עקוב אחר
Matej Petković
Matej Petković
Faculty of mathematics and physics, Universtity of Ljubljana
כתובת אימייל מאומתת בדומיין fmf.uni-lj.si
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
2182020
Feature ranking for multi-target regression‏
M Petković, D Kocev, S Džeroski‏
Machine Learning 109, 1179-1204, 2020‏
662020
Feature importance estimation with self-attention networks‏
B Škrlj, S Džeroski, N Lavrač, M Petković‏
ECAI 2020, 1491-1498, 2020‏
542020
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
202017
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
192017
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
182019
Fuzzy jaccard index: a robust comparison of ordered lists‏
M Petković, B Škrlj, D Kocev, N Simidjievski‏
Applied Soft Computing 113, 107849, 2021‏
152021
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, ...‏
RAS Techniques and Instruments 2 (1), 695-709, 2023‏
142023
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
132020
Feature ranking for semi-supervised learning‏
M Petković, S Džeroski, D Kocev‏
Machine Learning 112 (11), 4379-4408, 2023‏
112023
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
102019
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
82021
Feature ranking with relief for multi-label classification: Does distance matter?‏
M Petković, D Kocev, S Džeroski‏
International Conference on Discovery Science, 51-65, 2018‏
72018
MLFMF: data sets for machine learning for mathematical formalization‏
A Bauer, M Petković, L Todorovski‏
Advances in Neural Information Processing Systems 36, 2024‏
62024
Relational tree ensembles and feature rankings‏
M Petković, M Ceci, G Pio, B Škrlj, K Kersting, S Džeroski‏
Knowledge-Based Systems 251, 109254, 2022‏
62022
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
62022
GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data‏
A Kostovska, M Petković, T Stepišnik, L Lucas, T Finn, J Martínez-Heras, ...‏
2021 IEEE 8th International Conference on Space Mission Challenges for …, 2021‏
62021
Multi-label feature ranking with ensemble methods‏
M Petković, S Džeroski, D Kocev‏
Machine Learning 109, 2141-2159, 2020‏
62020
CLUSplus: A decision tree-based framework for predicting structured outputs‏
M Petković, J Levatić, D Kocev, M Breskvar, S Džeroski‏
SoftwareX 24, 101526, 2023‏
52023
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
42021
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מאמרים 1–20