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List of works by Krzysztof Gajowniczek

Data Mining Techniques for Detecting Household Characteristics Based on Smart Meter Data

article by Krzysztof Gajowniczek et al published 22 July 2015 in Energies

Electricity forecasting on the individual household level enhanced based on activity patterns.

scientific article

HOFS: Higher order mutual information approximation for feature selection in R

scientific article published in 2022

ImbTreeEntropy and ImbTreeAUC: Novel R Packages for Decision Tree Learning on the Imbalanced Datasets

scientific article published in 2021

Interactive Decision Tree Learning and Decision Rule Extraction Based on the ImbTreeEntropy and ImbTreeAUC Packages

scientific article published in 2021

Reducing False Arrhythmia Alarms Using Different Methods of Probability and Class Assignment in Random Forest Learning Methods

scientific article published on 02 April 2019

Semantic and Generalized Entropy Loss Functions for Semi-Supervised Deep Learning

scientific article published on 14 March 2020

Simulation Study on the Application of the Generalized Entropy Concept in Artificial Neural Networks

scientific article published on 03 April 2018

Weighted Quantile Regression Forests for Bimodal Distribution Modeling: A Loss Given Default Case

scientific article published on 13 May 2020

Weighted Random Forests to Improve Arrhythmia Classification

scientific article published on 03 January 2020

Whole Time Series Data Streams Clustering: Dynamic Profiling of the Electricity Consumption

scientific article published on 15 December 2020

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