Witold R. Rudnicki

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 19

Top Topics

Biomedical Data

Feature Selection

Computationally Feasible

Machine Learning

Top Venues

Publications

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)
Wojciech Lesinski, Witold R. Rudnicki
A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons. ICCS (3) (2023)
Aneta Polewko-Klim, Krzysztof Mnich, Witold R. Rudnicki
Robust Data Integration Method for Classification of Biomedical Data. J. Medical Syst. 45 (4) (2021)
Krzysztof Mnich, Witold R. Rudnicki
All-relevant feature selection using multidimensional filters with exhaustive search. Inf. Sci. 524 (2020)
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)
Aneta Polewko-Klim, Witold R. Rudnicki
Analysis of ensemble feature selection for correlated high-dimensional RNA-Seq cancer data. CoRR (2020)
Aneta Polewko-Klim, Witold R. Rudnicki
Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data. ICCS (3) (2020)
Susanne Hollmann, Andreas Kremer, Spela Baebler, Christophe Trefois, Kristina Gruden, Witold R. Rudnicki, Weida Tong, Aleksandra Gruca, Erik Bongcam-Rudloff, Chris T. A. Evelo, Alina S. Nechyporenko, Marcus Frohme, David Safránek, Babette Regierer, Domenica D'Elia
The need for standardisation in life science research - an approach to excellence and trust. F1000Research 9 (2020)
Aneta Polewko-Klim, Witold R. Rudnicki
Data Integration Strategy for Robust Classification of Biomedical Data. WorldCIST (2) (2020)
Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki
Bootstrap Bias Corrected Cross Validation Applied to Super Learning. ICCS (3) (2020)
Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki
Bootstrap Bias Corrected Cross Validation applied to Super Learning. CoRR (2020)
Krzysztof Mnich, Aneta Polewko-Klim, Agnieszka Kitlas Golinska, Wojciech Lesinski, Witold R. Rudnicki
Super Learning with Repeated Cross Validation. ICDM (Workshops) (2020)
Karol Niedzielewski, Maciej E. Marchwiany, Radoslaw Piliszek, Marek T. Michalewicz, Witold R. Rudnicki
Multidimensional Feature Selection and High Performance ParalleX - A tool for detection of informative variables for big data. SN Comput. Sci. 1 (1) (2020)
Agnieszka Kitlas Golinska, Wojciech Lesinski, Andrzej Przybylski, Witold R. Rudnicki
Towards Prediction of Heart Arrhythmia Onset Using Machine Learning. ICCS (4) (2020)
Mariusz Wrzesien, Waldemar Treder, Krzysztof Klamkowski, Witold R. Rudnicki
Prediction of the apple scab using machine learning and simple weather stations. Comput. Electron. Agric. 161 (2019)
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) (2019)
Radoslaw Piliszek, Krzysztof Mnich, Szymon Migacz, Pawel Tabaszewski, Andrzej Sulecki, Aneta Polewko-Klim, Witold R. Rudnicki
MDFS - MultiDimensional Feature Selection. CoRR (2018)
Krzysztof Mnich, Witold R. Rudnicki
All-relevant feature selection using multidimensional filters with exhaustive search. CoRR (2017)
Przemyslaw Tredak, Witold R. Rudnicki, Jacek A. Majewski
Efficient implementation of the many-body Reactive Bond Order (REBO) potential on GPU. J. Comput. Phys. 321 (2016)
Agnieszka Podsiadlo, Mariusz Wrzesien, Wieslaw Paja, Witold R. Rudnicki, Bartek Wilczynski
Active enhancer positions can be accurately predicted from chromatin marks and collective sequence motif data. BMC Syst. Biol. 7 (S-6) (2013)
Slawomir Walkowiak, Lukasz Ligowski, Konrad Wawruch, Witold R. Rudnicki
Design of the Efficient Archival Warehouse for Weather Forecast System. ITEE (2011)
Miron B. Kursa, Jacek Jendrej, Julia Herman-Izycka, Witold R. Rudnicki
Towards Understanding Protein-Protein Interactions: The AI Approach. ISMIS Industrial Session (2011)
Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska
All That Jazz in the Random Forest. ISMIS (2011)
Miron B. Kursa, Witold R. Rudnicki
A Deceiving Charm of Feature Selection: The Microarray Case Study. ICMMI (2011)
Miron B. Kursa, Lukasz Komsta, Witold R. Rudnicki
Random forest models of the retention constants in the thin layer chromatography CoRR (2011)
Miron B. Kursa, Witold R. Rudnicki
The All Relevant Feature Selection using Random Forest CoRR (2011)
Miron B. Kursa, Lukasz Komsta, Witold R. Rudnicki
The Robust Models of Retention for Thin Layer Chromatography. ICMMI (2011)
Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki
Playing in Unison in the Random Forest. SIIS (2011)
Slawomir Walkowiak, Konrad Wawruch, Marita Nowotka, Lukasz Ligowski, Witold R. Rudnicki
Exploring utilisation of GPU for database applications. ICCS (1) (2010)
Miron B. Kursa, Aleksander Jankowski, Witold R. Rudnicki
Boruta - A System for Feature Selection. Fundam. Informaticae 101 (4) (2010)
Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska
Random Musical Bands Playing in Random Forests. RSCTC (2010)
Witold R. Rudnicki, Lukasz Ligowski
Application of Graphic Processors for Analysis of Biological Molecules. ERCIM News 2010 (82) (2010)
Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar
Musical Instruments in Random Forest. ISMIS (2009)
Witold R. Rudnicki, Aleksander Jankowski, Aleksander Modzelewski, Aleksander Piotrowski, Adam Zadrozny
The new SIMD Implementation of the Smith-Waterman Algorithm on Cell Microprocessor. Fundam. Informaticae 96 (1-2) (2009)
Lukasz Ligowski, Witold R. Rudnicki
An efficient implementation of Smith Waterman algorithm on GPU using CUDA, for massively parallel scanning of sequence databases. IPDPS (2009)
Witold R. Rudnicki, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski
A Statistical Method for Determining Importance of Variables in an Information System. RSCTC (2006)
Witold R. Rudnicki, Henryk Jan Komorowski
Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices. Intelligent Information Systems (2005)
Witold R. Rudnicki, Henryk Jan Komorowski
Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids. Rough Sets and Current Trends in Computing (2004)
Piotr Wasiewicz, Jan J. Mulawka, Witold R. Rudnicki, Bogdan Lesyng
Adding numbers with DNA. SMC (2000)
Witold R. Rudnicki, Bogdan Lesyng
Applicability of Commonly Used Atom-atom Type Potential Energy Functions in Structural Analysis of Nucleic Acids. the Role of Electrostatic Interactions. Comput. Chem. 19 (3) (1995)