Archives
Categories
- Academia (64)
- artificial intelligence (31)
- Big data (71)
- cfp (7)
- Conference (52)
- Data Mining (124)
- Data science (65)
- General (37)
- Industry (1)
- Interview (1)
- Machine Learning (14)
- Mathematics (2)
- open-source (10)
- Other (1)
- Pattern Mining (33)
- Programming (16)
- Research (100)
- Time series (2)
- Uncategorized (15)
- Utility Mining (16)
- Video (11)
- Website (3)
-
Recent Posts
- 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
- High Utility Itemset Mining with a Taxonomy
- Common Mistakes to Avoid when Submitting a Research Paper
- An Introduction to Episode Mining
- Key Papers about Episode Mining
- What is Machine Learning?
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:
1,998,911
Tag Archives: graph
Two post-doctoral researcher positions in my team (topic: data mining / machine learning)
There are two post-doc positions that are now OPEN in my research team in Shenzhen, China. === Topic === data mining or ML algorithms for processing graphs, sequences, streams or other complex data, pattern mining === Benefits ===== Very good … Continue reading
Posted in Academia, Data Mining, Data science, Machine Learning, Research
Tagged china, data mining, graph, position, postdoc position, postdoctoral position, Research, shenzhen
Leave a comment
An introduction to frequent subgraph mining
In this blog post, I will give an introduction to an interesting data mining task called frequent subgraph mining, which consists of discovering interesting patterns in graphs. This task is important since data is naturally represented as graph in many domains (e.g. social networks, chemical molecules, … Continue reading
Posted in Big data, Data Mining, Pattern Mining
Tagged data mining, graph, gspan, pattern mining, subgraph, subgraph mining, tkg
7 Comments
Subgraph mining datasets
In this post, I will provide two standard benchmark datasets that can be used for frequent subgraph mining. Moreover, I will provide a set of small graph datasets that I have created for debugging subgraph mining algorithms. The format of graph datasets A graph dataset is a text file … Continue reading
Posted in Big data, Data Mining
Tagged data mining, dataset, frequent subgraph, graph, subgraph
Leave a comment
Discovering and visualizing sequential patterns in web log data using SPMF and GraphViz
Today, I will show how to use the open-source SPMF data mining software to discover sequential patterns in web log data. Then, I will show to how visualize the frequent sequential patterns found using GraphViz. Step 1 : getting the … Continue reading
Posted in Data Mining, Programming
Tagged data mining, graph, patterns, sequential patterns, spmf, visualization
8 Comments