Witold R. Rudnicki

According to our database1, Witold R. Rudnicki authored at least 35 papers between 1995 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Robust Data Integration Method for Classification of Biomedical Data.
J. Medical Syst., 2021

2020
Multidimensional Feature Selection and High Performance ParalleX - A tool for detection of informative variables for big data.
SN Comput. Sci., 2020

All-relevant feature selection using multidimensional filters with exhaustive search.
Inf. Sci., 2020

Data Integration Strategy for Robust Classification of Biomedical Data.
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.
Proceedings of the Trends and Innovations in Information Systems and Technologies, 2020

Super Learning with Repeated Cross Validation.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Analysis of Ensemble Feature Selection for Correlated High-Dimensional RNA-Seq Cancer Data.
Proceedings of the Computational Science - ICCS 2020, 2020

Bootstrap Bias Corrected Cross Validation Applied to Super Learning.
Proceedings of the Computational Science - ICCS 2020, 2020

Towards Prediction of Heart Arrhythmia Onset Using Machine Learning.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
MDFS: MultiDimensional Feature Selection in R.
R J., 2019

Prediction of the apple scab using machine learning and simple weather stations.
Comput. Electron. Agric., 2019

2018
MDFS - MultiDimensional Feature Selection.
CoRR, 2018

2016
Efficient implementation of the many-body Reactive Bond Order (REBO) potential on GPU.
J. Comput. Phys., 2016

2015
All Relevant Feature Selection Methods and Applications.
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.
BMC Syst. Biol., 2013

2011
The All Relevant Feature Selection using Random Forest
CoRR, 2011

Random forest models of the retention constants in the thin layer chromatography
CoRR, 2011

Design of the Efficient Archival Warehouse for Weather Forecast System.
Proceedings of the Information Technologies in Environmental Engineering, 2011

Towards Understanding Protein-Protein Interactions: The AI Approach.
Proceedings of the Emerging Intelligent Technologies in Industry, 2011

All That Jazz in the Random Forest.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Playing in Unison in the Random Forest.
Proceedings of the Security and Intelligent Information Systems, 2011

A Deceiving Charm of Feature Selection: The Microarray Case Study.
Proceedings of the Man-Machine Interactions 2, 2011

The Robust Models of Retention for Thin Layer Chromatography.
Proceedings of the Man-Machine Interactions 2, 2011

2010
Exploring utilisation of GPU for database applications.
Proceedings of the International Conference on Computational Science, 2010

Boruta - A System for Feature Selection.
Fundam. Informaticae, 2010

Application of Graphic Processors for Analysis of Biological Molecules.
ERCIM News, 2010

Random Musical Bands Playing in Random Forests.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

2009
The new SIMD Implementation of the Smith-Waterman Algorithm on Cell Microprocessor.
Fundam. Informaticae, 2009

Musical Instruments in Random Forest.
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.
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.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

2005
Soft Computing Approach to the Analysis of the Amino Acid Similarity Matrices.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

2000
Adding numbers with DNA.
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.
Comput. Chem., 1995


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