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Recent Posts
- An EXE version of SPMF for Windows
- A First Release of SPMF-Server and SPMF-Server Clients
- CFP: Special session at SOMET 2026
- SPMF 2.65 is released!
- The Item-Itemset Matrix Viewer: a new feature in SPMF 2.65 (to be released)
- Merry X-Mas and Happy New year to SPMF users!
- The 1st HP4MoDa workshop was held at BIBM 2025
- Another release of SPMF: v2.64b
- A prototype of an improved GUI for the SPMF pattern mining software
- Upcoming in SPMF 2.64b : The “Pattern Diff Analyzer”
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Author Archives: Philippe Fournier-Viger
The top journals and conferences in data mining / data science
A key question for data mining and data science researchers is to know what are the top journals and conferences in the field, since it is always best to publish in the most popular journals or conferences. In this blog post, … Continue reading
Posted in Big data, Data Mining, Data science, Research
4 Comments
An introduction to periodic pattern mining
In this blog post I will give an introduction to the discovery of periodic patterns in data. Mining periodic patterns is an important data mining task as patterns may periodically appear in all kinds of data, and it may be desirable to find them … Continue reading
Posted in Big data, Data Mining, Data science, open-source, Research, Uncategorized, Utility Mining
29 Comments
An Introduction to Sequence Prediction
In this blog post, I will give an introduction to the task of sequence prediction, a popular data mining/machine learning task, which consist of predicting the next symbol of a sequence of symbols. This task is important as it have many … Continue reading
Posted in Big data, Data Mining, Data science, Research
Tagged open-source, prediction model, sequence, sequence prediction
9 Comments
Six important skills to become a succesful researcher
Today, I will discuss how to become a good researcher and what are the most important skills that a researcher should have. This blog post is aimed at young Master degree students and Ph.D students, to provide some useful advice … Continue reading
Posted in General, Research
61 Comments
Finding a Data Scientist Unicorn or building a Data Science Team?
In recent months/years, many blog posts have been trending on the social Web about what is a “data scientist“, as this term has become very popular. As there is much hype about this term, some people have even jokingly said that … Continue reading
Posted in Big data, Data Mining, Data science
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Brief report about the ACM SAC 2016 conference
Last week, I have attended the ACM SAC 2016 conference (31st ACM Symposium on Applied Computing). It was held in Pisa, Italy from the 4th to the 8th April 2016. In this blog post, I will briefly discuss this conference. About … Continue reading
Posted in Big data, Conference, Data Mining, Research, Uncategorized
3 Comments
News about SPMF
Some quick news about the SPMF project. First, this month I have made a few updates to SPMF. Two new algorithms have been added: USpan (for high-utility sequential pattern mining) and FCHM (for correlated high utility itemset mining). Moreover, I have fixed … Continue reading
SPMF data mining library 0.98: new pattern visualization window
This blog post is to let you know that I have just published a new version of the SPMF open-source Java data mining library (0.98) that offers a new window for visualizing the patterns found by data mining algorithms. This … Continue reading
Posted in Data Mining, General, open-source, Research, spmf
Tagged big data, data mining, GPL, library, open-source, spmf
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The ADMA 2015 conference has been cancelled
Recently I have submitted a few papers to the ADMA 2015 conference (11th conference on Advanced Data Mining and Applications, which was supposed to be held at Fudan university, China in January 2016 (despite being named 2015). The website of ADMA 2015 conference ( … Continue reading
Posted in Big data, Conference, Data Mining
5 Comments
Interview with the SPMF library founder
Today, I will just write a short blog post to let you know that I was recently interviewed on Rahaman’s blog. The interview talks about various topics such as (1) why creating the SPMF data mining library, (2) why choosing to work in … Continue reading
Posted in Big data, Data Mining, Data science, Research, spmf
Tagged big data, data mining, pattern mining, spmf
2 Comments