Concepedia

Change-point Localization

Change-Point Localization is the task of precisely identifying the temporal or spatial positions at which the statistical properties of a stochastic process undergo abrupt changes, distinguishing it from broader change-point detection by focusing on the exact estimation of change-point locations rather than mere existence or number.

213

Publications

10.6K

Citations

456

Authors

300

Institutions

Publications per year

2017–2026

65

Parents

Publications

213

Selective review of offline change point detection methods

Charles Truong, Laurent Oudre, Nicolas Vayatis · Signal Processing · 2019 · 1.2K citations · Full text

, , +7

ON ESTIMATING THRESHOLDS IN AUTOREGRESSIVE MODELS

Kung‐Sik Chan, H. Tong · Journal of Time Series Analysis · 1986 · 566 citations

, , +16

Wild binary segmentation for multiple change-point detection

The Annals of Statistics · 2014 · 540 citations · Full text

, , +14

Change-point detection in time-series data by relative density-ratio estimation

Song Liu, Makoto Yamada, Nigel Collier et al. · Neural Networks · 2013 · 440 citations · Full text

, , +12

Multiple Change-Point Estimation With a Total Variation Penalty

Zaïd Harchaoui, Céline Lévy‐Leduc · Journal of the American Statistical Association · 2010 · 314 citations

, , +15

1–5 of 213

Authors

456

  1. DW
    Daren Wang

    University of Michigan, United States

    9 publications · 328 citations

    9

    h-index

  2. YY
    Yi Yu

    University of Science and Technology of China, China

    9 publications · 318 citations

    9

    h-index

  3. AR
    Alessandro Rinaldo

    Carnegie Mellon University, United States

    8 publications · 305 citations

    8

    h-index

  4. ZH
    Zaïd Harchaoui

    Institut national de recherche en sciences et technologies du numérique, France

    5 publications · 601 citations

    5

    h-index

  5. LH
    Lajos Horváth

    University of Utah, United States

    4 publications · 163 citations

    4

    h-index

1–5 of 456

Institutions

300

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    21 publications

    4.8K citations

  2. Lancaster University

    Lancaster, United Kingdom

    5 h-index

    9 publications

    498 citations

  3. Nankai University

    Tianjin, China

    4 h-index

    6 publications

    624 citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    5 publications

    1.3K citations

  5. University of Utah

    Salt Lake City, United States

    4 h-index

    4 publications

    163 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    6 publications

    445 citations

  7. Fudan University

    Shanghai, China

    4 h-index

    8 publications

    163 citations

  8. London School of Economics and Political Science

    London, United Kingdom

    3 h-index

    5 publications

    128 citations

1–8 of 300

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 489 citations

    15

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 10 publications · 325 citations

    10

    h-index

  3. Technometrics

    7 publications · 448 citations

    7

    h-index

  4. Journal of Statistical Planning and Inference

    6 publications · 144 citations

    6

    h-index

  5. Statistics & Probability Letters

    6 publications · 102 citations

    6

    h-index

1–5