| Feature selection with the Boruta package MB Kursa, WR Rudnicki Journal of statistical software 36, 1-13, 2010 | 4369 | 2010 |
| Boruta–a system for feature selection MB Kursa, A Jankowski, WR Rudnicki Fundamenta Informaticae 101 (4), 271-285, 2010 | 774 | 2010 |
| Robustness of Random Forest-based gene selection methods MB Kursa BMC bioinformatics 15, 1-8, 2014 | 303 | 2014 |
| 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 | 67 | 2016 |
| The all relevant feature selection using random forest MB Kursa, WR Rudnicki arXiv preprint arXiv:1106.5112, 2011 | 64 | 2011 |
| Cascade of vortex loops initiated by a single reconnection of quantum vortices M Kursa, K Bajer, T Lipniacki Physical Review B—Condensed Matter and Materials Physics 83 (1), 014515, 2011 | 61 | 2011 |
| 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 | 43 | 2021 |
| rFerns: an implementation of the random ferns method for general-purpose machine learning MB Kursa arXiv preprint arXiv:1202.1121, 2012 | 34 | 2012 |
| 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 | 30 | 2021 |
| 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 | 30 | 2009 |
| Praznik: High performance information-based feature selection MB Kursa SoftwareX 16, 100819, 2021 | 21 | 2021 |
| 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 | 19 | 2016 |
| 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 | 19 | 2013 |
| 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 | 18 | 2018 |
| 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 | 14 | 2022 |
| A deceiving charm of feature selection: The microarray case study MB Kursa, WR Rudnicki Man-Machine Interactions 2, 145-152, 2011 | 14 | 2011 |
| 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 | 12 | 2021 |
| Social deprivation substantially changes multi-structural neurotransmitter signature of social interaction: Glutamate concentration in amygdala and VTA as a key factor in … A Hamed, MB Kursa European Neuropsychopharmacology 37, 82-99, 2020 | 9 | 2020 |
| Relaying aversive ultrasonic alarm calls depends on previous experience. empathy, social buffering, or panic? W Karwicka, M Wiatrowska, K Kondrakiewicz, E Knapska, MB Kursa, ... Brain Sciences 11 (6), 759, 2021 | 8 | 2021 |
| Embedded all relevant feature selection with random ferns MB Kursa arXiv preprint arXiv:1604.06133, 2016 | 8 | 2016 |
