Concepedia

Motion Pattern Mining

Motion Pattern Mining is a computational methodology within traffic behavior analysis that identifies and extracts recurring spatiotemporal movement regularities of traffic participants from trajectory data to model and predict their future motions.

69

Publications

3.6K

Citations

222

Authors

103

Institutions

Publications per year

2017–2026

21

Parents

Publications

69

Mining periodic behaviors for moving objects

Zhenhui Li, Bolin Ding, Jiawei Han et al. · 2010 · 301 citations

, , +15

A Self-Adaptive Parameter Selection Trajectory Prediction Approach via Hidden Markov Models

Shaojie Qiao, Dayong Shen, Xiaoteng Wang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 287 citations

, , +12

Statistical analysis of motion patterns in AIS Data: Anomaly detection and motion prediction

Branko Ristić, B. La Scala, Mark R. Morelande et al. · 2008 · 274 citations

, , +16

Discovering relative motion patterns in groups of moving point objects

Patrick Laube, Stephan Imfeld, Robert Weibel · International Journal of Geographical Information Systems · 2005 · 270 citations

, , +17

A Survey on Trajectory Data Mining: Techniques and Applications

Zhenni Feng, Yanmin Zhu · IEEE Access · 2016 · 250 citations · Full text

, , +16

1–5 of 69

Authors

222

  1. RK
    Roland Kays

    North Carolina Museum of Natural Sciences, United States

    4 publications · 563 citations

    4

    h-index

  2. ZL
    Zhenhui Li

    Kunming Medical University, China

    4 publications · 496 citations

    4

    h-index

  3. BD
    Bolin Ding

    Alibaba Group (United States), United States

    3 publications · 473 citations

    3

    h-index

  4. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    3 publications · 524 citations

    3

    h-index

  5. JM
    Ji Ming

    Queen's University Belfast, United Kingdom

    2 publications · 223 citations

    2

    h-index

1–5 of 222

Institutions

103

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    17 publications

    2.2K citations

  2. New York State Museum

    Albany, United States

    3 h-index

    3 publications

    524 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    9 publications

    304 citations

  4. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    6 publications

    189 citations

  5. Northwestern Polytechnical University

    Xi'an, China

    3 h-index

    6 publications

    122 citations

  6. Tsinghua University

    Beijing, China

    2 h-index

    5 publications

    141 citations

  7. Aalborg University

    Aalborg, Denmark

    2 h-index

    4 publications

    275 citations

  8. University of Essex

    Colchester, United Kingdom

    2 h-index

    4 publications

    267 citations

1–8 of 103

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 5 publications · 239 citations

    5

    h-index

  2. 4

    h-index

  3. IEEE Access

    2 publications · 273 citations

    2

    h-index

  4. ACM Transactions on Intelligent Systems and Technology

    TIST · 2 publications · 148 citations

    2

    h-index

  5. Accident Analysis & Prevention

    2 publications · 96 citations

    2

    h-index

1–5