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Miron Kursa
Miron Kursa
Interdisciplinary Centre for Mathematical and Computational Modelling , University of Warsaw
Geverifieerd e-mailadres voor uw.edu.pl
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Feature selection with the Boruta package
MB Kursa, WR Rudnicki
Journal of statistical software 36, 1-13, 2010
37392010
Boruta–a system for feature selection
MB Kursa, A Jankowski, WR Rudnicki
Fundamenta Informaticae 101 (4), 271-285, 2010
6422010
Robustness of Random Forest-based gene selection methods
MB Kursa
BMC bioinformatics 15, 1-8, 2014
2762014
A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes
N Aghaeepour, P Chattopadhyay, M Chikina, T Dhaene, S Van Gassen, ...
Cytometry Part A 89 (1), 16-21, 2016
642016
Cascade of vortex loops initiated by a single reconnection of quantum vortices
M Kursa, K Bajer, T Lipniacki
Physical Review B 83 (1), 014515, 2011
612011
The all relevant feature selection using random forest
MB Kursa, WR Rudnicki
arXiv preprint arXiv:1106.5112, 2011
522011
Distinct circuits in rat central amygdala for defensive behaviors evoked by socially signaled imminent versus remote danger
K Andraka, K Kondrakiewicz, K Rojek-Sito, K Ziegart-Sadowska, K Meyza, ...
Current Biology 31 (11), 2347-2358. e6, 2021
382021
rFerns: an implementation of the random ferns method for general-purpose machine learning
MB Kursa
arXiv preprint arXiv:1202.1121, 2012
332012
Musical instruments in random forest
M Kursa, W Rudnicki, A Wieczorkowska, E Kubera, A Kubik-Komar
Foundations of Intelligent Systems: 18th International Symposium, ISMIS 2009 …, 2009
302009
Distinct characteristics of multisystem inflammatory syndrome in children in Poland
KM Ludwikowska, M Okarska-Napierała, N Dudek, P Tracewski, J Kusa, ...
Scientific reports 11 (1), 23562, 2021
202021
Non-parametric analysis of neurochemical effects and Arc expression in amphetamine-induced 50-kHz ultrasonic vocalization
A Hamed, P Daszczuk, MB Kursa, D Turzyńska, A Sobolewska, M Lehner, ...
Behavioural Brain Research 312, 174-185, 2016
192016
Inferring gene expression from ribosomal promoter sequences, a crowdsourcing approach
P Meyer, G Siwo, D Zeevi, E Sharon, R Norel, E Segal, G Stolovitzky, ...
Genome research 23 (11), 1928-1937, 2013
182013
Inter-individual differences in serotonin and glutamate co-transmission reflect differentiation in context-induced conditioned 50-kHz USVs response after morphine withdrawal
A Hamed, MB Kursa
Brain Structure and Function 223, 3149-3167, 2018
162018
Praznik: High performance information-based feature selection
MB Kursa
SoftwareX 16, 100819, 2021
142021
A deceiving charm of feature selection: The microarray case study
MB Kursa, WR Rudnicki
Man-Machine Interactions 2, 145-152, 2011
142011
Prolonged consumption of sweetened beverages lastingly deteriorates cognitive functions and reward processing in mice
H Hamelin, G Poizat, C Florian, MB Kursa, E Pittaras, J Callebert, ...
Cerebral Cortex 32 (7), 1365-1378, 2022
112022
Pro-inflammatory cytokines, but not brain-and extracellular matrix-derived proteins, are increased in the plasma following electrically induced kindling of seizures
N Chmielewska, P Maciejak, B Osuch, MB Kursa, J Szyndler
Pharmacological Reports 73, 506-515, 2021
112021
Embedded all relevant feature selection with random ferns
MB Kursa
arXiv preprint arXiv:1604.06133, 2016
82016
All that jazz in the random forest
E Kubera, MB Kursa, WR Rudnicki, R Rudnicki, AA Wieczorkowska
Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011 …, 2011
82011
Random musical bands playing in random forests
MB Kursa, E Kubera, WR Rudnicki, AA Wieczorkowska
Rough Sets and Current Trends in Computing: 7th International Conference …, 2010
72010
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Artikelen 1–20