Przemyslaw Biecek

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Piotr DonizyWroclaw Medical University, Department of Clinical and Experimental PathologyVerified email at umed.wroc.pl
Hubert BanieckiPhD student, University of WarsawVerified email at uw.edu.pl
Stanislaw CebratProfesor genetyki Uniwersytet WrocławskiVerified email at smorfland.uni.wroc.pl
Mateusz KrzyzińskiWarsaw University of TechnologyVerified email at pw.edu.pl
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, AustriaVerified email at boku.ac.at
Jerzy TiurynProfesor informatyki, Uniwersytet WarszawskiVerified email at mimuw.edu.pl
Ewa SzczurekAssociate Professor at University of Warsaw / Institute AI for Health, Helmholtz Zentrum MünchenVerified email at mimuw.edu.pl
Parantu K Shah, PhDAssociate Scientific Director, EMD Serono R&D, Inc.Verified email at dfci.harvard.edu
Katarzyna Tomczak, PhDThe University of Texas MD Anderson Cancer CenterVerified email at mdanderson.org
P MackiewiczUniversity of WroclawVerified email at smorfland.uni.wroc.pl
Martin VingronMax-Planck-Institut für molekulare GenetikVerified email at molgen.mpg.de
Malgorzata BogdanProfessor of Statistics, University of WroclawVerified email at uwr.edu.pl
Miroslaw DudekUniversity of Zielona Gora, PolandVerified email at if.uz.zgora.pl
Florian FrommletMedical University ViennaVerified email at meduniwien.ac.at
Wioletta NowaczewskaUniwersytet WrocławskiVerified email at antropo.uni.wroc.pl
Andrzej JerzmanowskiProfessor of Molecular Biology, University of Warsaw and Institute of Biochemistry and BiophysicsVerified email at ibb.waw.pl
Bartek WilczynskiAssociate professor, Institute of Informatics, University of WarsawVerified email at mimuw.edu.pl
Janne HuovariVerified email at ptt.fi
Markus KainuResearcher at Research Department of The Social Insurance Institution of FinlandVerified email at kela.fi
Emilia JarochowskaDepartment of Earth Sciences, Utrecht UniversityVerified email at uu.nl

Przemyslaw Biecek

Warsaw University of Technology

Verified email at mimuw.edu.pl - Homepage

Explainable Artificial Intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
survminer: Drawing Survival Curves using'ggplot2' A Kassambara, M Kosinski, P Biecek CRAN: Contributed Packages, 2016	2494*	2016
DALEX: Explainers for complex predictive models in R P Biecek Journal of Machine Learning Research 19 (84), 1-5, 2018	500	2018
Explainable AI methods-a brief overview A Holzinger, A Saranti, C Molnar, P Biecek, W Samek International workshop on extending explainable AI beyond deep models and …, 2022	385	2022
Explanatory model analysis: explore, explain, and examine predictive models P Biecek, T Burzykowski Chapman and Hall/CRC, 2021	370	2021
The relationships between the isoelectric point and: length of proteins, taxonomy and ecology of organisms J Kiraga, P Mackiewicz, D Mackiewicz, M Kowalczuk, P Biecek, N Polak, ... BMC genomics 8, 1-16, 2007	211	2007
Transparency, auditability, and explainability of machine learning models in credit scoring M Bücker, G Szepannek, A Gosiewska, P Biecek Journal of the Operational Research Society 73 (1), 70-90, 2022	140	2022
Explanations of model predictions with live and breakDown packages M Staniak, P Biecek The R Journal 10 (2), 395-409., 2018	140	2018
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python H Baniecki, W Kretowicz, P Piatyszek, J Wisniewski, P Biecek Journal of Machine Learning Research 22 (214), 1-7, 2021	131	2021
Kleister: Key Information Extraction Datasets Involving Long Documents with Complex Layouts T Stanisławek, F Graliński, A Wróblewska, D Lipiński, A Kaliska, ... International Conference on Document Analysis and Recognition, 564-579, 2021	122*	2021
randomForestExplainer: Explaining and visualizing random forests in terms of variable importance A Paluszynska, P Biecek, Y Jiang R package version 0.9, 2017	112*	2017
intsvy: An R package for analyzing international large-scale assessment data DH Caro, P Biecek Journal of Statistical Software 81, 1-44, 2017	107*	2017
Do not trust additive explanations A Gosiewska, P Biecek arXiv preprint arXiv:1903.11420, 2019	104*	2019
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering A Gosiewska, A Kozak, P Biecek Decision Support Systems 150, 113556, 2021	89*	2021
Heat shock proteins create a signature to predict the clinical outcome in breast cancer M Klimczak, P Biecek, A Zylicz, M Zylicz Scientific reports 9 (1), 7507, 2019	88	2019
Arabidopsis SWI/SNF chromatin remodeling complex binds both promoters and terminators to regulate gene expression R Archacki, R Yatusevich, D Buszewicz, K Krzyczmonik, J Patryn, ... Nucleic Acids Research 45 (6), 3116-3129, 2017	88	2017
survminer: Drawing Survival Curves using “ggplot2”. 2019 A Kassambara, M Kosinski, P Biecek, S Fabian R package version 0.4 4, 2021	86	2021
TRIM28 and interacting KRAB-ZNFs control self-renewal of human pluripotent stem cells through epigenetic repression of pro-differentiation genes U Oleksiewicz, M Gładych, AT Raman, H Heyn, E Mereu, ... Stem cell reports 9 (6), 2065-2080, 2017	86	2017
Analiza danych z programem R: modele liniowe z efektami stałymi, losowymi i mieszanymi P Biecek Wydawnictwo Naukowe PWN, 2012	81	2012
Przewodnik po pakiecie R P Biecek Oficyna wydawnicza GIS, 2008	81	2008
Retrieval and analysis of Eurostat open data with the eurostat package. L Lahti, J Huovari, M Kainu, P Biecek R J. 9 (1), 385, 2017	76	2017

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