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Recent Posts
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- Sneak peak at the new user interface of SPMF (part 2)
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- UDML 2024 Accepted papers
- SPMF 2.60 is coming soon!
- The importance of using standard terminology in research papers
- UDML 2024 @ PAKDD 2024 (deadline extended)
- Your social network on DBLP as a graph
- Call for papers: UDML 2024 workshop @ PAKDD 2024
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Category Archives: Data Mining
(videos) Introduction to sequential rule mining + the CMRules algorithm
I have made two new videos to explain interesting topics about pattern mining. The first video is an introduction to sequential rule mining, while the second video explains in more details how the CMRules algorithm for sequential rule mining works! … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged cmrules, data mining, pattern mining, sequential rule mining, video
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Brief report about the DASFAA 2022 conference
This week, I am attending the DASFAA 2022 conference, which is held online from the 11th to the 14th April 2022. In this blog post, I will talk about this event, and will update the blog through the conference. DASFAA … Continue reading
Posted in Conference, Data Mining
Tagged big data, conference, dasfaa, dasfaa 2022, data, data mining, database, database systems
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CFP: DSSBA 2022 @ IEEE DSAA
Special Session on Data Science for Social and Behavioral Analytics This is to let you know that I co-organize a special session called DSSBA 2022 at the IEEE DSAA 2022 conference, and we need your papers ;-). This special session … Continue reading
Posted in cfp, Conference, Data Mining, Data science
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The PrefixSpan algorithm (video)
I have posted a new video about pattern mining, explaining the PrefixSpan algorithm. It assumes that you know already what is sequential pattern mining. If you are not familiar with sequential pattern mining, you can first watch my video Introduction … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged algorithm, data mining, pattern mining, prefixspan, sequential pattern mining, video
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How to call SPMF from another Java program as an external program?
This is a short blog post where I will explain how to call SPMF as an external program from another Java program to execute an algorithm. Before we start, it should be said that there are multiple ways to use … Continue reading
New videos about pattern mining
Today, I share with you some new videos that I have recorded about pattern mining. The first videos gives an introduction to some important topics: sequential pattern mining, frequent subgraph mining and high utility itemset mining, while the lastvideo explains … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged data mining, data science, Eclat, frequent subgraph, graph, introduction, itemset, pattern mining, sequential pattern, video
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SPMF 2.52 is released
This is just a short blog post to let you know that a new version of the SPMF library has been released, called version 2.52. This new version contains two new algorithms for high utility itemset mining and one for … Continue reading
Posted in Data Mining, open-source, Pattern Mining, spmf, Utility Mining
Tagged data mining, episode, itemset, open-source, pattern mining, release, software, spmf, utility
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Typhoon Path Prediction using Deep Learning
Typhoons can be very destructive. Predicting their paths is important to be prepared when they arrive. In this blog post, I will talk briefly about an applied research topic which is to predict the paths of typhoons. This blog post … Continue reading
Brief report about ADMA 2021
This week, I have attended the 16th International Conference on Advanced Data Mining and Applications (ADMA 2021) conference, which is held online due to the COVID pandemic. What is ADMA ? ADMA is a medium-scale conference that focus on data science and its … Continue reading
Posted in Big data, Conference, Data Mining, Data science
Tagged adma, artificial intelligence, big data, data mining, data science, machine learning, pattern mining
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(video) TKQ : Top-K Quantitative High Utility Itemset Mining
In this blog post, I will share a short video about a new algorithms for top-k quantitative high utility itemset mining, which will be presented at ADMA 2021. Here is the link to watch the paper presentation:https://www.philippe-fournier-viger.com/spmf/videos/poerm_video.mp4 And here is the … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged high utility itemset mining, itemset, pattern, pattern mining, utility, utility mining, video
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