Category Archives: Data Mining

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

Posted in artificial intelligence, Big data, Data Mining, Data science, Machine Learning, Pattern Mining | Tagged , , , , , , , , , | 2 Comments

New version of SPMF (2.44): 4 new algorithms, datasets and features

Today, I am happy to announce that a new version of the SPMF open-source data mining software is released (v. 2.44). This is the download page. This new version was made possible due to several contributors. What is new? New … Continue reading

Posted in Data Mining, Data science, open-source, Pattern Mining, Utility Mining | Tagged , , , , , , , | Leave a comment

An introduction to frequent subgraph mining (repost)

In this blog post, I will give an introduction to an interesting data mining task called frequent subgraph mining, which consists of discovering interesting patterns in graphs. This task is important since data is naturally represented as graph in many domains (e.g. social networks, chemical molecules, … Continue reading

Posted in Big data, Data Mining, Pattern Mining | Tagged , , , , , , | 5 Comments

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 , , , , | Leave a comment

Analyzing COVID-19 tweets to understand the public opinion

In this blog post, I will talk briefly about how tweets collected on Twitter can be analyzed to understand the public opinion about COVID-19. This is based on the below research paper, that I have recently participated to: Noor, S., … Continue reading

Posted in artificial intelligence, Data Mining, Data science | Tagged , , , , | Leave a comment

Discovering Alarm Correlation Rules for Network Fault Management (video)

In this blog post, I will share the video of our new paper about analyzing alarms in telecomunication networks presented at the AIOPS 2020 workshop. This work is part of an industrial collaboration project. The motivation for this project is … Continue reading

Posted in Data Mining, Data science, Video | Tagged , , , , | Leave a comment

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 , , , , , , , | Leave a comment

Brief Report about the PKDD 2020 conference

In this blog post, I will talk about the ECML PKDD 2020 conference, that was held from the 14th to 18th September 2020. This post will be a little bit brief because I did not attend the whole conference but … Continue reading

Posted in artificial intelligence, Big data, Conference, Data Mining | Tagged , , , , , , , | 2 Comments

A brief report about the IEA AIE 2020 conference

In this blog post, I will write a brief report about the 33rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA AIE 2020), held in Kitakyushu, Japan from the 22nd to 25th September 2020. What … Continue reading

Posted in artificial intelligence, Conference, Data Mining | Tagged , , , , , , , | Leave a comment

The Upcoming 3rd Utility Mining and Learning Workshop (UDML 2020!) at IEEE ICDM 2020

Today, I just want to talk a little bit about the upcoming 3rd UDML 2020 workshop on utility mining and learning that I am co-organizing at the IEEE ICDM 2020 conference. This workshop was previously held at KDD 2018 and … Continue reading

Posted in Big data, Conference, Data Mining, Data science, Utility Mining | Tagged , , , , , , , | Leave a comment