Witold R. Rudnicki

According to our database, Witold R. Rudnicki authored at least 39 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Modelling of Drug-Induced Liver Injury with Multiple Machine Learning Algorithms.

Wojciech Lesinski, Agnieszka Kitlas Golinska, Witold R. Rudnicki

Proceedings of the Advances in Computational Collective Intelligence, 2024

EnsembleFS: an R Toolkit and a Web-Based Tool for a Filter Ensemble Feature Selection of Molecular Omics Data.

Aneta Polewko-Klim, Pawel Grablis, Witold R. Rudnicki

Proceedings of the Computational Science - ICCS 2024, 2024

2023

A Robust Machine Learning Protocol for Prediction of Prostate Cancer Survival at Multiple Time-Horizons.

Wojciech Lesinski, Witold R. Rudnicki

Proceedings of the Computational Science - ICCS 2023, 2023

2021

Robust Data Integration Method for Classification of Biomedical Data.

Aneta Polewko-Klim, Krzysztof Mnich, Witold R. Rudnicki

J. Medical Syst., 2021

2020

Multidimensional Feature Selection and High Performance ParalleX - A tool for detection of informative variables for big data.

Karol Niedzielewski, Maciej E. Marchwiany, Radoslaw Piliszek, Marek T. Michalewicz, Witold R. Rudnicki

SN Comput. Sci., 2020

All-relevant feature selection using multidimensional filters with exhaustive search.

Krzysztof Mnich, Witold R. Rudnicki

Inf. Sci., 2020

The need for standardisation in life science research - an approach to excellence and trust.

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

F1000Research, 2020

Data Integration Strategy for Robust Classification of Biomedical Data.

Aneta Polewko-Klim, Witold R. Rudnicki

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Identification of Clinical Variables Relevant for Survival Prediction in Patients with Metastatic Castration-Resistant Prostate Cancer.

Wojciech Lesinski, Aneta Polewko-Klim, Witold R. Rudnicki

Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Super Learning with Repeated Cross Validation.

Krzysztof Mnich, Aneta Polewko-Klim, Agnieszka Kitlas Golinska, Wojciech Lesinski, Witold R. Rudnicki

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data.

Aneta Polewko-Klim, Witold R. Rudnicki

Proceedings of the Computational Science - ICCS 2020, 2020

Bootstrap Bias Corrected Cross Validation Applied to Super Learning.

Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki

Proceedings of the Computational Science - ICCS 2020, 2020

Towards Prediction of Heart Arrhythmia Onset Using Machine Learning.

Agnieszka Kitlas Golinska, Wojciech Lesinski, Andrzej Przybylski, Witold R. Rudnicki

Proceedings of the Computational Science - ICCS 2020, 2020

2019

MDFS: MultiDimensional Feature Selection in R.

Radoslaw Piliszek, Krzysztof Mnich, Szymon Migacz, Pawel Tabaszewski, Andrzej Sulecki, Aneta Polewko-Klim, Witold R. Rudnicki

R J., 2019

Prediction of the apple scab using machine learning and simple weather stations.

Mariusz Wrzesien, Waldemar Treder, Krzysztof Klamkowski, Witold R. Rudnicki

Comput. Electron. Agric., 2019

2018

MDFS - MultiDimensional Feature Selection.

Radoslaw Piliszek, Krzysztof Mnich, Szymon Migacz, Pawel Tabaszewski, Andrzej Sulecki, Aneta Polewko-Klim, Witold R. Rudnicki

CoRR, 2018

2016

Efficient implementation of the many-body Reactive Bond Order (REBO) potential on GPU.

Przemyslaw Tredak, Witold R. Rudnicki, Jacek A. Majewski

J. Comput. Phys., 2016

2015

All Relevant Feature Selection Methods and Applications.

Witold R. Rudnicki, Mariusz Wrzesien, Wieslaw Paja

Proceedings of the Feature Selection for Data and Pattern Recognition, 2015

2013

Active enhancer positions can be accurately predicted from chromatin marks and collective sequence motif data.

