List of works - Miron Bartosz Kursa

A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings

scientific article published in 2012

A Deceiving Charm of Feature Selection: The Microarray Case Study

scientific article published in 2011

A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes.

scientific article published on 08 October 2015

All That Jazz in the Random Forest

scientific article published in 2011

Boruta – A System for Feature Selection

scientific article published in 2010

Cascade of vortex loops initiated by a single reconnection of quantum vortices

scientific article

Distinct characteristics of multisystem inflammatory syndrome in children in Poland

scientific article published on 7 December 2021

Distinct circuits in rat central amygdala for defensive behaviors evoked by socially signaled imminent versus remote danger

scientific article published in June 2021

Efficient All Relevant Feature Selection with Random Ferns

scientific article published in 2017

Feature Selection with the Boruta Package

scientific article published in 2010

Fully Automatic Classification of Flow Cytometry Data

scientific article published in 2018

Inferring causal molecular networks: empirical assessment through a community-based effort

scientific article

Inter-individual differences in serotonin and glutamate co-transmission reflect differentiation in context-induced conditioned 50-kHz USVs response after morphine withdrawal

scientific article published on 17 May 2018

Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings

scientific article published in 2014

Musical Instruments in Random Forest

Non-parametric analysis of neurochemical effects and Arc expression in amphetamine-induced 50-kHz ultrasonic vocalization.

scientific article published on 8 June 2016

Playing in Unison in the Random Forest

scientific article published in 2012

Praznik: High performance information-based feature selection

scientific article published in December 2021

Pro-inflammatory cytokines, but not brain- and extracellular matrix-derived proteins, are increased in the plasma following electrically induced kindling of seizures

scientific article published on 30 December 2020

Prolonged Consumption of Sweetened Beverages Lastingly Deteriorates Cognitive Functions and Reward Processing in Mice

scientific article published on 7 September 2021

Random Musical Bands Playing in Random Forests

scientific article published in 2010

Relaying Aversive USVs Alarm Calls Depends on the Previous Experience. Empathy, Social Buffering or Panic?

scientific article published on 6 May 2021

Relaying Aversive Ultrasonic Alarm Calls Depends on Previous Experience. Empathy, Social Buffering, or Panic?

Robustness of Random Forest-based gene selection methods.

scientific article published on 13 January 2014

Social deprivation substantially changes multi-structural neurotransmitter signature of social interaction: Glutamate concentration in amygdala and VTA as a key factor in social encounter-induced 50-kHz ultrasonic vocalization

scientific article published on 07 July 2020

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

Utilising numerical weather forecast for planning electricity production in cogeneration plant

Vortex loops cascade as a channel of quantum turbulence decay

scientific article

rFerns : An Implementation of the Random Ferns Method for General-Purpose Machine Learning

scientific article published in 2014

List of works by Miron Bartosz Kursa

A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings

A Deceiving Charm of Feature Selection: The Microarray Case Study

A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes.

All That Jazz in the Random Forest

Boruta – A System for Feature Selection

Cascade of vortex loops initiated by a single reconnection of quantum vortices

Distinct characteristics of multisystem inflammatory syndrome in children in Poland

Distinct circuits in rat central amygdala for defensive behaviors evoked by socially signaled imminent versus remote danger

Efficient All Relevant Feature Selection with Random Ferns

Feature Selection with the Boruta Package

Fully Automatic Classification of Flow Cytometry Data

Inferring causal molecular networks: empirical assessment through a community-based effort

Inter-individual differences in serotonin and glutamate co-transmission reflect differentiation in context-induced conditioned 50-kHz USVs response after morphine withdrawal

Multi-label Ferns for Efficient Recognition of Musical Instruments in Recordings

Musical Instruments in Random Forest

Non-parametric analysis of neurochemical effects and Arc expression in amphetamine-induced 50-kHz ultrasonic vocalization.

Playing in Unison in the Random Forest

Praznik: High performance information-based feature selection

Pro-inflammatory cytokines, but not brain- and extracellular matrix-derived proteins, are increased in the plasma following electrically induced kindling of seizures

Prolonged Consumption of Sweetened Beverages Lastingly Deteriorates Cognitive Functions and Reward Processing in Mice

Random Musical Bands Playing in Random Forests

Relaying Aversive USVs Alarm Calls Depends on the Previous Experience. Empathy, Social Buffering or Panic?

Relaying Aversive Ultrasonic Alarm Calls Depends on Previous Experience. Empathy, Social Buffering, or Panic?

Robustness of Random Forest-based gene selection methods.

Social deprivation substantially changes multi-structural neurotransmitter signature of social interaction: Glutamate concentration in amygdala and VTA as a key factor in social encounter-induced 50-kHz ultrasonic vocalization

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

Vortex loops cascade as a channel of quantum turbulence decay

rFerns : An Implementation of the Random Ferns Method for General-Purpose Machine Learning