Archives
Categories
- Academia (64)
- artificial intelligence (32)
- Big data (73)
- cfp (8)
- Conference (54)
- Data Mining (127)
- Data science (67)
- General (37)
- Industry (1)
- Interview (1)
- Machine Learning (14)
- Mathematics (2)
- open-source (11)
- Other (1)
- Pattern Mining (34)
- Programming (16)
- Research (100)
- Time series (2)
- Uncategorized (17)
- Utility Mining (16)
- Video (11)
- Website (3)
-
Recent Posts
- Brief report about EITCE 2021
- CFP: The 1st Workshop on Pattern Mining and Machine Learning in Big Complex Database
- Travelling
- Towards SPMF v3.0…
- Brief report about the DEXA 2021 and DAWAK 2021 conferences
- Finding short high utility itemsets!
- My webpage from 2006 to now…
- Two post-doctoral researcher positions in my team (topic: data mining / machine learning)
- Brief report about the ECML PKDD 2021 conference
- An Introduction to High Utility Quantitative Itemset Mining
Recent Comments
- 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
Tag cloud
- academia
- ai
- algorithm
- algorithms
- article
- articles
- artificial intelligence
- big data
- book
- china
- conference
- data
- data mining
- data science
- frequent pattern mining
- high-utility mining
- high utility itemset mining
- high utility pattern mining
- icdm
- ieaaie
- itemset
- itemset mining
- java
- journal
- machine learning
- open-source
- pakdd
- paper
- papers
- pattern mining
- periodic pattern
- phd
- Research
- researcher
- research paper
- review
- reviewer
- sequence
- software
- spmf
- university
- utility mining
- video
- workshop
- writing
Number of visitors:
2,005,317
Category Archives: Utility Mining
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
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, HUIM-GA, 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, 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
Leave a comment
An Overview of Pattern Mining Techniques
In this blog post, I will give an overview of some of the main pattern mining tasks, to explain what kind of patterns can be found in different types of symbolic data. I will describe some main types of data … Continue reading
New version of SPMF (2.44): 4 new algorithms, datasets and features
Today, I am happy to announce that a new version of the SPMF open-source data mining software is released (v. 2.44). This is the download page. This new version was made possible due to several contributors. What is new? New … Continue reading
Posted in Data Mining, Data science, open-source, Pattern Mining, Utility Mining
Tagged algorithm, data mining, data science, dataset, open source, open-source, pattern mining, spmf
Leave a comment
(video) Top-K Cross-Level High Utility Itemset Mining
Today, I will share a video of our upcoming paper presentation about top-k cross-level high utility itemset mining that we will present at the UDML 2020 workshop at ICDM 2020. In this paper, we present a novel algorithm named TKC … Continue reading
Posted in Pattern Mining, Utility Mining, Video
1 Comment
The Upcoming 3rd Utility Mining and Learning Workshop (UDML 2020!) at IEEE ICDM 2020
Today, I just want to talk a little bit about the upcoming 3rd UDML 2020 workshop on utility mining and learning that I am co-organizing at the IEEE ICDM 2020 conference. This workshop was previously held at KDD 2018 and … Continue reading