Concepedia

Maximal Frequent Itemset Mining

Maximal Frequent Itemset Mining is a method in frequent pattern mining that identifies the smallest complete set of frequent itemsets by retaining only those itemsets for which no proper superset is frequent, thereby eliminating redundancy while preserving the support information of all frequent itemsets.

186

Publications

13.4K

Citations

462

Authors

207

Institutions

Publications per year

2017–2026

35

Parents

Publications

186

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

New algorithms for fast discovery of association rules

Mohammed J. Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara et al. · 1997 · 1.1K citations

, , +12

Algorithms for association rule mining — a general survey and comparison

Jochen Hipp, Ulrich Güntzer, Gholamreza Nakhaeizadeh · ACM SIGKDD Explorations Newsletter · 2000 · 969 citations · Full text

, , +8

MAFIA: a maximal frequent itemset algorithm for transactional databases

Doug Burdick, Manuel Calimlim, Johannes Gehrke · 2002 · 610 citations

, , +11

Fast algorithms for frequent itemset mining using FP-trees

Gösta Grahne, Jun Zhu · IEEE Transactions on Knowledge and Data Engineering · 2005 · 552 citations

, , +12

1–5 of 186

Authors

462

  1. UY
    Unil Yun

    Sejong University, South Korea

    9 publications · 513 citations

    9

    h-index

  2. MJ
    Mohammed J. Zaki

    Rensselaer Polytechnic Institute, United States

    7 publications · 2.1K citations

    7

    h-index

  3. GL
    Gangin Lee

    Sejong University, South Korea

    6 publications · 289 citations

    6

    h-index

  4. KH
    Keun Ho Ryu

    Chungbuk National University, South Korea

    5 publications · 387 citations

    5

    h-index

  5. SM
    Soon M. Chung

    Wright State University, United States

    5 publications · 138 citations

    5

    h-index

1–5 of 462

Institutions

207

  1. Sejong University

    Seoul, South Korea

    10 h-index

    20 publications

    1.1K citations

  2. Chungbuk National University

    Cheongju-si, South Korea

    6 h-index

    9 publications

    484 citations

  3. Rensselaer Polytechnic Institute

    Troy, United States

    6 h-index

    7 publications

    970 citations

  4. Wright State University

    Dayton, United States

    5 h-index

    11 publications

    294 citations

  5. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    5 h-index

    11 publications

    460 citations

  6. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    14 publications

    1.1K citations

  7. Vietnam National University Ho Chi Minh City

    Ho Chi Minh City, Vietnam

    3 h-index

    4 publications

    70 citations

  8. University at Buffalo, State University of New York

    Buffalo, United States

    3 h-index

    3 publications

    228 citations

1–8 of 207

Venues

  1. Expert Systems with Applications

    11 publications · 552 citations

    11

    h-index

  2. Knowledge and Information Systems

    11 publications · 396 citations

    11

    h-index

  3. Knowledge-Based Systems

    8 publications · 350 citations

    8

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 1.1K citations

    7

    h-index

  5. Information Sciences

    4 publications · 281 citations

    4

    h-index

1–5