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)
- open-source (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 sub-directories 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 HUIM-Miner and FHM algorithms (video)
Recent Comments
- Philippe Fournier-Viger 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
- high-utility mining
- high utility itemset mining
- icdm
- itemset
- itemset mining
- java
- journal
- machine learning
- open-source
- 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:
2,063,271
Tag Archives: algorithm
The PrefixSpan algorithm (video)
I have posted a new video about pattern mining, explaining the PrefixSpan algorithm. It assumes that you know already what is sequential pattern mining. If you are not familiar with sequential pattern mining, you can first watch my video Introduction … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged algorithm, data mining, pattern mining, prefixspan, sequential pattern mining, video
Leave a comment
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) Mining Frequent Itemsets with the Apriori algorithm
This is a video presentation of the Apriori algorithm for discovering frequent itemsets in data. Frequent itemset mining is one of the most popular data mining task. VIDEO LINK: https://www.philippe-fournier-viger.com/spmf/videos/apriori.mp4 The Java source code of the Apriori algorithm and datasets for evaluating its performance are available in the SPMF software. If you want … Continue reading
Posted in Data Mining, Data science, Pattern Mining, Video
Tagged algorithm, apriori, big data, data mining, data science, frequent pattern mining, frequent patterns, video
Leave a comment
On the correctness of the FSMS algorithm for frequent subgraph mining
In this blog post, I will explain why the FSMS algorithm for frequent subgraph mining is an incorrect algorithm. I will publish this blog post because I have found that the algorithm is incorrect after spending a few days to implement the algorithm in 2017 and wish to save time to other researchers … Continue reading
Posted in Big data, Data Mining, Pattern Mining
Tagged algorithm, correctness, data mining, pattern mining, subgraph mining
2 Comments
How to test if a data mining mining algorithm implementation is correct?
In this blog post, I will discuss how to check if a data mining algorithm implementation is correct and complete. This is a very important topic for researchers who are implementing data mining algorithms since an incorrect implementation may generate unexpected results. … Continue reading
Posted in Data Mining, Programming, Research, Uncategorized
Tagged algorithm, correctness, data mining, debugging
3 Comments
What are the steps to implement a data mining algorithm?
In this post, I will discuss what are the steps that I follow to implement a data mining algorithm. The subject of this post comes from a question that I have received by e-mail recently, and I think that it … Continue reading
Posted in Data Mining, Programming
Tagged algorithm, data mining, design, implementation, programming
43 Comments