Concepedia

Temporal Imputation

Temporal Imputation is a temporal feature engineering technique that specifically addresses the restoration of missing or irregularly sampled data points in time series by leveraging temporal dependencies and structural patterns unique to chronological sequences.

29

Publications

799

Citations

113

Authors

56

Institutions

Publications per year

2017–2026

21

Parents

Publications

29

Temporal Belief Memory: Imputing Missing Data during RNN Training

Yeo Jin Kim, Min Chi · 2018 · 68 citations · Full text

, , +17

A spatial-temporal imputation technique for classification with missing data in a wireless sensor network

Yuanyuan Li, Lynne E. Parker · 2008 · 51 citations

, , +15

A Kriging based spatiotemporal approach for traffic volume data imputation

Jianjiang Yang, Lee D. Han, Xiaohan Liu et al. · PLoS ONE · 2018 · 48 citations · Full text

, , +17

Spatiotemporal Tensor Completion for Improved Urban Traffic Imputation

Ahmed Ben Said, Abdelkarim Erradi · IEEE Transactions on Intelligent Transportation Systems · 2021 · 46 citations · Full text

, , +16

CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation

Jiawei Ma, Zheng Shou, Alireza Zareian et al. · arXiv (Cornell University) · 2019 · 39 citations · Full text

, , +15

1–5 of 29

Authors

113

  1. YL
    Yuanyuan Li

    Shanghai University of Engineering Science, China

    2 publications · 74 citations

    2

    h-index

  2. LE
    Lynne E. Parker

    University of Tennessee at Knoxville, United States

    2 publications · 74 citations

    2

    h-index

  3. AM
    Anastasia Moiseeva

    State Research Center of Virology and Biotechnology VECTOR, Russia

    1 publications · 11 citations

    1

    h-index

  4. SK
    Seyun Kim

    Seoul National University, South Korea

    1 publications · 20 citations

    1

    h-index

  5. SR
    Sara R. Jaeger

    Plant & Food Research, New Zealand

    1 publications · 20 citations

    1

    h-index

1–5 of 113

Institutions

56

  1. University of Tennessee at Knoxville

    Knoxville, United States

    3 h-index

    5 publications

    196 citations

  2. The University of Queensland

    Brisbane, Australia

    2 h-index

    5 publications

    116 citations

  3. South China University of Technology

    Guangzhou, China

    2 h-index

    7 publications

    204 citations

  4. Hunan University

    Changsha, China

    1 h-index

    3 publications

    96 citations

  5. Tongji University

    Shanghai, China

    1 h-index

    2 publications

    48 citations

  6. Zhejiang University of Technology

    Hangzhou, China

    1 h-index

    4 publications

    56 citations

  7. China Electric Power Research Institute

    Beijing, China

    1 h-index

    3 publications

    72 citations

  8. Southern University of Science and Technology

    Shenzhen, China

    1 h-index

    3 publications

    33 citations

1–8 of 56

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 73 citations

    2

    h-index

  2. IEEE Transactions on Biomedical Engineering

    1 publications · 12 citations

    1

    h-index

  3. IEEE Sensors Journal

    1 publications · 32 citations

    1

    h-index

  4. Information Sciences

    1 publications · 21 citations

    1

    h-index

  5. Applied Intelligence

    1 publications · 30 citations

    1

    h-index

1–5