====== Welcome to the Pattern Mining Wiki! ======

This Wiki explains concepts and provides useful resources about [[:pattern_mining|pattern mining]].

===== Topics =====

Some popular pattern mining topics are:

  * [[:itemset_mining|Itemset mining]]
  * [[:sequential_pattern_mining|Sequential pattern mining]],
  * [[:association_rule_mining|Association rule mining]]
  * [[:subgraph_mining|Subgraph mining]],
  * Sequential rule mining,
  * [[:episode_mining|Episode mining]],
  * [[:periodic_pattern_mining|Periodic pattern mining]]
  * Privacy-preserving data mining

===== Papers =====

  * [[:survey_papers_on_pattern_mining|Survey papers on pattern mining]]
  * [[:list_of_books_on_pattern_mining|List of books on pattern mining]]

===== Researchers =====

  * [[:list_of_pattern_mining_researchers|List of pattern mining researchers]]

===== Call for papers =====

The following events are related to pattern mining:

  * [[http://www.philippe-fournier-viger.com/utility_mining_workshop_2021/|4th Workshop on Utility-Driven Mining and Learning (UDML 2021) @ ICDM 2021]]. Deadline: 3rd September 2021
  * [[http://philippe-fournier-viger.com/MLISE_workshop_2021/|1st Workshop on Machine Learning in Software Engineering (MLiSE 2021 @ PKDD 2021]]. Deadline: 15th July 2021

===== Software and datasets =====

This Wiki is associated with [[http://www.philippe-fournier-viger.com|SPMF data mining software]], the largest open-source software dedicated to **pattern mining**. It offers efficient implementations of over **200 algorithms**  for discovering patterns in all kinds of data.

The [[http://www.philippe-fournier-viger.com/spmf/index.php?link=datasets.php|dataset page]] of SPMF provides numerous datasets for itemset mining, sequential pattern mining, high utility itemset mining, graph mining and other tasks.

===== How to contribute to this Wiki? =====

To ensure high quality content and avoid spam, anonymous contributors are not alllowed on this Wiki. If you would like to make some contributions, please contact [[http://www.philippe-fournier-viger.com|Philippe Fournier-Viger]], the administrator of this wiki.