Feature Selection with the Boruta Package MB Kursa, WR Rudnicki Journal of Statistical Software 36 (i11), 2010 | 4085 | 2010 |
Boruta–a system for feature selection MB Kursa, A Jankowski, WR Rudnicki Fundamenta Informaticae 101 (4), 271-285, 2010 | 715 | 2010 |
Critical assessment of automated flow cytometry data analysis techniques N Aghaeepour, G Finak, H Hoos, TR Mosmann, R Brinkman, R Gottardo, ... Nature Methods, 2013 | 673 | 2013 |
Evaluation of methods for modeling transcription factor sequence specificity MT Weirauch, A Cote, R Norel, M Annala, Y Zhao, TR Riley, ... Nature Biotechnology, 2013 | 406 | 2013 |
Predicting human olfactory perception from chemical features of odor molecules A Keller, RC Gerkin, Y Guan, A Dhurandhar, G Turu, B Szalai, ... Science 355 (6327), 820-826, 2017 | 293 | 2017 |
An efficient implementation of Smith Waterman algorithm on GPU using CUDA, for massively parallel scanning of sequence databases Ł Ligowski, W Rudnicki Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International …, 2009 | 208 | 2009 |
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open … J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ... The Lancet Oncology 18 (1), 132-142, 2017 | 162 | 2017 |
All Relevant Feature Selection Methods and Applications WR Rudnicki, M Wrzesień, W Paja Feature Selection for Data and Pattern Recognition, 11-28, 2015 | 112 | 2015 |
Efficacy of 2-halogen substituted D-glucose analogs in blocking glycolysis and killing “hypoxic tumor cells” TJ Lampidis, M Kurtoglu, JC Maher, H Liu, A Krishan, V Sheft, ... Cancer chemotherapy and pharmacology 58 (6), 725-734, 2006 | 88 | 2006 |
Anti‐HIV‐1 activity of 3‐deaza‐adenosine analogs RK Gordon, K Ginalski, WR Rudnicki, L Rychlewski, MC Pankaskie, ... The FEBS Journal 270 (17), 3507-3517, 2003 | 84 | 2003 |
Stratification of amyotrophic lateral sclerosis patients: a crowdsourcing approach R Kueffner, N Zach, M Bronfeld, R Norel, N Atassi, V Balagurusamy, ... Scientific Reports 9 (690), 2019 | 72 | 2019 |
The All Relevant Feature Selection using Random Forest MB Kursa, WR Rudnicki Arxiv preprint arXiv:1106.5112, 2011 | 59 | 2011 |
Adding numbers with DNA P Wasiewicz, JJ Mulawka, WR Rudnicki, B Lesyng Systems, Man, and Cybernetics, 2000 IEEE International Conference on 1, 265 …, 2000 | 55 | 2000 |
A statistical method for determining importance of variables in an information system WR Rudnicki, M Kierczak, J Koronacki, J Komorowski Rough Sets and Current Trends in Computing: 5th International Conference …, 2006 | 45 | 2006 |
All-relevant feature selection using multidimensional filters with exhaustive search K Mnich, WR Rudnicki Information Sciences 524, 277-297, 2020 | 40 | 2020 |
DiSCaMB: a software library for aspherical atom model X-ray scattering factor calculations with CPUs and GPUs ML Chodkiewicz, S Migacz, W Rudnicki, A Makal, JA Kalinowski, ... Journal of applied crystallography 51 (1), 193-199, 2018 | 38 | 2018 |
A Crowdsourcing approach to developing and assessing prediction algorithms for AML prognosis DP Noren, BL Long, R Norel, K Rrhissorrakrai, K Hess, CW Hu, ... PLoS Computational Biology, https://doi.org/10.1371/journal.pcbi.100, 2016 | 38 | 2016 |
Package ‘Boruta’ MB Kursa, WR Rudnicki, MMB Kursa | 36* | 2013 |
Modeling the DNA‐solvent interface WR Rudnicki, BM Pettitt Biopolymers 41 (1), 107-119, 1997 | 33 | 1997 |
A Rough Set-Based Model of HIV-1 Reverse Transcriptase Resistome M Kierczak, K Ginalski, M Dramiński, J Koronacki, W Rudnicki, ... Bioinformatics and biology insights 3, 109, 2009 | 32 | 2009 |