Archives
Categories
- Academia (70)
- artificial intelligence (33)
- Big data (75)
- cfp (7)
- Conference (58)
- Data Mining (140)
- Data science (69)
- General (40)
- Industry (1)
- Interview (1)
- Latex (7)
- Machine Learning (17)
- Mathematics (2)
- open-source (15)
- Other (2)
- Pattern Mining (48)
- Programming (16)
- Research (107)
- Time series (3)
- Uncategorized (18)
- Utility Mining (17)
- Video (17)
- Website (3)
-
Recent Posts
- Drawing the Powerset of a Set using Latex and TIKZ (Hasse Diagram)
- A New Tool for Running Performance Comparison of Algorithms in SPMF 2.54
- Abnormal Google Scholar Profiles
- How to draw an FP-Tree with Latex and TIKZ?
- UDML 2022 workshop on utility mining and learning is back at ICDM
- How to Analyze the Complexity of Pattern Mining Algorithms？
- 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 sub-directories and then delete the ZIP files
Recent Comments
- Drawing the Powerset of a Set using Latex and TIKZ (Hasse Diagram) | The Data Mining Blog on Drawing the Powerset of a Set using Java and GraphViz (Hasse Diagram)
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
- Anna Collins on Common Mistakes to Avoid when Submitting a Research Paper
- oportuna on Six important skills to become a succesful researcher
- How to Analyze the Complexity of Pattern Mining Algorithms？ | The Data Mining Blog on How many association rules in a dataset?
Tag cloud
- academia
- ai
- algorithm
- algorithms
- article
- articles
- artificial intelligence
- big data
- china
- conference
- data
- data mining
- data science
- frequent pattern mining
- graph
- high-utility mining
- high utility itemset mining
- icdm
- itemset
- itemset mining
- java
- journal
- latex
- machine learning
- open-source
- open source
- pakdd
- paper
- papers
- pattern mining
- phd
- programming
- Research
- researcher
- review
- reviewer
- sequence
- sequential pattern
- software
- spmf
- university
- utility mining
- video
- workshop
- writing
Number of visitors:
2,070,765
Tag Archives: data science
How to Analyze the Complexity of Pattern Mining Algorithms？
Today, I will explain how to analyze the complexity of pattern mining algorithms for topics such as itemset mining, sequential pattern mining, subgraph mining, sequential rule mining and periodic pattern mining. This is something that is often asked by reviewers … Continue reading
New videos about pattern mining
Today, I share with you some new videos that I have recorded about pattern mining. The first videos gives an introduction to some important topics: sequential pattern mining, frequent subgraph mining and high utility itemset mining, while the lastvideo explains … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged data mining, data science, Eclat, frequent subgraph, graph, introduction, itemset, pattern mining, sequential pattern, video
Leave a comment
Brief report about ADMA 2021
This week, I have attended the 16th International Conference on Advanced Data Mining and Applications (ADMA 2021) conference, which is held online due to the COVID pandemic. What is ADMA ? ADMA is a medium-scale conference that focus on data science and its … Continue reading
Posted in Big data, Conference, Data Mining, Data science
Tagged adma, artificial intelligence, big data, data mining, data science, machine learning, pattern mining
2 Comments
Serious issues with Time Series Anomaly Detection Research
In this short blog post, I will talk about some serious issues that have been raised about many studies on anomaly detection for time series. More precisely, it was recently shown that a lot of papers on anomaly detection for … Continue reading
Posted in Big data, Data Mining, Data science, Time series
Tagged anomaly, anomaly detection, artificial intelligence, data mining, data science, time series
Leave a comment
Brief report about IEEE ICDM 2021
This blog post provides a brief report about the IEEE ICDM2021 conference (International Conference on Data Mining), which was held virtually from New Zealand from the 7th December to the 10th December 2021. What is ICDM? ICDM is one of … Continue reading
Posted in Big data, Conference, Data Mining
Tagged big data, conference, data mining, data science, icdm, icdm 2021, ieee icdm, machine learning
3 Comments
What is a good pattern mining algorithm?
Today, I will continue talking about pattern mining, and in particular about what is a good pattern mining algorithm. There are a lot of algorithms for discovering patterns in data that are not useful in real-life. To design a good pattern … Continue reading
Posted in Data Mining, Data science, Pattern Mining
Tagged data mining, data science, pattern mining
Leave a comment
Some common problems of pattern mining papers
Today, I will talk about pattern mining, a subfield of data mining, that aims at discovering interesting patterns in data. In particular, I will talk about why several papers from that field do not have much impact. This is generally … Continue reading
Posted in Data Mining, Pattern Mining, Research
Tagged data, data mining, data science, pattern mining
Leave a comment
CFP: The 1st Workshop on Pattern Mining and Machine Learning in Big Complex Database
This is to let you know about the upcoming 1st Workshop on Pattern mining and Machine learning in Big complex Databases (PMDB 2022) workshop that I co-organize at the DASFAA 2022 conference! PMDB 2022 aims at providing a place for researchers … Continue reading
Posted in Big data, cfp, Conference, Data Mining, Data science, Pattern Mining
Tagged big data, cfp, conference, dasfaa, data mining, data science, machine learning, pmdb, pmdb2022, workshop
Leave a comment
Towards SPMF v3.0…
Today, I will talk a little bit about the recent improvements and future direction for the SPMF data mining library. How SPMF started? SPMF is a software project that I started around 2008 when I was a Ph.D student in … Continue reading
Posted in Data Mining, Data science, open-source
Tagged data mining, data science, library, open source, software, spmf
Leave a comment
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, HUE-span, Minepi, pattern mining, sequential pattern, tke, utility mining
4 Comments