Archives
Categories
- Academia (55)
- artificial intelligence (21)
- Big data (57)
- cfp (5)
- Conference (44)
- Data Mining (108)
- Data science (54)
- General (36)
- Industry (1)
- Interview (1)
- Machine Learning (4)
- Mathematics (2)
- open-source (10)
- Pattern Mining (23)
- Plagiarism (6)
- Programming (16)
- Research (92)
- Time series (2)
- Uncategorized (14)
- Utility Mining (8)
- Video (10)
- Website (1)
-
Recent Posts
- How to cite equations in a research paper?
- Analyzing the COVID-19 genome with AI and data mining techniques (paper + data + code)
- New version of SPMF (2.44): 4 new algorithms, datasets and features
- An introduction to frequent subgraph mining (repost)
- Sequential pattern mining vs Sequence prediction ?
- Email invitation to be a “special” speaker, a scam?
- Two journal special issues with deadlines in 2021
- Atomic Habits to Become a Better Researcher
- The Hard Road to Success in Academia
- If I would do a PhD again, what would I do differently?
Recent Comments
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
- Philippe Fournier-Viger on Analyzing the COVID-19 genome with AI and data mining techniques (paper + data + code)
- Philippe Fournier-Viger on How to characterize and compare data mining algorithms?
- Mukhtar Abdu on How to characterize and compare data mining algorithms?
- Bay Vo on Analyzing the COVID-19 genome with AI and data mining techniques (paper + data + code)
Tag cloud
- academia
- ai
- algorithm
- algorithms
- article
- articles
- artificial intelligence
- big data
- china
- conference
- data
- data mining
- data science
- dataset
- frequent pattern mining
- frequent patterns
- high-utility mining
- high utility itemset mining
- icdm
- ieaaie
- itemset mining
- java
- journal
- machine learning
- open-source
- pakdd
- paper
- papers
- pattern mining
- phd
- plagiarism
- programming
- Research
- researcher
- research paper
- review
- reviewer
- sequence
- sequence prediction
- software
- spmf
- utility mining
- video
- workshop
- writing
Number of visitors:
1,948,059
Tag Archives: pattern mining
(video) Mining Cost-Effective Patterns
In this blog post, I will share another talk that I have recorded recently. This time, I will explain a new paper from my team about discovering cost-effective patterns using some algorithms called CEPB and CEPN. Mining cost-effective patterns is a new topic in pattern mining … Continue reading
Posted in Big data, Data Mining, Pattern Mining, Utility Mining, Video
Tagged cost, pattern mining, sequence, utility mining, video
Leave a comment
(video) Discovering interpretable high utility patterns in databases
Today, I will share a short keynote talk (28 min) about discovering interpretable high utility patterns in data that I have presented at the CCNS 2020 conference. This talk gives an overview of techniques for finding interesting and useful patterns that can … Continue reading
(video) Identifying Stable Periodic Frequent Patterns using SPP-Growth
Today, I present a video about finding stable periodic patterns in data, and discuss a new algorithm named SPP-Growth for this task. VIDEO LINK: http://www.philippe-fournier-viger.com/spmf/videos/SPPGrowth.mp4 The SPP-Growth algorithm and datasets for evaluating its performance are available in the SPMF software, which is open-source and programmed in Java. Source code and … Continue reading
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
25 years of pattern mining
This year, we are in 2019, and it is already 25 years since Agrawal wrote his seminal papers on frequent itemset mining and association rule mining in 1994. Since then, there has been thousands of papers published on this topic, some about algorithm design, new pattern mining … Continue reading
Interview with Prof. Rage Uday Kiran about Data Mining
Today, I have the pleasure to interview Rage Uday Kiran researcher at the National Institute of Informatics in Tokyo, Japan. R. Uday Kiran is an Indian researcher who has been working in Japan for several years. He has been active mainly in the field of data mining, and … Continue reading
Posted in Data Mining, Data science, Interview, Pattern Mining
Tagged data mining, data science, pattern mining, periodic pattern
Leave a comment
(video) Mining Sequential Rules with RuleGrowth
This is a video presentation of the paper “Mining Partially-Ordered Sequential Rules Common to Multiple Sequences” about discovering sequential rules in sequences using the RuleGrowth algorithm. VIDEO LINK: http://www.philippe-fournier-viger.com/spmf/videos/rulegrowth.mp4 More information about the RuleGrowth algorithm are provided in this research paper: Fournier-Viger, P., Wu, C.-W., Tseng, V.S., Cao, L., Nkambou, R. (2015). Mining Partially-Ordered Sequential Rules Common to Multiple … Continue reading
Posted in Big data, Data Mining, Pattern Mining
Tagged data mining, data science, pattern mining, sequence, sequential rule
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
(video) Minimal High Utility Itemset Mining with MinFHM
This is a video presentation of the paper “Mining Minimal High Utility Itemsets” about high utility itemset mining using MinFHM. It is the first video of a series of videos that will explain various data mining algorithms. VIDEO LINK : http://www.philippe-fournier-viger.com/spmf/videos/minfhm.mp4 More information … Continue reading
The future of pattern mining
In this blog post, I will talk about the future of research on pattern mining. I will also discuss some lessons learnt from the decades of research in this field and talk about research opportunities. What is the state of research on pattern mining? Over the last … Continue reading
Posted in Data Mining, Pattern Mining
Tagged big data, data mining, data science, pattern mining
Leave a comment