342 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of WarsawPL53 papers
- Durham UniversityGB15 papers
- Polish Academy of SciencesPL9 papers
- Chinese Academy of SciencesCN7 papers
- National Astronomical ObservatoriesCN7 papers
- Institute of High Pressure PhysicsPL5 papers
- University of PortsmouthGB5 papers
- University of GroningenNL4 papers
- University of Zielona GóraPL4 papers
- Warsaw University of TechnologyPL4 papers
- Institute of PhysicsPL3 papers
- Nicolaus Copernicus Astronomical CenterPL3 papers
4 papers · 1 filter
Kendall transformation: a robust representation of continuous data for information theory
Miron Bartosz Kursa
Kendall transformation is a conversion of an ordered feature into a vector of pairwise order relations between individual values. This way, it preserves ranking of observations and…
A Comparison of Random Forests and Ferns on Recognition of Instruments in Jazz Recordings
Alicja A. Wieczorkowska, Miron B. Kursa
In this paper, we first apply random ferns for classification of real music recordings of a jazz band. No initial segmentation of audio data is assumed, i.e., no onset, offset, nor…
Robustness of Random Forest-based gene selection methods
Miron B. Kursa
Gene selection is an important part of microarray data analysis because it provides information that can lead to a better mechanistic understanding of an investigated phenomenon. A…
rFerns: An Implementation of the Random Ferns Method for General-Purpose Machine Learning
Miron B. Kursa
In this paper I present an extended implementation of the Random ferns algorithm contained in the R package rFerns. It differs from the original by the ability of consuming categor…