Concepedia

Event Sequence Mining

Event Sequence Mining is a temporal data mining task that identifies frequent and significant patterns of discrete events occurring in chronological order within an event sequence, distinguishing it from other temporal pattern discovery methods by focusing on the temporal ordering and co-occurrence of symbolic events rather than numerical time series or interval-based behaviors.

156

Publications

6.2K

Citations

444

Authors

193

Institutions

Publications per year

2017–2026

49

Parents

Publications

156

Discovery of Frequent Episodes in Event Sequences

Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo · Data Mining and Knowledge Discovery · 1997 · 1.4K citations

, , +13

Discovering generalized episodes using minimal occurrences

Heikki Mannila, Hannu Toivonen · 1996 · 309 citations

, , +14

Learning to predict rare events in event sequences

Gary M. Weiss, Haym Hirsh · 1998 · 213 citations

, , +17

Predicting rare events in temporal domains

Ricardo Vilalta, Sheng Ma · 2003 · 157 citations

, , +16

Static specification mining using automata-based abstractions

Sharon Shoham, Eran Yahav, Stephen J. Fink et al. · 2007 · 134 citations

, , +13

1–5 of 156

Authors

444

  1. SL
    Srivatsan Laxman

    Microsoft Research (India), India

    5 publications · 321 citations

    5

    h-index

  2. RG
    Robert Gwadera

    Purdue University West Lafayette, United States

    5 publications · 217 citations

    5

    h-index

  3. JW
    Jin Wang

    University of California, Los Angeles, United States

    4 publications · 133 citations

    4

    h-index

  4. HZ
    Hongyuan Zha

    Georgia Institute of Technology, United States

    4 publications · 178 citations

    4

    h-index

  5. QH
    Qing He

    Chinese Academy of Sciences, China

    4 publications · 128 citations

    4

    h-index

1–5 of 444

Institutions

193

  1. IBM (United States)

    Armonk, United States

    6 h-index

    15 publications

    1K citations

  2. Institute of Computing Technology

    Beijing, China

    6 h-index

    28 publications

    1.1K citations

  3. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    5 h-index

    13 publications

    914 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    18 publications

    416 citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    5 h-index

    20 publications

    666 citations

  6. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    18 publications

    752 citations

  7. Microsoft (United States)

    Redmond, United States

    4 h-index

    8 publications

    422 citations

  8. National Cheng Kung University

    Tainan City, Taiwan

    4 h-index

    11 publications

    677 citations

1–8 of 193

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 146 citations

    5

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 5 publications · 276 citations

    5

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 217 citations

    4

    h-index

  4. Expert Systems with Applications

    4 publications · 105 citations

    4

    h-index

  5. Knowledge-Based Systems

    3 publications · 80 citations

    3

    h-index

1–5