Concepedia

Network Change-point Detection

Network Change-Point Detection is a methodological framework within dynamic network analysis that identifies statistically significant temporal transitions in network structure by detecting abrupt changes in topological patterns across sequential network observations.

104

Publications

4.1K

Citations

291

Authors

150

Institutions

Publications per year

2017–2026

36

Parents

Publications

104

A novel approach to detection of intrusions in computer networks via adaptive sequential and batch-sequential change-point detection methods

Alexander G. Tartakovsky, B. L. Rozovskiĭ, Rudolf B. Blažek et al. · IEEE Transactions on Signal Processing · 2006 · 296 citations

, , +17

Collaborative Detection of DDoS Attacks over Multiple Network Domains

Yu Chen, Kai Hwang, Wei‐Shinn Ku · IEEE Transactions on Parallel and Distributed Systems · 2007 · 280 citations

, , +17

Detection of intrusions in information systems by sequential change-point methods

Alexander G. Tartakovsky, B. L. Rozovskiĭ, Rudolf B. Blažek et al. · Statistical Methodology · 2005 · 187 citations

, , +13

Graph-based change-point detection

Hao Chen, Nancy R. Zhang · The Annals of Statistics · 2014 · 161 citations

, , +16

Efficient Computer Network Anomaly Detection by Changepoint Detection Methods

Alexander G. Tartakovsky, Aleksey S. Polunchenko, Grigory Sokolov · IEEE Journal of Selected Topics in Signal Processing · 2012 · 151 citations · Full text

, , +17

1–5 of 104

Authors

291

  1. WK
    Wei‐Shinn Ku

    Auburn University, United States

    3 publications · 308 citations

    3

    h-index

  2. AG
    Alexander G. Tartakovsky

    University of Southern California, United States

    3 publications · 634 citations

    3

    h-index

  3. CD
    Christophe Diot

    Sprint (United States), United States

    3 publications · 83 citations

    3

    h-index

  4. YY
    Yi Yu

    University of Science and Technology of China, China

    3 publications · 161 citations

    3

    h-index

  5. GD
    Giuseppe Di Battista

    Roma Tre University, Italy

    1 publications · 13 citations

    2

    h-index

1–5 of 291

Institutions

150

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    9 publications

    329 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    10 publications

    355 citations

  3. University of Southern California

    Los Angeles, United States

    5 h-index

    11 publications

    2.2K citations

  4. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    8 publications

    250 citations

  5. The University of Melbourne

    Melbourne, Australia

    3 h-index

    3 publications

    63 citations

  6. Binghamton University

    Binghamton, United States

    3 h-index

    3 publications

    448 citations

  7. University of California, Riverside

    Riverside, United States

    2 h-index

    3 publications

    122 citations

  8. Roma Tre University

    Rome, Italy

    2 h-index

    5 publications

    65 citations

1–8 of 150

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 169 citations

    7

    h-index

  2. IEEE Transactions on Signal Processing

    3 publications · 412 citations

    3

    h-index

  3. Statistics and Computing

    2 publications · 59 citations

    2

    h-index

  4. Information Sciences

    2 publications · 34 citations

    2

    h-index

  5. 2

    h-index

1–5