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Journal Articles
- 2021
[j2]Aneta Polewko-Klim
, Krzysztof Mnich, Witold R. Rudnicki:
Robust Data Integration Method for Classification of Biomedical Data. J. Medical Syst. 45(4): 45 (2021)- 2019
- [j1]Radoslaw Piliszek, Krzysztof Mnich, Szymon Migacz, Pawel Tabaszewski, Andrzej Sulecki, Aneta Polewko-Klim, Witold R. Rudnicki:
MDFS: MultiDimensional Feature Selection in R. R J. 11(1): 198 (2019)
Conference and Workshop Papers
- 2024
- [c6]Aneta Polewko-Klim, Pawel Grablis, Witold R. Rudnicki:
EnsembleFS: an R Toolkit and a Web-Based Tool for a Filter Ensemble Feature Selection of Molecular Omics Data. ICCS (4) 2024: 88-96 - 2020
- [c5]Aneta Polewko-Klim, Witold R. Rudnicki:
Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data. ICCS (3) 2020: 525-538 - [c4]Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki:
Bootstrap Bias Corrected Cross Validation Applied to Super Learning. ICCS (3) 2020: 550-563 - [c3]Krzysztof Mnich, Aneta Polewko-Klim, Agnieszka Kitlas Golinska, Wojciech Lesinski, Witold R. Rudnicki:
Super Learning with Repeated Cross Validation. ICDM (Workshops) 2020: 629-635 - [c2]Aneta Polewko-Klim, Witold R. Rudnicki:
Data Integration Strategy for Robust Classification of Biomedical Data. WorldCIST (2) 2020: 596-606 - [c1]Wojciech Lesinski, Aneta Polewko-Klim, Witold R. Rudnicki:
Identification of Clinical Variables Relevant for Survival Prediction in Patients with Metastatic Castration-Resistant Prostate Cancer. WorldCIST (2) 2020: 607-617
Informal and Other Publications
- 2020
- [i3]Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki:
Bootstrap Bias Corrected Cross Validation applied to Super Learning. CoRR abs/2003.08342 (2020) - [i2]Aneta Polewko-Klim, Witold R. Rudnicki:
Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data. CoRR abs/2004.13809 (2020) - 2018
- [i1]Radoslaw Piliszek, Krzysztof Mnich, Szymon Migacz, Pawel Tabaszewski, Andrzej Sulecki, Aneta Polewko-Klim, Witold R. Rudnicki:
MDFS - MultiDimensional Feature Selection. CoRR abs/1811.00631 (2018)
Coauthor Index
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