List of works - Witold R Rudnicki

A Deceiving Charm of Feature Selection: The Microarray Case Study

scientific article published in 2011

A mezoscopic model of nucleic acids. Part 1. Lagrangian and quaternion molecular dynamics.

scientific article published in June 2000

A mezoscopic model of nucleic acids. Part 2. An effective potential energy function for DNA.

scientific article published in June 2000

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

scientific article

All That Jazz in the Random Forest

scientific article published in 2011

Amino acid properties conserved in molecular evolution

scientific article

Boruta – A System for Feature Selection

scientific article published in 2010

DiSCaMB: a software library for aspherical atom model X-ray scattering factor calculations with CPUs and GPUs.

scientific article published in February 2018

Estimate of Covid-19 prevalence using imperfect data

scientific article published on 18 April 2020

Feature Selection with the Boruta Package

scientific article published in 2010

Hydration free energy of a Model Lennard-Jones solute particle: microscopic Monte Carlo simulation studies, and interpretation based on mesoscopic models

scientific article published on 01 February 2008

Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival

scholarly article by Aneta Polewko-Klim et al published 20 September 2018 in Biology Direct

Musical Instruments in Random Forest

Parallel Implementation of a Sequential Markov Chain in Monte Carlo Simulations of Physical Systems with Pairwise Interactions

scientific article published on 12 April 2019

Playing in Unison in the Random Forest

scientific article published in 2012

Random Musical Bands Playing in Random Forests

scientific article published in 2010

The Robust Models of Retention for Thin Layer Chromatography

scientific article published in 2011

Towards Understanding Protein-Protein Interactions: The AI Approach

scientific article published in 2011

List of works by Witold R Rudnicki

A Deceiving Charm of Feature Selection: The Microarray Case Study

A mezoscopic model of nucleic acids. Part 1. Lagrangian and quaternion molecular dynamics.

A mezoscopic model of nucleic acids. Part 2. An effective potential energy function for DNA.

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

All That Jazz in the Random Forest

Amino acid properties conserved in molecular evolution

Boruta – A System for Feature Selection

DiSCaMB: a software library for aspherical atom model X-ray scattering factor calculations with CPUs and GPUs.

Estimate of Covid-19 prevalence using imperfect data

Feature Selection with the Boruta Package

Hydration free energy of a Model Lennard-Jones solute particle: microscopic Monte Carlo simulation studies, and interpretation based on mesoscopic models

Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival

Musical Instruments in Random Forest

Parallel Implementation of a Sequential Markov Chain in Monte Carlo Simulations of Physical Systems with Pairwise Interactions

Playing in Unison in the Random Forest

Random Musical Bands Playing in Random Forests

The Robust Models of Retention for Thin Layer Chromatography

Towards Understanding Protein-Protein Interactions: The AI Approach

Utilising numerical weather forecast for planning electricity production in cogeneration plant