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Recent Posts
- Brief report about EITCE 2021
- CFP: The 1st Workshop on Pattern Mining and Machine Learning in Big Complex Database
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- Brief report about the DEXA 2021 and DAWAK 2021 conferences
- Finding short high utility itemsets!
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- Brief report about the ECML PKDD 2021 conference
- An Introduction to High Utility Quantitative Itemset Mining
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- Philippe Fournier-Viger on A Brief Report about ACIIDS 2021 (13th Asian Conference on Intelligent Information and Database Systems)
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
- Philippe Fournier-Viger on Discovering Alarm Correlation Rules for Network Fault Management (video)
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
- Finding short high utility itemsets! | The Data Mining Blog on An Overview of Pattern Mining Techniques
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Author Archives: Philippe Fournier-Viger
SPMF 2.48 + The Pattern Mining Wiki
Hi all, I have not been very active on the blog during the last month. This is because I had many thinsg going on in my personal and professional life that I will not reveal here. But I will be … Continue reading
Posted in Machine Learning, Pattern Mining, Website
Tagged mlise, pattern mining, pattern mining wiki, spmf, wiki
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Brief report about ICIVIS 2021 (Int. Conference on Image, Vision and Intelligent system)
This week-end, I have attended the International Conference on Image, Vision and Intelligent system from 18 to 20 June 2021 in Changsha city, China. It is a medium-sized conference (about 100 participants) but It is well-organized, and there was many … Continue reading
Posted in Academia, artificial intelligence, Conference, Machine Learning
Tagged changsha, china, computer vision, conference, icivis, image, machine learning
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Key Papers about High Utility Itemset Mining
In this blog post, I will talk about the most important algorithms for high utility itemset mining. I will present a list of algorithms that is of course subjective (according to my opinion). I did not list all the papers of … Continue reading
Key Papers about Periodic Pattern Mining
In this blog post, I will list the key algorithms for periodic itemset mining (according to me) with comments about their contributions. Of course, this list is subjective. I did not list all the papers of all authors but I … Continue reading
Posted in Uncategorized
Tagged periodic itemset, periodic pattern, periodic pattern mining, periodicity, pfpm
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Approximate Algorithms for High Utility Itemset Mining
On this blog, I have previously given an introduction to a popular data mining task called high utility itemset mining. Put simply, this task aims at finding all the sets of values (items) that have a high importance in a … Continue reading
Posted in Pattern Mining, Utility Mining
Tagged bat algorithm, Bpso, genetic algorithm, hill climbing, HUIM-GA, itemset mining, pso, simulated annealing, utility mining
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UDML 2021 @ ICDM 2021
Hi all, This is to let you know that the UDML workshop on utility driven mining and learning is back again this year at ICDM, for the fourth edition. The topic of this workshop is the concept of utility in … Continue reading
Posted in Big data, cfp, Conference, Data Mining, Utility Mining
Tagged cfp, data mining, icdm, icdm conference, machine learning, udml, utility mining, workshop
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MLiSE 2021 @ PKDD 2021 – a new workshop!
I am glad to announce that I am co-organizing a new workshop called MLiSE 2021 (1st international workshop on Machine Learning in Software Engineering), held in conjunction with the ECML PKDD 2021 conference. Briefly, the aim of this workshop is … Continue reading
Posted in artificial intelligence, Big data, cfp, Conference, Machine Learning
Tagged artificial intelligence, cfp, data, data mining, machine learning, mlise, pkdd, pkdd 2021, software engineering, workshop
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Mining Episode Rules (video)
In this blog post, I will share the video of our most recent data mining paper presented last week at ACIIDS 2021. It is about a new algorithm named POERM for about analyzing sequences of events or symbols. The algorithm will find rules … Continue reading
Posted in Big data, Data Mining, Machine Learning, Video
Tagged aciids 2021, data mining, episode, episode rule, machine learning, pattern mining, video
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A Brief Report about ACIIDS 2021 (13th Asian Conference on Intelligent Information and Database Systems)
In this blog post, I will give a brief report about the ACIIDS 2021 conference, that I am attending from April 7–10, 2021. What is ACIIDS? ACIIDS is an international conference focusing on intelligent information and database systems. The conference … Continue reading