Concepedia

Pattern Mining In Sequences

Pattern Mining in Sequences is a computational methodology within data mining that identifies recurring, significant, and semantically meaningful subsequences or structural regularities in ordered data sequences, distinguished by its focus on extracting temporal, positional, or sequential dependencies that characterize the inherent patterns in sequential datasets.

220

Publications

13K

Citations

533

Authors

284

Institutions

Publications per year

2017–2026

56

Parents

Publications

220

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

Database mining: a performance perspective

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

, , +13

Rule discovery from time series

Gautam Das, King-Ip Lin, Heikki Mannila et al. · 1998 · 628 citations

, , +17

Efficient data mining for path traversal patterns

Ming-Syan Chen⋆, Jong Soo Park, Philip S. Yu · IEEE Transactions on Knowledge and Data Engineering · 1998 · 542 citations

, , +12

1–5 of 220

Authors

533

  1. PF
    Philippe Fournier‐Viger

    Harbin Institute of Technology, China

    16 publications · 1.2K citations

    16

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    15 publications · 1.2K citations

    13

    h-index

  3. XW
    Xindong Wu

    Hefei University of Technology, China

    11 publications · 474 citations

    11

    h-index

  4. WG
    Wensheng Gan

    Jinan University, China

    10 publications · 287 citations

    10

    h-index

  5. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    8 publications · 305 citations

    8

    h-index

1–5 of 533

Institutions

284

  1. Harbin Institute of Technology

    Harbin, China

    14 h-index

    35 publications

    1.5K citations

  2. Jinan University

    Guangzhou, China

    9 h-index

    13 publications

    382 citations

  3. Simon Fraser University

    Burnaby, Canada

    8 h-index

    14 publications

    7.8K citations

  4. University of Illinois Chicago

    Chicago, United States

    8 h-index

    9 publications

    728 citations

  5. Hebei University of Technology

    Tianjin, China

    7 h-index

    22 publications

    833 citations

  6. Florida Atlantic University

    Boca Raton, United States

    7 h-index

    7 publications

    345 citations

  7. National Dong Hwa University

    Hualien City, Taiwan

    6 h-index

    6 publications

    436 citations

  8. University of Vermont

    Burlington, United States

    6 h-index

    10 publications

    322 citations

1–8 of 284

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 11 publications · 2.7K citations

    11

    h-index

  2. ACM Transactions on Knowledge Discovery from Data

    TKDD · 10 publications · 365 citations

    10

    h-index

  3. Information Sciences

    6 publications · 179 citations

    6

    h-index

  4. IEEE Access

    6 publications · 102 citations

    6

    h-index

  5. Knowledge and Information Systems

    6 publications · 194 citations

    6

    h-index

1–5