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:
2,063,287
Tag Archives: video
(video) Rare Itemset Mining
I have uploaded a new 38 minutes video to explain rare itemset mining. This video is like a small course, where you can learn about infrequent itemsets, minimal rare itemsets and perfectly rare itemsets and some algorithms : AprioriInverse and … Continue reading
Posted in Pattern Mining, Video
Tagged apriori, aprioriinverse, apriorirare, frequent itemset, itemset, pattern mining, rare itemset, rare pattern, support, video
Leave a comment
The HUIM-Miner and FHM algorithms (video)
Today, I post one more new video to explain concepts about pattern mining. In the new video, I talk about high utility itemset mining, and explain the HUI-Miner and FHM algorithms. Those are two popular high utility itemset mining algorithms … Continue reading
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 videos about pattern mining
Today, I share with you some new videos that I have recorded about pattern mining. The first videos gives an introduction to some important topics: sequential pattern mining, frequent subgraph mining and high utility itemset mining, while the lastvideo explains … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged data mining, data science, Eclat, frequent subgraph, graph, introduction, itemset, pattern mining, sequential pattern, video
Leave a comment
(video) TKQ : Top-K Quantitative High Utility Itemset Mining
In this blog post, I will share a short video about a new algorithms for top-k quantitative high utility itemset mining, which will be presented at ADMA 2021. Here is the link to watch the paper presentation:https://www.philippe-fournier-viger.com/spmf/videos/poerm_video.mp4 And here is the … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged high utility itemset mining, itemset, pattern, pattern mining, utility, utility mining, video
Leave a comment
Three videos about Recent Studies on Pattern Mining
In this blog post, I will share three videos about pattern mining describing three research papers from from my team. These videos are not very long, as they are designed to just give a brief overview about the papers. Hope … Continue reading
Posted in Data Mining, Pattern Mining, Video
Tagged episode mining, pattern mining, video
Leave a comment
Mining Episode Rules (video)
In this blog post, I will share the video of our most recent data mining paper presented last week at ACIIDS 2021. It is about a new algorithm named POERM for about analyzing sequences of events or symbols. The algorithm will find rules … Continue reading
Posted in Big data, Data Mining, Machine Learning, Video
Tagged aciids 2021, data mining, episode, episode rule, machine learning, pattern mining, video
Leave a comment
(video) Mining Locally Trending High Utility Itemsets
Today, I want to share with you the video presentation that I have prepared for my paper at PAKDD 2020. It presents a new problem where we want to discover locally trending high utility itemsets (LTHUIs). A LTHUI is a set of items purchased by … Continue reading
(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