Concepedia

High-utility Pattern Mining

High-Utility Pattern Mining is a subfield of frequent pattern mining that discovers patterns whose utility, determined by user-defined measures such as profit or importance, exceeds a specified threshold.

310

Publications

18.3K

Citations

458

Authors

217

Institutions

Publications per year

2017–2026

184

Parents

Publications

310

Mining high utility itemsets without candidate generation

Mengchi Liu, Junfeng Qu · 2012 · 647 citations

, , +7

Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases

Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong et al. · IEEE Transactions on Knowledge and Data Engineering · 2009 · 586 citations

, , +10

Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases

Vincent S. Tseng, Bai-En Shie, Chengwei Wu et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 571 citations

, , +6

A Foundational Approach to Mining Itemset Utilities from Databases

Hong Yao, Howard J. Hamilton, Cory J. Butz · 2004 · 552 citations

, , +7

UP-Growth

Vincent S. Tseng, Chengwei Wu, Bai-En Shie et al. · 2010 · 446 citations

, , +9

1–5 of 310

Authors

458

  1. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    74 publications · 3.8K citations

    37

    h-index

  2. PF
    Philippe Fournier‐Viger

    Harbin Institute of Technology, China

    56 publications · 3.6K citations

    37

    h-index

  3. UY
    Unil Yun

    Sejong University, South Korea

    44 publications · 2.2K citations

    31

    h-index

  4. TH
    Tzung‐Pei Hong

    National University of Kaohsiung, Taiwan

    34 publications · 2.3K citations

    27

    h-index

  5. VS
    Vincent S. Tseng

    National Cheng Kung University, Taiwan

    27 publications · 3.2K citations

    23

    h-index

1–5 of 458

Institutions

217

  1. Harbin Institute of Technology

    Harbin, China

    37 h-index

    140 publications

    8.1K citations

  2. Sejong University

    Seoul, South Korea

    32 h-index

    122 publications

    5.7K citations

  3. Western Norway University of Applied Sciences

    Bergen, Norway

    29 h-index

    50 publications

    2.1K citations

  4. National University of Kaohsiung

    Kaohsiung City, Taiwan

    26 h-index

    47 publications

    3K citations

  5. National Sun Yat-sen University

    Kaohsiung City, Taiwan

    25 h-index

    38 publications

    2.3K citations

  6. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    23 h-index

    39 publications

    1.3K citations

  7. National Cheng Kung University

    Tainan City, Taiwan

    22 h-index

    50 publications

    6.7K citations

  8. HUTECH University

    Ho Chi Minh City, Vietnam

    21 h-index

    30 publications

    1K citations

1–8 of 217

Venues

  1. Applied Intelligence

    31 publications · 1.2K citations

    22

    h-index

  2. Expert Systems with Applications

    22 publications · 1.9K citations

    20

    h-index

  3. Knowledge-Based Systems

    22 publications · 1.3K citations

    20

    h-index

  4. Information Sciences

    22 publications · 1K citations

    19

    h-index

  5. IEEE Access

    22 publications · 648 citations

    19

    h-index

1–5