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:
1,984,130
Tag Archives: big data
The 10 most cited papers in our “Data Science and Pattern Recognition” journal!
As some of you know, I am editor-in-chief of the Data Science and Pattern Recognition (DSPR) journal. This journal has started in 2017 and four volumes have been published already with 28 papers, which I consider as a success. One … Continue reading
Posted in Academia, Big data, cfp, Data science, General, Machine Learning
Tagged big data, data mining, data science, dspr, journal, kdd, pattern recognition
Leave a comment
The importance of explainable data science and machine learning models
In this blog post, I will talk about an important concept, which is often overlooked in data mining and machine learning: explainability. To discuss this topic, it is necessary to first remember what is the goal of data mining and machine learning. The goal of data mining is … Continue reading
A Brief Report about the IEEE ICDM 2020 Conference
In this blog post, I will talk about the IEEE ICDM 2020 conference that I have attended virtually. The conference was supposed to be held in Italy but due to the coronavirus pandemic, it was held online. About the ICDM … Continue reading
Posted in Big data, Conference, Data Mining, Machine Learning
Tagged big data, conference, data, data mining, icdm, machine learning, udml, workshop
1 Comment
Five recent books on pattern mining
In this blog post, I will list a few interesting and recent books on the topic of pattern mining (discovering interesting patterns in data). This mainly lists books from the last 5 years. High utility pattern mining: Theory, Applications and algorithms (2019). This … Continue reading
Posted in Big data, Data Mining, Pattern Mining, Utility Mining
Tagged big data, book, data, data mining, data science, pattern mining
Leave a comment
Brief report about the ADMA 2019 conference
This week, I am also attending the 14th International Conference on Advanced Data Mining and Applications (ADMA 2019) conference in Dalian, China, from the 21st to 23rd November at Dalian Neusoft University of Information. About ADMA The ADMA conference is focused on data mining and its applications, and is … Continue reading
Posted in Conference, Data Mining, Data science
Tagged adma, big data, china, conference, data mining
Leave a comment
China International BigData Industry Expo 2019 (a brief report)
This week I am attending the 2019 China International Big Data Industry Expo (CIBD 2019), held in Guiyang, China. I will report on the event on this blog. The event is from May 26-29. Why this event is important? The China International Big Data Industry Expo is … Continue reading
Posted in Big data, Conference
Tagged big data, big data expo, china, conference, guiyang, industry expo
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: http://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
The PAKDD 2019 conference (a brief report)
This year, I am attending the PAKDD 2019 conference (23rd Pacific Asia Conference on Knowledge Discovery and Data Mining), in Macau, China, from the 14th to the 17th April 2019. In this blog post, I will provide information about the conference. About the PAKDD conference PAKDD is one of the most important … Continue reading
Posted in Big data, Conference, Data Mining, Data science
Tagged asia, big data, conference, data mining, pakdd
Leave a comment
The best data mining mailing lists (for researchers)
Today, I will list a few useful mailing lists related to data mining and big data. Subscribing to these mailing list is useful for PhD students and researchers, as many jobs, conferences, special issues and other opportunities are advertised on these mailing lists. It is … Continue reading
Posted in Big data, Data Mining, Data science
Tagged big data, data, data mining, data science, machine learning, mailing list, Research
Leave a comment
(video) Minimal Correlated High Utility Itemsets with FCHM
This is a video presentation of the paper “Mining Correlated High-Utility Itemsets Using the bond Measure” about correlated high utility pattern mining using FCHM. VIDEO LINK: http://www.philippe-fournier-viger.com/spmf/videos/FCHM_correlated_itemsets.mp4 More information about the FCHM algorithm are provided in this research paper: Fournier-Viger, P., Zhang, Y., Lin, J. C.-W., … Continue reading
Posted in Big data, Data Mining, Data science, Video
Tagged big data, data, data science, high utility itemset, high utility mining, pattern mining
Leave a comment