Archives
Categories
- Academia (60)
- artificial intelligence (24)
- Big data (64)
- cfp (7)
- Conference (47)
- Data Mining (113)
- Data science (55)
- General (37)
- Industry (1)
- Interview (1)
- Machine Learning (7)
- Mathematics (2)
- open-source (10)
- Pattern Mining (26)
- Plagiarism (6)
- Programming (16)
- Research (96)
- Time series (2)
- Uncategorized (15)
- Utility Mining (12)
- Video (11)
- Website (1)
-
Recent Posts
- Approximate Algorithms for High Utility Itemset Mining
- UDML 2021 @ ICDM 2021
- MLiSE 2021 @ PKDD 2021 – a new workshop!
- Mining Episode Rules (video)
- A Brief Report about ACIIDS 2021 (13th Asian Conference on Intelligent Information and Database Systems)
- Phrasebank, an interesting tool to improve your academic writing.
- Papers without code (and the problem of non-reproducible research)
- An Overview of Pattern Mining Techniques
- How to write a research grant proposal?
- Some funny or interesting websites related to research
Recent Comments
- Philippe Fournier-Viger on An Introduction to Sequential Rule Mining
- Cristina on An Introduction to Sequential Rule Mining
- Philippe Fournier-Viger on An Introduction to Sequential Rule Mining
- Cristina on An Introduction to Sequential Rule Mining
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
Tag cloud
- academia
- ai
- algorithm
- algorithms
- article
- articles
- artificial intelligence
- big data
- book
- china
- conference
- data
- data mining
- data science
- dataset
- frequent pattern mining
- high-utility mining
- high utility itemset mining
- icdm
- ieaaie
- itemset mining
- java
- journal
- machine learning
- open-source
- pakdd
- paper
- papers
- pattern mining
- periodic pattern
- phd
- plagiarism
- programming
- Research
- researcher
- review
- reviewer
- sequence
- software
- spmf
- university
- utility mining
- video
- workshop
- writing
Number of visitors:
1,975,118
Tag Archives: graph
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
6 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