Publications by Wojciech Hrycenko

Association Rules - Market Basket Analysis of Bakery Sales

1 Introduction The objective of this paper is to apply Association Rules to analyse Bakery basket sales data.The data set under scrutiny in this article is sourced from Kaggle (https://www.kaggle.com/datasets/akashdeepkuila/bakery).The dataset originates from “The Bread Basket,” a bakery situated in Edinburgh. It contains transaction detail...

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Dimension Reduction of Airline Passenger Satisfaction Data Project - Unsupervised Learning

1 Introduction The objective of this paper is to apply dimensionality reduction methods to analyze data related to the satisfaction of US airline passengers. The data set that will be the focus of this article is sourced from Kaggle (https://www.kaggle.com/datasets/teejmahal20/airline-passenger-satisfaction). The original data set comprises 25 ...

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Clustering Project - Unsupervised Learning

R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within...

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