Tag Archives: source code

Introduction to the Apriori algorithm (with Java code)

This blog post provides an introduction to the Apriori algorithm, a classic data mining algorithm for the problem of frequent itemset mining. Although Apriori was introduced in 1993, more than 20 years ago, Apriori remains one of the most important data mining algorithms, not … Continue reading

Posted in Big data, Data Mining, Data science, Open-source | Tagged , , , , , | Leave a comment

An Introduction to High-Utility Itemset Mining

In this blog post, I will give an introduction about a popular problem in data mining, which is called “high-utility itemset mining” or more generally utility mining. I  will give an overview of this problem, explains why it is interesting, and provide source code of … Continue reading

Posted in Data Mining, Research, Utility Mining | Tagged , , , , , , , , , | 90 Comments

How to encourage data mining researchers to share their source code and datasets?

A few months ago, I wrote a popular blog post on this blog about why it is important to publish source code and datasets for researchers“.  I explained several advantages that researchers can get by sharing the source code of … Continue reading

Posted in Data Mining, Research | Tagged , , , | Leave a comment

Why it is important to publish source code and datasets for researchers?

Today, I will discuss about why it is important that researchers share their source code and data. As some of you know, I’m working on the design of data mining algorithms. More specifically, I’m working on algorithms for discovering patterns … Continue reading

Posted in Research | Tagged , , , , , , | 5 Comments