Concepedia

Frequency-domain Classification

Frequency-Domain Classification is a methodological approach within time series classification that transforms time-domain signals into the frequency domain using techniques such as the Fourier Transform, enabling classification based on spectral characteristics rather than temporal patterns.

247

Publications

8.7K

Citations

728

Authors

344

Institutions

Publications per year

2017–2026

102

Parents

Publications

247

Learning in the Frequency Domain

Kai Xu, Minghai Qin, Fei Sun et al. · 2020 · 524 citations

, , +16

Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

Anthony Bagnall, Jason Lines, Jon Hills et al. · IEEE Transactions on Knowledge and Data Engineering · 2015 · 411 citations · Full text

, , +16

Automatic Intrapulse Modulation Classification of Advanced LPI Radar Waveforms

T. Ravi Kishore, K. Deergha Rao · IEEE Transactions on Aerospace and Electronic Systems · 2017 · 193 citations

, , +17

Frequency-based contextual classification and gray-level vector reduction for land-use identification

Peng Gong, Philip J. Howarth · Photogrammetric Engineering & Remote Sensing · 1992 · 185 citations

, , +16

A general method of analysis of frequency data for multiple classification designs.

J. P. Sutcliffe · Psychological Bulletin · 1957 · 177 citations

, , +11

1–5 of 247

Authors

728

  1. LA
    Les Atlas

    University of Washington, United States

    3 publications · 61 citations

    3

    h-index

  2. YN
    Yogendra Narayan

    Chandigarh University, India

    3 publications · 96 citations

    3

    h-index

  3. BB
    B. Boashash

    The University of Queensland, Australia

    3 publications · 155 citations

    3

    h-index

  4. MG
    Moeness G. Amin

    Villanova University, United States

    3 publications · 97 citations

    3

    h-index

  5. CD
    C. Doncarli

    École Centrale de Nantes, France

    3 publications · 109 citations

    3

    h-index

1–5 of 728

Institutions

344

  1. Arizona State University

    Tempe, United States

    6 h-index

    16 publications

    1.3K citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    5 h-index

    9 publications

    243 citations

  3. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    302 citations

  4. Nanyang Technological University

    Singapore, Singapore

    4 h-index

    9 publications

    517 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    9 publications

    258 citations

  6. University of Macau

    Macao, Macao

    4 h-index

    8 publications

    182 citations

  7. Pohang University of Science and Technology

    Pohang, South Korea

    4 h-index

    10 publications

    254 citations

  8. Amirkabir University of Technology

    Tehran, Iran

    3 h-index

    4 publications

    80 citations

1–8 of 344

Venues

  1. Pattern Recognition

    7 publications · 348 citations

    7

    h-index

  2. IEEE Signal Processing Letters

    4 publications · 208 citations

    5

    h-index

  3. Sensors

    5 publications · 129 citations

    5

    h-index

  4. Expert Systems with Applications

    5 publications · 186 citations

    5

    h-index

  5. 4

    h-index

1–5