Tag Archives: sequential rule

How to Detect and Classify Metamorphic Malware with Sequential Pattern Mining (MalSPM)

Posted on 2023-03-18 by Philippe Fournier-Viger

Malware are malicious software that can harm computers and networks by stealing data, encrypting files, or damaging devices. Malware are a serious threat to cybersecurity, especially when they can change their appearance to evade detection by antivirus software. This is … Continue reading →

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How many association rules in a dataset?

Posted on 2022-01-16 by Philippe Fournier-Viger

This is a very short blog post about the calculation of the number of possible association rules in a dataset. I will assume that you know already what is association rule mining. Let’s say that you have a dataset that … Continue reading →

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(video) Mining Sequential Rules with RuleGrowth

Posted on 2018-12-26 by Philippe Fournier-Viger

This is a video presentation of the paper “Mining Partially-Ordered Sequential Rules Common to Multiple Sequences” about discovering sequential rules in sequences using the RuleGrowth algorithm. VIDEO LINK: https://www.philippe-fournier-viger.com/spmf/videos/rulegrowth.mp4 More information about the RuleGrowth algorithm are provided in this research paper: Fournier-Viger, P., Wu, C.-W., Tseng, V.S., Cao, L., Nkambou, R. (2015). Mining Partially-Ordered Sequential Rules Common to Multiple … Continue reading →

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