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Przemyslaw Biecek
Przemyslaw Biecek
Warsaw University of Technology
在 mimuw.edu.pl 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
survminer: Drawing Survival Curves using ‘ggplot2’
A Kassambara, M Kosinski, P Biecek, S Fabian
R package version 0.4 9, 2021, 2021
2278*2021
DALEX: Explainers for complex predictive models in R
P Biecek
Journal of Machine Learning Research 19 (84), 1-5, 2018
4342018
Explanatory model analysis: explore, explain, and examine predictive models
P Biecek, T Burzykowski
Chapman and Hall/CRC, 2021
3222021
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
2842022
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
2012007
Explanations of model predictions with live and breakDown packages
M Staniak, P Biecek
The R Journal 10 (2), 395-409., 2018
1292018
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
1132022
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
1092021
intsvy: An R package for analyzing international large-scale assessment data
DH Caro, P Biecek
Journal of Statistical Software 81, 1-44, 2017
102*2017
randomForestExplainer: Explaining and visualizing random forests in terms of variable importance
A Paluszynska, P Biecek, Y Jiang
R package version 0.9, 2017
100*2017
Do not trust additive explanations
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
97*2019
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
94*2021
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
852017
survminer: Drawing Survival Curves using “ggplot2”. 2019
A Kassambara, M Kosinski, P Biecek, S Fabian
R package version 0.4 4, 2021
832021
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
832019
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
812017
Przewodnik po pakiecie R
P Biecek
Oficyna wydawnicza GIS, 2008
792008
Analiza danych z programem R: modele liniowe z efektami stałymi, losowymi i mieszanymi
P Biecek
Wydawnictwo Naukowe PWN, 2012
762012
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
742017
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems 150, 113556, 2021
71*2021
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