Concepedia

Sequence Mining

Sequence Mining is a data mining technique that discovers frequent sequential patterns or ordered relationships among data items over time within a database, distinguishing it from other pattern mining methods by its focus on temporal or ordered occurrences.

1.6K

Publications

102.5K

Citations

3.4K

Authors

1.1K

Institutions

Publications per year

2017–2026

370

Variants

Sequential Pattern Mining

Parents

Children

Publications

1.6K

Fitting a mixture model by expectation maximization to discover motifs in biopolymers.

Trisha L. Bailey, Charles Elkan · PubMed · 1994 · 5.1K citations

, , +16

SPADE: An Efficient Algorithm for Mining Frequent Sequences

Mohammed J. Zaki · Machine Learning · 2001 · 1.8K citations · Full text

, , +7

PrefixSpan,: mining sequential patterns efficiently by prefix-projected pattern growth

Jian Pei, Jiawei Han, Behzad Mortazavi-Asl et al. · 2005 · 1.8K citations

, , +6

Fast subsequence matching in time-series databases

Christos Faloutsos, M. Ranganathan, Yannis Manolopoulos · 1994 · 1.7K citations · Full text

, , +13

Database mining: a performance perspective

R. K. Agrawal, Tomasz Imieliński, A. Swami · IEEE Transactions on Knowledge and Data Engineering · 1993 · 1.5K citations

, , +13

1–5 of 1.6K

Authors

3.4K

  1. PF
    Philippe Fournier‐Viger

    Harbin Institute of Technology, China

    30 publications · 1.8K citations

    24

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    34 publications · 2.7K citations

    24

    h-index

  3. XW
    Xindong Wu

    Hefei University of Technology, China

    24 publications · 929 citations

    19

    h-index

  4. EK
    Eamonn Keogh

    University of California, Riverside, United States

    20 publications · 4.6K citations

    18

    h-index

  5. JP
    Jian Pei

    Simon Fraser University, Canada

    20 publications · 5K citations

    17

    h-index

1–5 of 3.4K

Institutions

1.1K

  1. Harbin Institute of Technology

    Harbin, China

    25 h-index

    73 publications

    3.5K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    24 h-index

    72 publications

    14.4K citations

  3. University of California, Riverside

    Riverside, United States

    22 h-index

    62 publications

    14.9K citations

  4. University of Technology Sydney

    Sydney, Australia

    18 h-index

    54 publications

    2.8K citations

  5. National Cheng Kung University

    Tainan City, Taiwan

    18 h-index

    49 publications

    3.1K citations

  6. IBM (United States)

    Armonk, United States

    18 h-index

    57 publications

    3.5K citations

  7. Simon Fraser University

    Burnaby, Canada

    17 h-index

    41 publications

    15.2K citations

  8. Tsinghua University

    Beijing, China

    16 h-index

    68 publications

    3.2K citations

1–8 of 1.1K

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 50 publications · 7.4K citations

    33

    h-index

  2. Information Sciences

    31 publications · 1.2K citations

    23

    h-index

  3. Knowledge and Information Systems

    28 publications · 1.5K citations

    22

    h-index

  4. Expert Systems with Applications

    31 publications · 1.8K citations

    22

    h-index

  5. Applied Intelligence

    25 publications · 849 citations

    18

    h-index

1–5