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Recent Posts
- Upcoming feature of SPMF 2.67: explicit input and output file types
- CFP: Special issue on Energy-aware Artificial Intelligence
- Performance of Java vs Python for Sequential Pattern Mining (CM-SPAM)
- SPMF v2.66 is released
- Two upcoming workshops on bioinformatics and machine learning / pattern mining
- Upcoming SPMF 2.66 feature: Improved Workflow Editor
- Upcoming feature of SPMF 2.66 : Visual Pattern Viewer
- Improved Visual Pattern Viewer with Pagination in SPMF 2.66
- Improved user interface in SPMF v.2.66 (part 2)
- Improved user interface in SPMF 2.66
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Category Archives: spmf
A new version of SPMF (v2.64, november 2025)!
Today, I am happy to announce that a new version of the SPMF data mining library has been released. It introduces five new algorithms: Besides, some various other improvements have been made to the SPMF software, including a new tool … Continue reading
Posted in spmf, Uncategorized
Tagged carpenter algorithm, closed itemset, compressing pattern, data mining, itemset, maximal itemset, pattern mining, software, spmf
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New version of SPMF: 2.63!
This is just a short blog post to let you know that SPMF 2.63 is released on the SPMF website, with some new features such as the Visual Pattern Viewer (to display patterns visually), and also some new algorithms and … Continue reading
Update on SPMF next version: the visual pattern viewer
I am still working on the upcoming version of SPMF. There is still much work todo. Following the previous post, I would like to give you a glimpse of the new visual pattern viewer that is under development for SPMF. … Continue reading
Posted in Pattern Mining, spmf
Tagged data mining, efficient, fast, itemset, open source, pattern mining, sequential pattern, sequential rule, software, spmf
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An Improved Pattern Viewer
Today, I will talk about some features of the upcoming version of SPMF 2.63 that I am working on and is planned for release next month. Improved Pattern Visualizer window The first feature is an improvement of the Pattern Viewer … Continue reading
Posted in Data Mining, Data science, Java, open-source, Pattern Mining, spmf
Tagged association rules, itemset, java, library, open source, pattern mining, pattern viewer, pattern visualization, patterns, software, spmf
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Merry X-mas and Happy New Year!
Today, it is just a short blog post to wish happy holidays, merry X-mas and Happy New Year to all users and developers of SPMF, from all around the world! More surprises will come for 2025. I am currently ending … Continue reading
SPMF 2.62 is released!
This is a short blog post to announce that SPMF 2.62 is released, and can be downloaded from the SPMF website‘s download page. The previous version of SPMF (2.60) introduced a lot of new features, also with some code refactoring, … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged association rule, data mining, itemset mining, java, new version, open source, pattern mining, spmf
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Two new shopping datasets with taxonomy
This is just to let you know that I have added two new transaction datasets to the SPMF datasets webpage: Those are two customer transaction datasets obtained by transforming the data from the instacart competition that was held on Kaggle in 2017. … Continue reading
Posted in Database, Pattern Mining, spmf
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SPMF: bug fix about screen resolution
Hi all, this is just to let you know that I found that there was a problem with the user interface of SPMF on low resolution screens in the update 2.60. The table for setting the parameters of algorithms was … Continue reading
Posted in Pattern Mining, spmf
Tagged data mining, open source, pattern mining, software, spmf
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SPMF 2.60 is released!
This is a short message today to announce that the new version of SPMF 2.60 is finally released! This is a major version as it contains many new things. The full lists of changes can be found on the download … Continue reading
Posted in Data Mining, Data science, Java, Pattern Mining, spmf
Tagged algorithms, data mining, data science, fast, implementations, java, open source, pattern mining, software, spmf
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How to download an offline copy of the SPMF documentation?
Today, I will show you how to download an offline copy of the SPMF documentation. In the upcoming version 2.60 of SPMF, you can run this algorithm to open the windows of developpers tools: Then you can click here to … Continue reading
Posted in spmf
Tagged data mining, documentation, java, pattern mining, python, software, spmf
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