupervised learning
M Petković, D Kocev, B Škrlj, S Džeroski
International Journal of Intelligent Systems 36 (7), 3068-3086, 2021
22021
Ensemble-based feature ranking for semi-supervised classification
M Petković, S Džeroski, D Kocev
Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019
22019
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