Concepedia

Point Process Prediction

Point Process Prediction is a methodological framework within stochastic process analysis that enables the forecasting of future event times and locations by modeling the conditional intensity function of a point process based on its historical realization.

39

Publications

1.4K

Citations

102

Authors

55

Institutions

Publications per year

2017–2026

18

Parents

Publications

39

Spatiotemporal Prediction for Log-Gaussian Cox Processes

Anders Brix, Peter J. Diggle · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2001 · 208 citations · Full text

, , +16

Estimating value-at-risk: a point process approach

Valérie Chavez‐Demoulin, A. C. Davison, Alexander J. McNeil · Quantitative Finance · 2005 · 196 citations · Full text

, , +17

Novel evaluation metrics for sparse spatio-temporal point process hotspot predictions - a crime case study

Monsuru Adepeju, Gabriel Rosser, Tao Cheng · International Journal of Geographical Information Systems · 2016 · 73 citations · Full text

, , +17

A Review of Self-Exciting Spatio-Temporal Point Processes and Their Applications

Statistical Science · 2018 · 64 citations · Full text

, , +16

A Tutorial on Hawkes Processes for Events in Social Media

arXiv (Cornell University) · 2017 · 61 citations · Full text

, , +17

1–5 of 39

Authors

102

  1. HZ
    Hongyuan Zha

    Georgia Institute of Technology, United States

    4 publications · 83 citations

    4

    h-index

  2. LS
    Le Song

    Georgia Institute of Technology, United States

    3 publications · 58 citations

    3

    h-index

  3. BK
    Baeho Kim

    Korea University, South Korea

    2 publications · 51 citations

    2

    h-index

  4. DE
    Donald E. Brown

    University of Virginia, United States

    2 publications · 40 citations

    2

    h-index

  5. KG
    Kay Giesecke

    Stanford University, United States

    2 publications · 51 citations

    2

    h-index

1–5 of 102

Institutions

55

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    11 publications

    208 citations

  2. University of Virginia

    Charlottesville, United States

    3 h-index

    3 publications

    53 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    4 publications

    146 citations

  4. Georgia State University

    Atlanta, United States

    2 h-index

    2 publications

    26 citations

  5. Korea University

    Seoul, South Korea

    2 h-index

    2 publications

    51 citations

  6. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    51 citations

  7. Victoria University of Wellington

    Wellington, New Zealand

    2 h-index

    2 publications

    60 citations

  8. Australian National University

    Canberra, Australia

    2 h-index

    2 publications

    60 citations

1–8 of 55

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 118 citations

    4

    h-index

  2. Journal of Applied Probability

    JAP · 2 publications · 60 citations

    2

    h-index

  3. IEEE Transactions on Multimedia

    1 publications · 40 citations

    1

    h-index

  4. 1

    h-index

  5. Quantitative Finance

    1 publications · 196 citations

    1

    h-index

1–5