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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 Controversy around Extreme Learning Machines (ELM) and related models
Today, I will talk about an interesting topic in academia which is the controversy around ELM (Extreme Learning Machine) and its origins. This has been a hot topic of discussion in the field of machine learning for more than a … Continue reading
Discovering Alarm Correlation Rules for Network Fault Management (video)
In this blog post, I will share the video of our new paper about analyzing alarms in telecomunication networks presented at the AIOPS 2020 workshop. This work is part of an industrial collaboration project. The motivation for this project is … Continue reading
Posted in Data Mining, Data science, Video
Tagged alarm, network, pattern mining, rules, telecommunication network
5 Comments
Merry Christmas and Happy New Year!
Today, I would like to wish all readers of this blog and users of my SPMF data mining software a merry Christmas and a happy new year! This year has been a special year due to the worldwide pandemic with … Continue reading
Conference Badges: the Best and the Worst
Today, I talk about my collection of conference badges that I have collected since I was a PhD student till today. I have attended over 50 events and have kept all of the conference badges except maybe one or two. … Continue reading
Posted in Academia, Conference, General, Research
Tagged badge, best, conference, worst
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Real Conferences VS Virtual Conferences
Year 2020 is soon ending, and it has been a quite special year due to the coronavirus pandemic around the world. This has forced many researchers to work from home, and to cancel or change their research travel plans. Moreover, … Continue reading
Posted in Academia, Conference
Tagged academia, conference, online conference, real conference, virtual conference
1 Comment
How to prepare your thesis defense?
Today, I will talk about an important topic for graduate students, which is how to prepare for your thesis defense. I will explain what should be done to prepare yourself well., and also talk about my experience as student and … Continue reading
The importance of explainable data science and machine learning models
In this blog post, I will talk about an important concept, which is often overlooked in data mining and machine learning: explainability. To discuss this topic, it is necessary to first remember what is the goal of data mining and machine learning. The goal of data mining is … Continue reading
Brief Report about IEEE ICDM 2020
In this blog post, I will talk about the IEEE ICDM 2020 conference that I have attended virtually. The conference was supposed to be held in Italy but due to the coronavirus pandemic, it was held online. About the ICDM … Continue reading
Posted in Big data, Conference, Data Mining, Machine Learning
Tagged big data, conference, data, data mining, icdm, icdm 2020, ieee icdm, machine learning, udml, workshop
6 Comments
Is it a good to change research area?
In this blog post, I will talk about changing to another research area for researchers and what it implies. Moreover, I will talk about what is a good research area, and the importance of continuity for researchers. I will also … Continue reading
Posted in Academia, General, Research
Tagged phd, Research, research area, researcher
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How to write the cover letter for a journal paper?
In this blog post, I will talk about how to write a cover letter for a journal paper. This is an important topic for researchers swho submit research papers to journals, as many journals require to write and submit a … Continue reading
Posted in Academia, Research
Tagged academia, academic journal, article, cover letter, journal article, journal paper, Research, writing
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