Concepedia

Top-k Frequent Pattern Mining

Top-K Frequent Pattern Mining is a frequent pattern mining approach that identifies the k most frequent itemsets exceeding all others in support count, without requiring a user-specified minimum support threshold.

105

Publications

6.3K

Citations

274

Authors

146

Institutions

Publications per year

2017–2026

39

Variants

Top-k Pattern Mining

Parents

Publications

105

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

, , +14

Mining high utility itemsets

Raymond C. K. Chan, Qiang Yang, Yi-Dong Shen · 2004 · 413 citations

, , +11

Mining top-k frequent closed patterns without minimum support

Jiawei Han, Jianyong Wang, Ying Lu et al. · 2003 · 254 citations

, , +11

TFP: an efficient algorithm for mining top-k frequent closed itemsets

Jianyong Wang, Jiawei Han, Yi Lu et al. · IEEE Transactions on Knowledge and Data Engineering · 2005 · 217 citations

, , +8

An integrated efficient solution for computing frequent and top- <i>k</i> elements in data streams

Ahmed Metwally, Divyakant Agrawal, Amr El Abbadi · ACM Transactions on Database Systems · 2006 · 174 citations

, , +15

1–5 of 105

Authors

274

  1. PF
    Philippe Fournier‐Viger

    Harbin Institute of Technology, China

    7 publications · 305 citations

    7

    h-index

  2. ZD
    Zhi‐Hong Deng

    Peking University, China

    5 publications · 142 citations

    5

    h-index

  3. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    5 publications · 1.9K citations

    5

    h-index

  4. TL
    Tuong Le

    Ton Duc Thang University, Vietnam

    5 publications · 168 citations

    5

    h-index

  5. XY
    Xifeng Yan

    University of California, Santa Barbara, United States

    5 publications · 1.8K citations

    5

    h-index

1–5 of 274

Institutions

146

  1. Peking University

    Beijing, China

    7 h-index

    14 publications

    834 citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    22 publications

    8.4K citations

  3. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    6 h-index

    6 publications

    133 citations

  4. Sejong University

    Seoul, South Korea

    6 h-index

    9 publications

    505 citations

  5. Harbin Institute of Technology

    Harbin, China

    6 h-index

    9 publications

    411 citations

  6. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    5 h-index

    6 publications

    209 citations

  7. Hunan University

    Changsha, China

    4 h-index

    10 publications

    527 citations

  8. HUTECH University

    Ho Chi Minh City, Vietnam

    4 h-index

    4 publications

    88 citations

1–8 of 146

Venues

  1. Expert Systems with Applications

    11 publications · 322 citations

    11

    h-index

  2. Applied Intelligence

    9 publications · 283 citations

    8

    h-index

  3. Information Sciences

    6 publications · 298 citations

    6

    h-index

  4. Knowledge and Information Systems

    6 publications · 270 citations

    6

    h-index

  5. Data Mining and Knowledge Discovery

    5 publications · 1.6K citations

    5

    h-index

1–5