Concepedia

Spatiotemporal Sequence Mining

Spatiotemporal Sequence Mining is a subfield of sequence mining that focuses on discovering temporal patterns and sequential relationships in data characterized by both spatial and temporal attributes, distinguishing it from conventional sequence mining by explicitly integrating location and time as integral dimensions of the sequential structure.

44

Publications

2.1K

Citations

128

Authors

63

Institutions

Publications per year

2017–2026

11

Parents

Publications

44

Mining Frequent Spatio-Temporal Sequential Patterns

Huiping Cao, Nikos Mamoulis, David W. Cheung · 2006 · 284 citations

, , +14

Discriminative Subsequence Mining for Action Classification

Sebastian Nowozin, Koji Tsuda · 2007 · 176 citations

, , +14

Discovery of Periodic Patterns in Spatiotemporal Sequences

Huiping Cao, Nikos Mamoulis, David W. Cheung · IEEE Transactions on Knowledge and Data Engineering · 2007 · 157 citations

, , +16

Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data

Alina Bialkowski, Patrick Lucey, Peter Carr et al. · 2014 · 144 citations · Full text

, , +16

STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for weather forecasting

Rafaela Castro, Yania Molina Souto, Eduardo Ogasawara et al. · Neurocomputing · 2020 · 115 citations · Full text

, , +15

1–5 of 44

Authors

128

  1. RA
    Rafal A. Angryk

    Georgia State University, United States

    5 publications · 96 citations

    5

    h-index

  2. BA
    Berkay Aydin

    Georgia State University, United States

    5 publications · 96 citations

    5

    h-index

  3. NM
    Nikos Mamoulis

    University of Hong Kong, Hong Kong SAR China

    3 publications · 494 citations

    3

    h-index

  4. HC
    Huiping Cao

    New Mexico State University, United States

    3 publications · 494 citations

    3

    h-index

  5. DW
    David W. Cheung

    University of Hong Kong, Hong Kong SAR China

    2 publications · 337 citations

    2

    h-index

1–5 of 128

Institutions

63

  1. Georgia State University

    Atlanta, United States

    5 h-index

    11 publications

    206 citations

  2. University of Hong Kong

    Pok Fu Lam, Hong Kong

    3 h-index

    9 publications

    1.5K citations

  3. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    210 citations

  4. Central South University

    Changsha, China

    2 h-index

    3 publications

    185 citations

  5. National Institute of Technology Warangal

    Warangal, India

    2 h-index

    2 publications

    81 citations

  6. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    2 h-index

    4 publications

    48 citations

  7. Vaagdevi College of Engineering

    Bollikunta, India

    2 h-index

    2 publications

    81 citations

  8. Laboratoire d'Informatique en Images et Systèmes d'Information

    Villeurbanne, France

    1 h-index

    1 publications

    16 citations

1–8 of 63

Venues

  1. Future Generation Computer Systems

    FGCS · 2 publications · 34 citations

    2

    h-index

  2. Knowledge-Based Systems

    2 publications · 67 citations

    2

    h-index

  3. Spatial Cognition and Computation

    1 publications · 11 citations

    1

    h-index

  4. Intelligent Data Analysis

    IDA · 1 publications · 11 citations

    1

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 52 citations

    1

    h-index

1–5