Concepedia

Computational Time Series Analysis

Computational Time Series Analysis is a subfield of statistical computing that focuses on the development and application of algorithmic and numerical methods for modeling, forecasting, and inference in time-dependent data sequences.

6K

Publications

416.8K

Citations

15.3K

Authors

3.6K

Institutions

Publications per year

2017–2026

2.6K

Parents

Children

Publications

6K

The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms

P. D. Welch · IEEE Transactions on Audio and Electroacoustics · 1967 · 12K citations

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Forecasting with artificial neural networks:

Guoqiang Zhang, B. Eddy Patuwo, Michael Y. Hu · International Journal of Forecasting · 1998 · 4.2K citations

, , +11

Testing for nonlinearity in time series: the method of surrogate data

James Theiler, Stephen Eubank, André Longtin et al. · Physica D Nonlinear Phenomena · 1992 · 3.8K citations

, , +9

Multiscale Entropy Analysis of Complex Physiologic Time Series

Madalena D. Costa, Ary L. Goldberger, Chung‐Kang Peng · Physical Review Letters · 2002 · 3.2K citations

, , +13

Wavelet methods for time series analysis

Choice Reviews Online · 2001 · 2.6K citations

, , +16

1–5 of 6K

Authors

15.3K

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    53 publications · 11.6K citations

    38

    h-index

  2. PS
    Pengjian Shang

    Beijing Jiaotong University, China

    39 publications · 1.3K citations

    23

    h-index

  3. WP
    Witold Pedrycz

    University of Alberta, Canada

    23 publications · 1.5K citations

    21

    h-index

  4. WH
    Wei‐Chiang Hong

    Asia Eastern University of Science and Technology, Taiwan

    20 publications · 2.3K citations

    18

    h-index

  5. EE
    Erol Eğrioğlu

    Giresun University, Türkiye

    19 publications · 1.3K citations

    17

    h-index

1–5 of 15.3K

Institutions

3.6K

  1. North China Electric Power University

    Beijing, China

    46 h-index

    276 publications

    19.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    38 h-index

    182 publications

    10.6K citations

  3. University of California, Riverside

    Riverside, United States

    35 h-index

    141 publications

    27.2K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    35 h-index

    151 publications

    14.8K citations

  5. Beijing Jiaotong University

    Beijing, China

    30 h-index

    193 publications

    6.5K citations

  6. Central South University

    Changsha, China

    29 h-index

    153 publications

    11.4K citations

  7. Huazhong University of Science and Technology

    Wuhan, China

    29 h-index

    113 publications

    10.1K citations

  8. University of Alberta

    Edmonton, Canada

    28 h-index

    59 publications

    3.4K citations

1–8 of 3.6K

Venues

  1. Expert Systems with Applications

    128 publications · 10.9K citations

    59

    h-index

  2. Energy

    90 publications · 8.8K citations

    58

    h-index

  3. Applied Soft Computing

    87 publications · 5.5K citations

    43

    h-index

  4. Neurocomputing

    84 publications · 7.6K citations

    42

    h-index

  5. Energies

    83 publications · 3.8K citations

    36

    h-index

1–5