Concepedia

Change Point Features

Change Point Features is a temporal feature engineering construct that identifies and characterizes abrupt changes in the statistical properties of a time series, distinguishing itself by capturing structural breaks indicative of regime shifts or anomalies within sequential data.

27

Publications

1.1K

Citations

105

Authors

45

Institutions

Publications per year

2017–2026

16

Parents

Publications

27

Flood peak distributions for the eastern United States

Gabriele Villarini, James A. Smith · Water Resources Research · 2010 · 355 citations · Full text

, , +14

Narrowest-Over-Threshold Detection of Multiple Change-points and Change-point-like Features

Rafał Baranowski, Yining Chen, Piotr Fryźlewicz · arXiv (Cornell University) · 2016 · 143 citations · Full text

, , +14

Detecting large scale conversion of mangroves to aquaculture with change point and mixed-pixel analyses of high-fidelity MODIS data

Abdullah F. Rahman, D. Dragoni, Kamel Didan et al. · Remote Sensing of Environment · 2012 · 100 citations

, , +17

Dynamic Fault Prediction of Power Transformers Based on Lasso Regression and Change Point Detection by Dissolved Gas Analysis

Jun Jiang, Ruyi Chen, Chaohai Zhang et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 2020 · 56 citations

, , +17

Change-point detection with feature selection in high-dimensional time-series data

Makoto Yamada, Akisato Kimura, Futoshi Naya et al. · International Joint Conference on Artificial Intelligence · 2013 · 45 citations

, , +15

1–5 of 27

Authors

105

  1. OM
    Okan Mert Katipoğlu

    Erzincan Binali Yıldırım University, Türkiye

    2 publications · 28 citations

    2

    h-index

  2. DD
    D. Dragoni

    Indiana University Bloomington, United States

    1 publications · 100 citations

    1

    h-index

  3. CV
    Christian von Borczyskowski

    Chemnitz University of Technology, Germany

    1 publications · 25 citations

    1

    h-index

  4. YX
    Yuanyuan Xia

    Qingdao University of Science and Technology, China

    1 publications · 18 citations

    1

    h-index

  5. TL
    Tiejian Li

    Tsinghua University, China

    1 publications · 27 citations

    1

    h-index

1–5 of 105

Institutions

45

  1. Tsinghua University

    Beijing, China

    3 h-index

    13 publications

    278 citations

  2. Nanjing University of Aeronautics and Astronautics

    Nanjing, China

    2 h-index

    10 publications

    252 citations

  3. Victoria University

    Melbourne, Australia

    2 h-index

    4 publications

    71 citations

  4. Erzincan Binali Yıldırım University

    Erzincan, Türkiye

    2 h-index

    2 publications

    28 citations

  5. Indian Space Research Organisation

    Bengaluru, India

    1 h-index

    1 publications

    18 citations

  6. Magyar Agrár- és Élettudományi Egyetem

    Gödöllő, Hungary

    1 h-index

    1 publications

    13 citations

  7. University of North Carolina at Greensboro

    Greensboro, United States

    1 h-index

    2 publications

    32 citations

  8. American University

    Washington, United States

    1 h-index

    3 publications

    51 citations

1–8 of 45

Venues

  1. PLoS ONE

    1 publications · 21 citations

    1

    h-index

  2. 1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 143 citations

    1

    h-index

  4. Complexity

    1 publications · 38 citations

    1

    h-index

  5. 1

    h-index

1–5