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Recent Posts
- An algorithm for Periodic Frequent Pattern Mining in Uncertain Databases (PPFP-Growth)
- SPMF v.2.67 is released! (major update)
- 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
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Tag Archives: pattern mining
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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SPMF’s architecture (3) The Preference Manager
This is the third of a series of blog posts about the architecture of the SPMF data mining library. Today, I will explain the role of another an internal module in SPMF, called the Preference Manager. This module is used … Continue reading
Posted in Data Mining, Data science, Java, open-source, Pattern Mining, spmf
Tagged architecture, data mining, java, open source, pattern mining, software, spmf
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SPMF’s architecture (2) The Main class and the Command Processor
In this blog post, I will continue explaining the architecture of the SPMF data mining library. In the previous post, I have introduced a key component of SPMF called the Algorithm Manager, which manages all the algorithms offered in SPMF. … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged architecture, data mining, data science, GPL, machine learning, open source, pattern mining, software, spmf
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SPMF’s architecture (1) The Algorithm Manager
In this new series of blog posts, I will talk about the architecture of the SPMF data mining library, and in particular, I will talk about the AlgorithmManager, which is a key component of SPMF, which manages all the algorithms … Continue reading
Posted in Data Mining, Data science, Java, open-source, Pattern Mining
Tagged architecture, data mining, data science, GPL, java, machine learning, open source, pattern mining, software, spmf
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How to call SPMF from Visual Basic .Net (VB)?
Today, I will explain how to use SPMF from Visual Basic .Net. Previously, I have explained how to call SPMF from C#, from R, from C++ (on Windows) and from Python. Requirements Let me first describe the requirements. It is … Continue reading
Posted in Data Mining, Data science, Pattern Mining, spmf
Tagged .net, apriori, data mining, data science, example, itemset mining, open source, pattern mining, spmf, visual basic
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How to call SPMF from a C++ Program (Windows)?
I will explain how to call SPMF from a C++ program for the Windows platform. If you are interested by other programming languages, you can check my previous blog posts, where I give examples of how to call SPMF from … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged apriori, C++, call spmf from C++, external program, itemset, pattern mining, spmf, windows
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How to call SPMF from Python (as an external program)?
In this blog post, I will explain how to call the SPMF data mining library from Python. Generally, there are two ways to call SPMF from Python. The first way is to use an unofficial Python wrapper for SPMF such as … Continue reading
How to call SPMF from C#?
This blog post is the first of a series of blog post on using SPMF from different programming languages. Today, I will explain how to call the SPMF data mining library from C#. In other blog posts, I explain how … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged apriori, apriori algorithm, c#, command line, data mining, data science, pattern mining, run an algorithm, spmf, tutorial
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New version of SPMF (2.58)
This is to announce that a new version of SPMF has been released on the 27th November 2022. This version has 7 new pattern mining algorithms: Besides, it has several new features such as: (1) An integrated text editor to … Continue reading
Posted in Data Mining, Data science, open-source, spmf
Tagged association rule, data mining, itemset mining, java, pattern mining, spmf, subgraph mining
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