Archives
Categories
- Academia (60)
- artificial intelligence (29)
- Big data (65)
- cfp (7)
- Conference (51)
- Data Mining (115)
- Data science (56)
- General (36)
- Industry (1)
- Interview (1)
- Machine Learning (11)
- Mathematics (2)
- open-source (10)
- Other (1)
- Pattern Mining (27)
- Programming (16)
- Research (97)
- Time series (2)
- Uncategorized (14)
- Utility Mining (12)
- Video (11)
- Website (2)
-
Recent Posts
- Useful Latex tricks for Writing Research Papers
- Brief report about the IEA AIE 2021 conference
- Brief report about the DSIT 2021 conference (4th Intern. Conf. on Data Science and Information Technology)
- Brief report about the CCF-AI 2021 conference
- Brief report about ICSI 2021 (12th Int. Conference on Swarm Intelligence)
- SPMF 2.48 + The Pattern Mining Wiki
- Brief report about ICIVIS 2021 (Int. Conference on Image, Vision and Intelligent system)
- Approximate Algorithms for High Utility Itemset Mining
- UDML 2021 @ ICDM 2021
- MLiSE 2021 @ PKDD 2021 – a new workshop!
Recent Comments
- Brief report about the IEA AIE 2021 conference | The Data Mining Blog on An Introduction to Sequential Pattern Mining
- 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
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
- programming
- Research
- researcher
- research paper
- review
- reviewer
- sequence
- software
- spmf
- university
- utility mining
- video
- workshop
- writing
Number of visitors:
1,984,136
Tag Archives: open source
Papers without code (and the problem of non-reproducible research)
Recently, there has been some debate on the Machine Learning sub-Reddit about the reproducibility or I should say the lack of reproducibility of numerous machine learning papers. Several Reddit users complained that they spent much time (sometimes weeks) to try … Continue reading
Posted in Uncategorized
Tagged academia, open source, paper_without_code, reproducibility, Research, sourcecode
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
The SPMF data mining library v.2.40 is released!
Hi all, I am please to announce that a new version of SPMF has just been published (v 2.40). It contains 9 novel algorithms: the HUIM-ABC algorithm for mining high utility itemsets using Artificial Bee Colony Optimization (thanks to Wei Song and Chaoming Huang for contributing the code) … Continue reading
Posted in Data Mining, open-source, Pattern Mining
Tagged data mining, library, open source, pattern mining, software, spmf
Leave a comment
Analyzing the source code of SPMF (5 years later)
Five years ago, I had analyzed the source code of the SPMF data mining software using an open-source tool called CodeAnalyzer ( http://sourceforge.net/projects/codeanalyze-gpl/ ). This had provided some interesting insights about the structure of the project, especially in terms of lines of codes and code to … Continue reading
Posted in Data Mining, Data science, open-source
Tagged data analysis, data mining, data science, open source, software, spmf
Leave a comment