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Recent Posts
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- SPMF 2.62 is released!
- My research is open-source
- Two new shopping datasets with taxonomy
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- CSRankings: still a biased ranking
- The story of the most influential paper award of PAKDD 2024
- A brief report about PAKDD 2024
- Report on the UDML 2024 workshop @ PAKDD 2024
- Upcoming SPMF features for v.2.62 – More Dataset Stats Tools
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Tag Archives: open source
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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My research is open-source
Since the last decade, I have taken the decision to publish most of the algorithms that I develop in my research, freely, as part of the open-source SPMF data mining software that I have founded. The goal is that anyone … Continue reading
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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Sneak peak at the new user interface of SPMF (part 2)
Today, I will continue to show you some upcoming features of SPMF 2.60, on which some work is ongoing. This new version of SPMF should be released in the coming weeks. The new feature that I will talk about today … Continue reading
Posted in spmf
Tagged algorithm, data mining, episode, episode mining, event sequence, open source, pattern mining, patterns, spmf, time interval data, timeline, timeline viewer, tirp, visualization
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SPMF 2.60 is coming soon!
Today, I want to talk a little bit about the next version of SPMF that is coming very soon. Here is some highlights of the upcoming features: 1) A Memory Viewer to help monitor the performance of algorithms in real-time: … Continue reading
SPMF: upcoming feature: The Memory Viewer
Today, I would like to introduce an upcoming feature that will be released in the next version of SPMF (v. 2.60). It is a tool called the Memory Viewer. This tool is very simple yet useful for investigating the performance … Continue reading
Posted in Data Mining, Data science, open-source, Pattern Mining, spmf
Tagged data mining, data science, java, memory, open source, pattern, pattern mining, spmf
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What is a Closed Itemset and Why is it Useful?
In this blog post, I will explain in simple terms what is a closed itemset and give some examples. I will also mention a few algorithms that can be used to find closed itemsets and that they can be found … Continue reading
Posted in Data Mining, Data science, Pattern Mining
Tagged association rule, closed itemset, closed pattern, data mining, frequent itemset, itemset, itemset mining, java, open source, pattern mining, spmf
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SPMF’s architecture (5) The Graphical User Interface
This is the fifth post of a series of blog posts about the architecture of the SPMF data mining library. Today, I will specifically talk about the graphical user interface of SPMF, its main components and how it interacts with … Continue reading
Posted in Data Mining, Data science, Java, open-source, spmf
Tagged architecture, data mining, data science, graphical user interface, gui, java, open source, pattern mining, software, spmf
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SPMF’s architecture (4) The MemoryLogger
Today, I will continue the series of blog posts to explain the architecture of the SPMF data mining library, and I will talk in particular about a module in SPMF called the MemoryLogger. This module is responsible for recording the … Continue reading
Posted in Data Mining, Data science, open-source, Pattern Mining, spmf
Tagged data mining, data science, GPL, java, open source, pattern mining, software, spmf
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