Search Results for author: Krzysztof Zaremba

Found 4 papers, 0 papers with code

Electron Neutrino Classification in Liquid Argon Time Projection Chamber Detector

no code implementations3 May 2015 Piotr Płoński, Dorota Stefan, Robert Sulej, Krzysztof Zaremba

The classifier is learned with a constructed feature descriptor to decide whether the images represent the electron neutrino or cascade produced by photons.

Classification General Classification

Image Segmentation in Liquid Argon Time Projection Chamber Detector

no code implementations27 Feb 2015 Piotr Płoński, Dorota Stefan, Robert Sulej, Krzysztof Zaremba

The Liquid Argon Time Projection Chamber (LAr-TPC) detectors provide excellent imaging and particle identification ability for studying neutrinos.

Semantic Segmentation

Improving Performance of Self-Organising Maps with Distance Metric Learning Method

no code implementations4 Jul 2014 Piotr Płoński, Krzysztof Zaremba

In order to change the metric of the SOM we applied a distance metric learning method, so-called 'Large Margin Nearest Neighbour'.

General Classification Metric Learning

Visualizing Random Forest with Self-Organising Map

no code implementations26 May 2014 Piotr Płoński, Krzysztof Zaremba

The popular technique to look inside the RF model is to visualize a RF proximity matrix obtained on data samples with Multidimensional Scaling (MDS) method.

Classification General Classification

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