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Category Archives: Utility Mining
Upcoming book: High Utility Itemset Mining: Theory, Algorithms and Applications
I am happy to announce that the draft of the book about high utility pattern mining has been finalized and submitted to the publisher (Springer). It should thus be published in the very near future. The book contains 12 chapters written … Continue reading
Posted in Big data, Data Mining, Data science, Pattern Mining, Utility Mining
Tagged algorithms, big data, book, data mining, data science, highutility mining, pattern mining
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Program of the first UtilityDriven Mining Workshop (UDM 2018 at KDD 2018)
As you may know, I am one of the four coorganizers of the first international Workshop on UtilityDriven Mining (UDM2018), which will be held at KDD 2018 in London, England this August. I am quite excited about this workshop, and in … Continue reading
Posted in artificial intelligence, Big data, Conference, Data Mining, Utility Mining
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KDD 2018 workshop on utilitydriven mining
In this blog post, I will present the upcoming 1st International Workshop on UtilityDriven Mining, which will be held in conjunction with the 24th ACM SIGKDD Conference (KDD 2018), on the 20th August 2018 in London (United Kingdom). This KDD workshop … Continue reading
Posted in Conference, Research, Utility Mining
Tagged conference, kdd, kdd 2018, utility, utility mining, workshop
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Call for chapters: High Utility Pattern Mining, the book
CALL FOR CHAPTERS HighUtility Pattern Mining: Theory, Algorithms and Applications Editors: Philippe FournierViger, ChunWei Lin, Roger Nkambou, Bay Vo An edited book to be published by Springer in 2018 Introduction This book will provide an introduction to the high utility mining, reviews stateoftheart … Continue reading
An introduction to periodic pattern mining
In this blog post I will give an introduction to the discovery of periodic patterns in data. Mining periodic patterns is an important data mining task as patterns may periodically appear in all kinds of data, and it may be desirable to find them … Continue reading
Posted in Big data, Data Mining, Data science, Opensource, Research, Utility Mining
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An Introduction to HighUtility Itemset Mining
In this blog post, I will give an introduction about a popular problem in data mining, which is called “highutility 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 data mining, datasets, frequent pattern mining, highutility mining, itemset mining, java, opensource, source code, spmf, utility mining
121 Comments