Concepedia

Weighted Frequent Pattern Mining

Weighted Frequent Pattern Mining is a specialized method within frequent pattern mining that identifies frequently occurring itemsets in transactional databases by incorporating item-specific weights to reflect their relative importance, thereby prioritizing patterns based on both occurrence frequency and significance.

103

Publications

4.5K

Citations

222

Authors

131

Institutions

Publications per year

2017–2026

32

Variants

Weighted Frequent Itemset Mining

Parents

Publications

103

Mining association rules with weighted items

Chun Hing Cai, A.W.-C. Fu, Wai-Chuen Kwong · 2002 · 405 citations

, , +9

Weighted Association Rule Mining using weighted support and significance framework

Tao Feng, Fionn Murtagh, Mohsen Farid · 2003 · 345 citations

, , +10

Efficient mining of weighted association rules (WAR)

Wei Wang, Jiong Yang, Philip S. Yu · 2000 · 232 citations · Full text

, , +8

WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight

Unil Yun, John J. Leggett · 2005 · 148 citations

, , +8

Weighted Association Rule Mining using weighted support and significance framework

Fionn Murtagh, Mohsen Farid · 2003 · 137 citations

, , +10

1–5 of 103

Authors

222

  1. UY
    Unil Yun

    Sejong University, South Korea

    20 publications · 932 citations

    20

    h-index

  2. BV
    Bay Vo

    Ho Chi Minh City University of Technology, Vietnam

    8 publications · 285 citations

    8

    h-index

  3. CF
    Chowdhury Farhan Ahmed

    University of Dhaka, Bangladesh

    7 publications · 317 citations

    7

    h-index

  4. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    6 publications · 202 citations

    6

    h-index

  5. TH
    Tzung‐Pei Hong

    National University of Kaohsiung, Taiwan

    6 publications · 188 citations

    6

    h-index

1–5 of 222

Institutions

131

  1. Sejong University

    Seoul, South Korea

    12 h-index

    23 publications

    934 citations

  2. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    9 h-index

    11 publications

    266 citations

  3. Chungbuk National University

    Cheongju-si, South Korea

    7 h-index

    9 publications

    375 citations

  4. National University of Kaohsiung

    Kaohsiung City, Taiwan

    6 h-index

    6 publications

    188 citations

  5. Vietnam National University Ho Chi Minh City

    Ho Chi Minh City, Vietnam

    6 h-index

    9 publications

    268 citations

  6. National Sun Yat-sen University

    Kaohsiung City, Taiwan

    6 h-index

    6 publications

    188 citations

  7. University of Dhaka

    Dhaka, Bangladesh

    5 h-index

    12 publications

    579 citations

  8. HUTECH University

    Ho Chi Minh City, Vietnam

    5 h-index

    7 publications

    164 citations

1–8 of 131

Venues

  1. Expert Systems with Applications

    12 publications · 701 citations

    12

    h-index

  2. Applied Intelligence

    8 publications · 253 citations

    8

    h-index

  3. Knowledge-Based Systems

    6 publications · 243 citations

    6

    h-index

  4. Information Sciences

    5 publications · 255 citations

    5

    h-index

  5. IEEE Access

    4 publications · 68 citations

    4

    h-index

1–5