Exploring data using patterns: A survey
作者:
Highlights:
• We survey recent work on data exploration using multi-dimensional patterns.
• We categorize this work based on the properties of patterns chosen for exploration.
• We categorize and experimentally evaluate commonly used performance optimizations.
摘要
•We survey recent work on data exploration using multi-dimensional patterns.•We categorize this work based on the properties of patterns chosen for exploration.•We categorize and experimentally evaluate commonly used performance optimizations.
论文关键词:Data exploration,Data summarization,Data explanation,Data cube,Pattern mining
论文评审过程:Received 2 July 2021, Revised 4 December 2021, Accepted 13 January 2022, Available online 17 January 2022, Version of Record 12 May 2022.
论文官网地址:https://doi.org/10.1016/j.is.2022.101985