Concepedia

Emerging Pattern Mining

Emerging Pattern Mining is a type of frequent pattern mining that identifies itemsets whose support significantly increases from one transaction dataset to another, typically across different time periods or classes, thereby capturing evolving patterns indicative of emerging trends or shifts in data behavior.

47

Publications

2.8K

Citations

109

Authors

59

Institutions

Publications per year

2017–2026

10

Parents

Publications

47

Efficient mining of emerging patterns

Guozhu Dong, Jinyan Li · 1999 · 1K citations

, , +11

Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining

Petra Kralj Novak, Nada Lavrač, Geoffrey I. Webb · 2009 · 333 citations

, , +10

Identifying emerging hotel preferences using Emerging Pattern Mining technique

Gang Li, Rob Law, Huy Quan Vu et al. · Tourism Management · 2014 · 163 citations · Full text

, , +11

Mining border descriptions of emerging patterns from dataset pairs

Guozhu Dong, Jinyan Li · Knowledge and Information Systems · 2004 · 124 citations

, , +8

Fast discovery and the generalization of strong jumping emerging patterns for building compact and accurate classifiers

Haoyang Fan, Kotagiri Ramamohanarao · IEEE Transactions on Knowledge and Data Engineering · 2006 · 98 citations

, , +14

1–5 of 47

Authors

109

  1. KR
    Kotagiri Ramamohanarao

    The University of Melbourne, Australia

    7 publications · 348 citations

    7

    h-index

  2. HL
    Harco Leslie Hendric Spits Warnars

    Binus University, Indonesia

    5 publications · 88 citations

    5

    h-index

  3. KY
    Kui Yu

    Hefei University of Technology, China

    3 publications · 69 citations

    3

    h-index

  4. XW
    Xindong Wu

    Hefei University of Technology, China

    3 publications · 69 citations

    3

    h-index

  5. MJ
    María José del Jesús

    Universidad de Jaén, Spain

    3 publications · 79 citations

    3

    h-index

1–5 of 109

Institutions

59

  1. The University of Melbourne

    Melbourne, Australia

    8 h-index

    16 publications

    1.7K citations

  2. Wright State University

    Dayton, United States

    4 h-index

    4 publications

    1.2K citations

  3. University of Vermont

    Burlington, United States

    3 h-index

    3 publications

    69 citations

  4. Hefei University of Technology

    Hefei, China

    3 h-index

    6 publications

    122 citations

  5. University of Massachusetts Boston

    Boston, United States

    3 h-index

    6 publications

    140 citations

  6. Universidad de Jaén

    Jaén, Spain

    3 h-index

    10 publications

    220 citations

  7. Peking University

    Beijing, China

    2 h-index

    6 publications

    78 citations

  8. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    4 publications

    120 citations

1–8 of 59

Venues

  1. Journal of Chemical Information and Modeling

    JCIM · 2 publications · 60 citations

    2

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 115 citations

    2

    h-index

  3. 2

    h-index

  4. Education and Information Technologies

    1 publications · 25 citations

    1

    h-index

  5. 1

    h-index

1–5