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start [2021/06/22 02:48] philfv |
start [2021/08/26 11:45] (current) philfv [How to contribute to this Wiki?] |
===== Topics ===== | ===== Topics ===== |
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Some key pattern mining topics are: | Some popular pattern mining topics are: |
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* I[[:itemset_mining|temset mining]] | * [[:itemset_mining|Itemset mining]] |
* S[[:sequential_pattern_mining|equential pattern mining]], | * [[:sequential_pattern_mining|Sequential pattern mining]], |
* Subgraph mining, | * [[:association_rule_mining|Association rule mining]] |
| * [[:subgraph_mining|Subgraph mining]], |
* Sequential rule mining, | * Sequential rule mining, |
* Episode mining, | * [[:episode_mining|Episode mining]], |
* Association rule mining | * [[:periodic_pattern_mining|Periodic pattern mining]] |
* Periodic pattern mining | * Privacy-preserving data mining |
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===== Papers ===== | ===== Papers ===== |
===== Call for papers ===== | ===== Call for papers ===== |
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* [[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 | The following events are related to pattern mining: |
* [[http://philippe-fournier-viger.com/MLISE_workshop_2021/|1st Workshop on Machine Learning in Software Engineering (MLiSE 2021 @ PKDD 2021]] | |
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===== Software ===== | * [[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 |
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This Wiki is sponsored by the [[http://www.philippe-fournier-viger.com|SPMF data mining software]], the largest open-source project dedicated to **pattern mining**. It offers efficient implementations of over **200 algorithms** for discovering patterns in all kinds of data. | ===== Software and datasets ===== |
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===== 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. |
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* 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. | 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. |
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===== How to contribute? ===== | ===== How to contribute to this Wiki? ===== |
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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. | 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. |
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