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Witold Rudnicki
Witold Rudnicki
Geverifieerd e-mailadres voor uwb.edu.pl
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Feature Selection with the Boruta Package
MB Kursa, WR Rudnicki
Journal of Statistical Software 36 (i11), 2010
24082010
Critical assessment of automated flow cytometry data analysis techniques
N Aghaeepour, G Finak, H Hoos, TR Mosmann, R Brinkman, R Gottardo, ...
Nature Methods, 2013
5922013
Boruta–a system for feature selection
MB Kursa, A Jankowski, WR Rudnicki
Fundamenta Informaticae 101 (4), 271-285, 2010
3682010
Evaluation of methods for modeling transcription factor sequence specificity
MT Weirauch, A Cote, R Norel, M Annala, Y Zhao, TR Riley, ...
Nature Biotechnology, 2013
3562013
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
2052009
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
1912017
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
1332017
All Relevant Feature Selection Methods and Applications
WR Rudnicki, M Wrzesień, W Paja
Feature Selection for Data and Pattern Recognition, 11-28, 2015
832015
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
782006
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
762003
Adding numbers with DNA
P Wasiewicz, JJ Mulawka, WR Rudnicki, B Lesyng
Systems, Man, and Cybernetics, 2000 IEEE International Conference on 1, 265 …, 2000
512000
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
402019
A statistical method for determining importance of variables in an information system
WR Rudnicki, M Kierczak, J Koronacki, J Komorowski
International Conference on Rough Sets and Current Trends in Computing, 557-566, 2006
362006
The All Relevant Feature Selection using Random Forest
MB Kursa, WR Rudnicki
Arxiv preprint arXiv:1106.5112, 2011
332011
Modeling the DNA‐solvent interface
WR Rudnicki, BM Pettitt
Biopolymers 41 (1), 107-119, 1997
331997
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
312009
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
292016
Musical instruments in random forest
M Kursa, W Rudnicki, A Wieczorkowska, E Kubera, A Kubik-Komar
International Symposium on Methodologies for Intelligent Systems, 281-290, 2009
292009
All-relevant feature selection using multidimensional filters with exhaustive search
K Mnich, WR Rudnicki
Information Sciences 524, 277-297, 2020
232020
A mezoscopic model of nucleic acids. Part 1. Lagrangian and quaternion molecular dynamics
WR Rudnicki, G Bakalarski, B Lesyng
Journal of Biomolecular Structure and Dynamics 17 (6), 1097-1108, 2000
222000
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Artikelen 1–20