Multilevel Frequent Pattern Mining

Multilevel Frequent Pattern Mining is a data mining methodology that discovers frequent patterns across multiple levels of abstraction in a hierarchically organized dataset, distinguishing itself from flat-level frequent pattern mining by incorporating concept hierarchies to capture itemset relationships at varying degrees of generalization.

Publications

2.6K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Frequent Pattern Mining

Publications

Frequent pattern mining: current status and future directions

Jiawei Han, Hong Cheng, Dong Xin et al. · Data Mining and Knowledge Discovery · 2007 · 1.4K citations · Full text

Computing, Computer Science, Data Analytics +14

Mining multiple-level association rules in large databases

Jiawei Han, Yongjian Fu · IEEE Transactions on Knowledge and Data Engineering · 1999 · 331 citations

Computing, Computer Science, Information Systems +13

Inducing Multi-Level Association Rules from Multiple Relations

Francesca A. Lisi, Donato Malerba · Machine Learning · 2004 · 103 citations · Full text

Computing, Computer Science, Computational Linguistics +11

Multilevel pattern mining architecture for automatic network monitoring in heterogeneous wireless communication networks

Zhiguo Qu, John Keeney, Sebastian Robitzsch et al. · China Communications · 2016 · 87 citations

Computing, Computer Engineering, Computer Science +13

GA‐based multi-level association rule mining approach for defect analysis in the construction industry

Yusi Cheng, Wen‐der Yu, Qiming Li · Automation in Construction · 2015 · 78 citations

Management, Computer Engineering, Construction Management +16

1–5 of 31

Authors

RJ
Ridhi Jain
Technology Innovation Institute, United Arab Emirates
2 publications · 44 citations
2
h-index
JH
Jiawei Han
University of Illinois Urbana-Champaign, United States
2 publications · 1.7K citations
2
h-index
LT
Loan T. T. Nguyen
Ho Chi Minh City University of Technology, Vietnam
2 publications · 56 citations
2
h-index
TD
Trinh D. D. Nguyen
Ho Chi Minh City International University, Vietnam
2 publications · 56 citations
2
h-index
ZY
Zhenzhou Yuan
Beijing Jiaotong University, China
2 publications · 62 citations
2
h-index

1–5 of 87

Institutions

1–8 of 51

Venues

PLoS ONE
1 publications · 14 citations
1
h-index
Accident Analysis & Prevention
1 publications · 32 citations
1
h-index
Progress in Artificial Intelligence
1 publications · 11 citations
1
h-index
European Journal of Information Technologies and Computer Science
1 publications · 11 citations
1
h-index
arXiv (Cornell University)
Repository · 1 publications · 11 citations
1
h-index

1–5