Archives
Categories
- Academia (54)
- artificial intelligence (21)
- Big data (57)
- cfp (5)
- Conference (44)
- Data Mining (108)
- Data science (54)
- General (35)
- Industry (1)
- Interview (1)
- Machine Learning (4)
- Mathematics (2)
- open-source (10)
- Pattern Mining (23)
- Plagiarism (6)
- Programming (16)
- Research (91)
- Time series (2)
- Uncategorized (14)
- Utility Mining (8)
- Video (10)
- Website (1)
-
Recent Posts
- 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?
- Analyzing COVID-19 tweets to understand the public opinion
Recent Comments
- Philippe Fournier-Viger on Six important skills to become a succesful researcher
- Analyzing the COVID-19 genome with AI and data mining techniques (paper + data + code) | The Data Mining Blog on An Introduction to Sequential Rule Mining
- Analyzing the COVID-19 genome with AI and data mining techniques (PAPER + CODE + DATA) | The Data Mining Blog on An Introduction to Sequential Pattern Mining
- Irfan Nurhidayat on Six important skills to become a succesful researcher
- Lankarie Chamoda on Six important skills to become a succesful researcher
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:
1,946,584
Tag Archives: sequence
Analyzing the COVID-19 genome with AI and data mining techniques (paper + data + code)
Recently, my team has been working on analyzing COVID-19 genome sequences using pattern mining and other AI techniques. We have recently published a paper in the Applied Intelligence journal about this. In this blog post, I will give some brief … Continue reading
Sequential pattern mining vs Sequence prediction ?
In this blog post, I will answer a question that I have received in my e-mail about what is the difference between sequential pattern mining and sequence prediction. I think that this is a good question and sharing the answer … Continue reading
Posted in Big data, Data Mining
Tagged data science, pattern mining, sequence, sequence prediction, sequential pattern
Leave a comment
(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) Sequence prediction with the CPT and CPT+ Models
Today, I presents the CPT and CPT+ sequence prediction models in a video. Sequence prediction is an important task in data mining which consists of predicting the next symbols of a sequence. It can be used for example to predict the next word that someone will … Continue reading
(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
An Introduction to Sequence Prediction
In this blog post, I will give an introduction to the task of sequence prediction, a popular data mining/machine learning task, which consist of predicting the next symbol of a sequence of symbols. This task is important as it have many … Continue reading
Posted in Big data, Data Mining, Data science, Research
Tagged open-source, prediction model, sequence, sequence prediction
1 Comment