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Today, I want to share with you the video presentation that I have prepared for my paper at PAKDD 2020. It presents a new problem where we want to discover locally trending high utility itemsets (LTHUIs). A LTHUI is a … Continue reading
Category Archives: Utility Mining
Hi all, This is to let you know the good news that the UDML workshop on Utility Driven Mining and Learning will be back this year, at IEEE ICDM 2020, for the third edition (UDML 2020). This is a good … Continue reading
In this blog post, I will share another talk that I have recorded recently. This time, I will explain a new paper from my team about discovering cost-effective patterns using some algorithms called CEPB and CEPN. Mining cost-effective patterns is … Continue reading
This is to let you know that the new book on high utility pattern mining is out. It is a 337 pages book containing 12 chapters about various topics related to discovering patterns of high utility in databases. It contains … Continue reading
This is a video presentation of the paper “Mining Correlated High-Utility Itemsets Using the bond Measure” about correlated high utility pattern mining using FCHM. More information about the FCHM algorithm are provided in this research paper: Fournier-Viger, P., Zhang, Y., Lin, J. C.-W., Dinh, … Continue reading
This is a video presentation of the paper “Mining Minimal High Utility Itemsets” about high utility itemset mining using MinFHM. It is the first video of a series of videos that will explain various data mining algorithms. (link to download … Continue reading
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
As you may know, I am one of the four co-organizers of the first international Workshop on Utility-Driven 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
In this blog post, I will present the upcoming 1st International Workshop on Utility-Driven 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
CALL FOR CHAPTERS High-Utility Pattern Mining: Theory, Algorithms and Applications Editors: Philippe Fournier-Viger, Chun-Wei 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 state-of-the-art … Continue reading