Witold Rudnicki

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Miron KursaInterdisciplinary Centre for Mathematical and Computational Modelling , University of WarsawVerified email at uw.edu.pl
Bogdan LesyngProfessor, Faculty of Physics, University of Warsaw, PolandVerified email at fuw.edu.pl
Łukasz LigowskiNVIDIA CorporationVerified email at nvidia.com
Aneta Polewko-KlimInstitute of Computer Science, University of BialystokVerified email at uwb.edu.pl
Wrzesien MariuszVerified email at wsiz.rzeszow.pl
Aleksander JankowskiAssistant Professor, University of WarsawVerified email at mimuw.edu.pl
Jan KomorowskiUppsala University, Sweden & IPI, Polish Academy of Sciences, PolandVerified email at icm.uu.se
Wiesław PajaAssistant Professor of Computer Science, University of RzeszówVerified email at ur.edu.pl
Wojciech LesińskiInstitute of Informatics, University of BiałystokVerified email at uwb.edu.pl
Radosław PiliszekUniversity of BialystokVerified email at uwb.edu.pl
Marcin KierczakAssociate Professor, Bioinformatics Scientist, National Bioinformatics Infrastructure, Science forVerified email at kierczak.net
Jacek KoronackiPolish Academy of SciencesVerified email at ipipan.waw.pl
Alicja WieczorkowskaAssociate Professor, Polish-Japanese Academy of Information TechnologyVerified email at uncc.edu
Waldemar PriebeThe University of Texas MD Anderson Cancer CenterVerified email at wt.net
Marvin C. Pankaskie, Ph.D.The New AlchemistVerified email at rochester.rr.com
Janusz BujnickiProfessor of Biology, International Institute of Molecular and Cell Biology in WarsawVerified email at iimcb.gov.pl
Michal DraminskiInstitute of Computer Sciences Polish Academy of SciencesVerified email at ipipan.waw.pl
Piotr WąsiewiczAdiunkt, Instytut Systemów Elektronicznych, Politechnika WarszawskaVerified email at elka.pw.edu.pl
Radoslaw RudnickiStockholm Environment Institute, University of YorkVerified email at york.ac.uk
Agnieszka Kitlas GolińskaUniversity of Białystok, Poland

Witold Rudnicki

University of Białystok

Verified email at uwb.edu.pl

Machine learning GPGPU CUDA bioinformatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Feature Selection with the Boruta Package MB Kursa, WR Rudnicki Journal of Statistical Software 36 (i11), 2010	3262	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	628	2013
Boruta–a system for feature selection MB Kursa, A Jankowski, WR Rudnicki Fundamenta Informaticae 101 (4), 271-285, 2010	539	2010
Evaluation of methods for modeling transcription factor sequence specificity MT Weirauch, A Cote, R Norel, M Annala, Y Zhao, TR Riley, ... Nature Biotechnology, 2013	385	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	245	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	205	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	148	2017
All Relevant Feature Selection Methods and Applications WR Rudnicki, M Wrzesień, W Paja Feature Selection for Data and Pattern Recognition, 11-28, 2015	100	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	84	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	81	2003
Adding numbers with DNA P Wasiewicz, JJ Mulawka, WR Rudnicki, B Lesyng Systems, Man, and Cybernetics, 2000 IEEE International Conference on 1, 265 …, 2000	53	2000
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	52	2019
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	44	2006
The All Relevant Feature Selection using Random Forest MB Kursa, WR Rudnicki Arxiv preprint arXiv:1106.5112, 2011	40	2011
Package ‘Boruta’ MB Kursa, WR Rudnicki, MMB Kursa	35	2013
All-relevant feature selection using multidimensional filters with exhaustive search K Mnich, WR Rudnicki Information Sciences 524, 277-297, 2020	33	2020
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	33	2016
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	31	2009
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	29	2009

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