Memory-adaptive high utility sequential pattern mining over data streams

DOI10.1007/s10994-016-5617-1zbMath1457.68246OpenAlexW2585472988MaRDI QIDQ1699624

Yan Chen, Morteza Zihayat, Aijun An

Publication date: 23 February 2018

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-016-5617-1

zbMATH Keywords

approximation algorithmsdata streamshigh-utility sequential pattern mining

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Uses Software

• SPADE
• Minebench
• SPMF
• PrefixSpan

Cites Work

• Unnamed Item
• Sequential pattern mining -- approaches and algorithms
• Database Theory - ICDT 2005
• SPADE: An efficient algorithm for mining frequent sequences

This page was built for publication: Memory-adaptive high utility sequential pattern mining over data streams