Archives
Categories
- Academia (42)
- artificial intelligence (16)
- Big data (51)
- Conference (37)
- Data Mining (99)
- Data science (49)
- General (29)
- Industry (1)
- Interview (1)
- Mathematics (2)
- open-source (9)
- Pattern Mining (19)
- Plagiarism (6)
- Programming (16)
- Research (83)
- Time series (2)
- Uncategorized (13)
- Utility Mining (6)
- Video (8)
-
Recent Posts
- The Upcoming 3rd Utility Mining and Learning Workshop (UDML 2020!) at IEEE ICDM 2020
- The Imposter Syndrome in Academia
- Big problem!
- Unethical Reviewers in Academia!
- How to Improve Work Efficiency for Researchers?
- Call for chapters on periodic pattern mining
- Call for chapters on Tracking and Preventing Diseases with AI
- How to convert Latex to HTML?
- Academic misconduct by Sandeep Kautish from LBEF / APU
- Datasets of 30 English novels for pattern mining and text mining
Recent Comments
- Philippe Fournier-Viger on An Introduction to Sequential Rule Mining
- Asal on An Introduction to Sequential Rule Mining
- Philippe Fournier-Viger on An Introduction to Sequential Rule Mining
- Asal on An Introduction to Sequential Rule Mining
- An Introduction to Sequential Pattern Mining - The Data Mining BlogThe Data Mining Blog on An Introduction to Sequential Rule Mining
Tag cloud
- academia
- algorithm
- algorithms
- apriori
- article
- articles
- artificial intelligence
- asia
- big data
- china
- conference
- data
- data mining
- data science
- frequent pattern mining
- frequent patterns
- high-utility mining
- high utility itemset mining
- itemset mining
- java
- journal
- machine learning
- open-source
- pakdd
- paper
- papers
- pattern mining
- periodic pattern
- phd
- plagiarism
- programming
- Research
- researcher
- research paper
- research papers
- review
- reviewer
- sequence
- software
- source code
- spmf
- utility mining
- video
- workshop
- writing
Number of visitors:
1911380
Category Archives: Video
(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
(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
(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
(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
A Model for Football Pass Prediction (source code + dataset)
In this blog post, I will discuss the data challenge of the Machine Learning for Sport Analytics workshop (MLSA 2018) at PKDD 2018. The challenge consisted of predicting the receivers of football passes (pass prediction). I will first briefly describe the data and then … Continue reading
Posted in Data Mining, Data science, Video
Tagged data, data mining, football, mlsa, prediction
Leave a comment