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Tag Archives: data mining
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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Some interesting statistics about SPMF
While I am preparing the next version of Java SPMF data mining software (2.60), here are some interesting statistics about the project, that I have generated directly from the metadata provided by SPMF. Here it is: The number of algorithms … Continue reading
Posted in Data Mining, Data science, spmf
Tagged big data, data mining, data science, itemset mining, pattern mining, spmf
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Sneak peak at the new user interface of SPMF (part 3)
Today, I would like to talk to you about another upcoming feature of the next version of SPMF (2.60), which will be released soon. It will be a Workflow Editor that will allow the user to select multiple algorithms from … Continue reading
Posted in Data Mining, open-source, spmf
Tagged algorithm, association rule, data, data mining, graph mining, gui, itemset, pattern, pattern mining, sequential pattern mining, 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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UDML 2024 Accepted papers
Today, I want to talk to you about the upcoming UDML 2024 workshop at the PAKDD 2024 conference. This year is the 6th edition of the UDML workshop. I am happy to say that this year, we received a record … Continue reading
Posted in Conference, Data Mining, Data science, Pattern Mining, Utility Mining
Tagged data mining, itemset mining, pakdd, pattern mining, udml, workshop
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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
UDML 2024 @ PAKDD 2024 (deadline extended)
This is a short blog post to let you know that the deadline for submitting your papers to the UDML 2024 workshop at the PAKDD 2024 conference has been extended to the 7th February. Website: https://www.philippe-fournier-viger.com/utility_mining_workshop_2024/ Note that this year, … Continue reading
Posted in cfp
Tagged big data, cfp, data, data mining, machine learning, pakdd, udml
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A new survey paper on episode mining!
I am pleased to announce today that my collaborators and I have published a new survey paper about episode mining to give an introduction to this nice and interesting subfield of pattern mining. To our knowledge this is the most … Continue reading
Posted in Data Mining, Data science, Pattern Mining
Tagged data mining, data science, episode, episode mining, event sequence, pattern mining, sequence, survey
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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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(video) The EFIM algorithm
Here is a new video that I have recorded to explain the EFIM algorithm for high utility itemset mining. You can watch the video here. Related to this, if you want to try the EFIM algorithm, the original source code … Continue reading