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Category Archives: Data Mining
(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: https://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) 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
What is the difference between data mining and machine learning?
In this short blog post, I will answer the question: what is the difference between Machine Learning and Data Mining? I will first explain what is artificial intelligence, machine learning and data mining. Then, I will answer the question. What is artificial intelligence … Continue reading
Posted in artificial intelligence, Big data, Data Mining, Data science
Tagged ai, artificial intelligence, data mining, machine learning
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Brief report about the ADMA 2019 conference
This week, I am also attending the 14th International Conference on Advanced Data Mining and Applications (ADMA 2019) conference in Dalian, China, from the 21st to 23rd November at Dalian Neusoft University of Information. About ADMA The ADMA conference is focused on data mining and its applications, and is … Continue reading
Posted in Conference, Data Mining, Data science
Tagged adma, big data, china, conference, data mining
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Brief report about the MIWAI 2019 conference
In this blog post, I will report about the MIWAI 2019 conference (13th Multi-disciplinary International conference on Artificial Intelligence), which was held from the 17th to 19th November 2019 at the EDC hotel in Kuala Lampur Malaysia. About the MIWAI conference This is the 13th edition of the MIWAI conference. The conference is called MIWAI since originally, it started as a … Continue reading
Posted in artificial intelligence, Conference, Data Mining
Tagged artificial intelligence, conference, data mining, miwai
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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: It also includes some bug fixes and other minor improvements. I did not release a new version of SPMF since a few … Continue reading
Posted in Data Mining, open-source, Pattern Mining, spmf
Tagged data mining, library, open source, pattern mining, software, spmf
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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
Brief report about DAWAK 2019 / DEXA 2019
This week, I am attending the DAWAK 2019 and DEXA 2019 conferences in Linz, Austria from the 26th to the 29th August 2019. In this blog post, I will provide a report about these conferences. About the DAWAK and DEXA conferences DAWAK ( Intern. Conf. on Data Warehousing … Continue reading
Posted in Big data, Conference, Data Mining, Data science
Tagged conference, data mining, data warehouse, dawak, europe
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Funny pictures about data mining / machine learning
Today, I will share a few funny pictures related to data mining and machine learning that I have found online. These pictures comes from various sources (I don’t remember who created them). I will also perhaps add more later on that page Associations between … Continue reading