Archives
Categories
 Academia (69)
 artificial intelligence (33)
 Big data (75)
 cfp (6)
 Conference (58)
 Data Mining (140)
 Data science (69)
 General (40)
 Industry (1)
 Interview (1)
 Latex (5)
 Machine Learning (17)
 Mathematics (2)
 opensource (14)
 Other (2)
 Pattern Mining (45)
 Programming (16)
 Research (106)
 Time series (3)
 Uncategorized (18)
 Utility Mining (17)
 Video (17)
 Website (3)

Recent Posts
 The problem with Short Papers
 (video) Rare Itemset Mining
 How to draw a sequence in latex (using TIKZ)
 A simple BAT script to unzip ZIP files in all subdirectories and then delete the ZIP files
 Brief report about the DASFAA 2022 conference
 Brief report about the CACML 2022 conference
 A Tool to Generate Reviews of Academic Papers
 What I learned from being a journal editor for two years?
 CFP: DSSBA 2022 @ IEEE DSAA
 The HUIMMiner and FHM algorithms (video)
Recent Comments
 Philippe FournierViger on An introduction to periodic pattern mining
 Anna Collins on Six important skills to become a succesful researcher
 How to draw a sequence in latex?  The Data Mining Blog on An Introduction to Episode Mining
 How to draw a sequence in latex?  The Data Mining Blog on An Introduction to Sequential Pattern Mining
 user_xyz on An introduction to periodic pattern mining
Tag cloud
 academia
 ai
 algorithm
 algorithms
 article
 articles
 artificial intelligence
 big data
 china
 conference
 data
 data mining
 data science
 frequent pattern mining
 graph
 highutility mining
 high utility itemset mining
 icdm
 itemset
 itemset mining
 java
 journal
 machine learning
 opensource
 open source
 pakdd
 paper
 papers
 pattern mining
 phd
 programming
 Research
 researcher
 research paper
 review
 reviewer
 sequence
 sequential pattern
 software
 spmf
 university
 utility mining
 video
 workshop
 writing
Number of visitors:
2,063,272
Tag Archives: utility mining
The HUIMMiner and FHM algorithms (video)
Today, I post one more new video to explain concepts about pattern mining. In the new video， I talk about high utility itemset mining, and explain the HUIMiner and FHM algorithms. Those are two popular high utility itemset mining algorithms … Continue reading
(video) TKQ : TopK Quantitative High Utility Itemset Mining
In this blog post, I will share a short video about a new algorithms for topk quantitative high utility itemset mining, which will be presented at ADMA 2021. Here is the link to watch the paper presentation:https://www.philippefournierviger.com/spmf/videos/poerm_video.mp4 And here is the … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged high utility itemset mining, itemset, pattern, pattern mining, utility, utility mining, video
Leave a comment
Brief report about UDML 2021 (4th International Workshop on UtilityDriven Mining and Learning
Today, it was the 4th International Workshop on UtilityDriven Mining and Learning (UDML 2021), held at the IEEE ICDM 2021 conference. I am a coorganizer of the workshop and will give a brief report about it. What is UDML? UDML … Continue reading
Posted in Conference, Data Mining, Pattern Mining, Utility Mining
Tagged data mining, pattern mining, udml, utility mining, workshop
1 Comment
Finding short high utility itemsets!
Today, I will talk about pattern mining. I will explain a topic that is in my opinion very important but has been largely overlooked by the research community working on high utility itemset mining. It is to integrate length constraints … Continue reading
An Introduction to High Utility Quantitative Itemset Mining
Today, I will talk about pattern mining, a subfield of data science that aims at finding interesting patterns in data. More precisely, I will briefly describe a popular data mining task named high utility itemset mining. Then, I will describe … Continue reading
High Utility Itemset Mining with a Taxonomy
Today, I will talk about discovering interesting patterns in data, what is called pattern mining, and in particular about how the concept of taxonomy can be useful to find interesting patterns. There has been a lot of research on pattern … Continue reading
An Introduction to Episode Mining
In this blog post, I will talk about pattern mining (finding patterns in data) data mining task called episode mining. It aim at discovering interesting patterns in a long sequence of symbols or events. Sequence data is an important type … Continue reading
Posted in Big data, Data Mining, Data science, Pattern Mining
Tagged big data, data mining, data science, Emma, episode, episode mining, HUEspan, Minepi, pattern mining, sequential pattern, tke, utility mining
4 Comments
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
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, HUIMGA, itemset mining, pso, simulated annealing, utility mining
1 Comment
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 2021, for the fourth edition. The topic of this workshop is the concept of utility … Continue reading
Posted in Big data, cfp, Conference, Data Mining, Utility Mining
Tagged cfp, data mining, icdm, icdm 2021, icdm conference, ieee icdm, machine learning, udml, utility mining, workshop
Leave a comment