Agnieszka Podsiadlo, Mariusz Wrzesien, Wieslaw Paja, Witold R. Rudnicki, Bartek Wilczynski

BMC Syst. Biol., 2013

2011

The All Relevant Feature Selection using Random Forest

Miron B. Kursa, Witold R. Rudnicki

CoRR, 2011

Random forest models of the retention constants in the thin layer chromatography

Miron B. Kursa, Lukasz Komsta, Witold R. Rudnicki

CoRR, 2011

Design of the Efficient Archival Warehouse for Weather Forecast System.

Slawomir Walkowiak, Lukasz Ligowski, Konrad Wawruch, Witold R. Rudnicki

Proceedings of the Information Technologies in Environmental Engineering, 2011

Towards Understanding Protein-Protein Interactions: The AI Approach.

Miron B. Kursa, Jacek Jendrej, Julia Herman-Izycka, Witold R. Rudnicki

Proceedings of the Emerging Intelligent Technologies in Industry, 2011

All That Jazz in the Random Forest.

Elzbieta Kubera, Miron B. Kursa, Witold R. Rudnicki, Radoslaw Rudnicki, Alicja Wieczorkowska

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Playing in Unison in the Random Forest.

Alicja Wieczorkowska, Miron B. Kursa, Elzbieta Kubera, Radoslaw Rudnicki, Witold R. Rudnicki

Proceedings of the Security and Intelligent Information Systems, 2011

A Deceiving Charm of Feature Selection: The Microarray Case Study.

Miron B. Kursa, Witold R. Rudnicki

Proceedings of the Man-Machine Interactions 2, 2011

The Robust Models of Retention for Thin Layer Chromatography.

Miron B. Kursa, Lukasz Komsta, Witold R. Rudnicki

Proceedings of the Man-Machine Interactions 2, 2011

2010

Exploring utilisation of GPU for database applications.

Slawomir Walkowiak, Konrad Wawruch, Marita Nowotka, Lukasz Ligowski, Witold R. Rudnicki

Proceedings of the International Conference on Computational Science, 2010

Boruta - A System for Feature Selection.

Miron B. Kursa, Aleksander Jankowski, Witold R. Rudnicki

Fundam. Informaticae, 2010

Application of Graphic Processors for Analysis of Biological Molecules.

Witold R. Rudnicki, Lukasz Ligowski

ERCIM News, 2010

Random Musical Bands Playing in Random Forests.

Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska

Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009

The new SIMD Implementation of the Smith-Waterman Algorithm on Cell Microprocessor.

Witold R. Rudnicki, Aleksander Jankowski, Aleksander Modzelewski, Aleksander Piotrowski, Adam Zadrozny

Fundam. Informaticae, 2009

Musical Instruments in Random Forest.

Miron B. Kursa, Witold R. Rudnicki, Alicja Wieczorkowska, Elzbieta Kubera, Agnieszka Kubik-Komar

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

An efficient implementation of Smith Waterman algorithm on GPU using CUDA, for massively parallel scanning of sequence databases.

Lukasz Ligowski, Witold R. Rudnicki

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2006

A Statistical Method for Determining Importance of Variables in an Information System.

Witold R. Rudnicki, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski

Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005

Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices.

Witold R. Rudnicki, Henryk Jan Komorowski

Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004

Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids.

Witold R. Rudnicki, Henryk Jan Komorowski

Proceedings of the Rough Sets and Current Trends in Computing, 2004

2000

Adding numbers with DNA.

Piotr Wasiewicz, Jan J. Mulawka, Witold R. Rudnicki, Bogdan Lesyng

Proceedings of the IEEE International Conference on Systems, 2000

1995

Applicability of Commonly Used Atom-atom Type Potential Energy Functions in Structural Analysis of Nucleic Acids. the Role of Electrostatic Interactions.

Witold R. Rudnicki, Bogdan Lesyng

Comput. Chem., 1995