Concepedia

Kernel-based Change-point Detection

Kernel-Based Change-Point Detection is a change-point detection method that employs kernel functions to map data into a higher-dimensional feature space, enabling the identification of distributional changes through differences in reproducing kernel Hilbert space embeddings.

33

Publications

1.8K

Citations

80

Authors

54

Institutions

Publications per year

2017–2026

13

Parents

Publications

33

Change-Points in Nonparametric Regression Analysis

Hans‐Georg Müller · The Annals of Statistics · 1992 · 369 citations

, , +16

Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations

Allan Aasbjerg Nielsen · IEEE Transactions on Image Processing · 2010 · 150 citations

, , +13

A Kernel Multiple Change-point Algorithm via Model Selection

Sylvain Arlot, Alain Célisse, Zaïd Harchaoui · arXiv (Cornell University) · 2012 · 144 citations · Full text

, , +15

Kernel Change-point Analysis

Zaïd Harchaoui, Éric Moulines, Francis Bach · 2008 · 129 citations

, , +16

A Data-Driven Approach for Detection and Estimation of Residential PV Installations

Xiaochen Zhang, Santiago Grijalva · IEEE Transactions on Smart Grid · 2016 · 105 citations

, , +16

1–5 of 33

Authors

80

  1. ZH
    Zaïd Harchaoui

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

    4 publications · 369 citations

    4

    h-index

  2. AA
    Allan Aasbjerg Nielsen

    Technical University of Denmark, Denmark

    3 publications · 207 citations

    3

    h-index

  3. SA
    Sylvain Arlot

    École Normale Supérieure - PSL, France

    3 publications · 232 citations

    3

    h-index

  4. AC
    Alain Célisse

    Laboratoire Paul Painlevé, France

    3 publications · 251 citations

    3

    h-index

  5. HD
    Hanjun Dai

    Georgia Institute of Technology, United States

    2 publications · 92 citations

    2

    h-index

1–5 of 80

Institutions

54

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    14 publications

    678 citations

  2. Technical University of Denmark

    Kongens Lyngby, Denmark

    3 h-index

    3 publications

    207 citations

  3. Laboratoire Traitement et Communication de l’Information

    Palaiseau, France

    3 h-index

    4 publications

    285 citations

  4. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    8 publications

    468 citations

  5. KU Leuven

    Leuven, Belgium

    2 h-index

    9 publications

    356 citations

  6. Télécom Paris

    Palaiseau, France

    2 h-index

    4 publications

    390 citations

  7. Forschungszentrum Jülich

    Jülich, Germany

    2 h-index

    2 publications

    57 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    95 citations

1–8 of 54

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 244 citations

    4

    h-index

  2. Sequential Analysis

    2 publications · 55 citations

    2

    h-index

  3. Electronic Journal of Statistics

    2 publications · 71 citations

    2

    h-index

  4. Pattern Recognition

    1 publications · 22 citations

    1

    h-index

  5. International Journal of Production Research

    1 publications · 21 citations

    1

    h-index

1–5