Concepedia

State Space Imputation

State Space Imputation is a missing data imputation method that operates within a state space model framework, distinguishing itself by jointly estimating latent system states and parameters through recursive filtering and smoothing techniques to reconstruct missing observations in time series data.

13

Publications

909

Citations

51

Authors

26

Institutions

Publications per year

2017–2026

9

Parents

Publications

13

A tensor-based method for missing traffic data completion

Huachun Tan, Guangdong Feng, Jianshuai Feng et al. · Transportation Research Part C Emerging Technologies · 2013 · 428 citations · Full text

, , +14

Tensor based missing traffic data completion with spatial–temporal correlation

Bin Ran, Huachun Tan, Yuankai Wu et al. · Physica A Statistical Mechanics and its Applications · 2015 · 150 citations

, , +13

Reconstructing Missing Data in State Estimation With Autoencoders

Vladimiro Miranda, Jakov Krstulovic, Hrvoje Keko et al. · IEEE Transactions on Power Systems · 2011 · 116 citations

, , +17

Imputation of Missing Values in Daily Wind Speed Data Using Hybrid AR-ANN Method

Osamah Basheer Shukur, Muhammad Hisyam Lee · Modern Applied Science · 2015 · 32 citations · Full text

, , +13

Autoregressive matrix factorization for imputation and forecasting of spatiotemporal structural monitoring time series

Peijie Zhang, Pu Ren, Yang Liu et al. · Mechanical Systems and Signal Processing · 2022 · 29 citations

, , +14

1–5 of 13

Authors

51

  1. HT
    Huachun Tan

    Beijing Institute of Technology, China

    2 publications · 578 citations

    2

    h-index

  2. QY
    Qiaolin Ye

    Nanjing Forestry University, China

    1 publications · 24 citations

    1

    h-index

  3. SD
    Shweta Dahale

    Kansas State University, United States

    1 publications · 27 citations

    1

    h-index

  4. AR
    Abduh Riski

    Universitas Jember, Indonesia

    1 publications · 20 citations

    1

    h-index

  5. DK
    Dong‐Kyu Kim

    Seoul National University, South Korea

    1 publications · 19 citations

    1

    h-index

1–5 of 51

Institutions

26

  1. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    2 publications

    578 citations

  2. Beijing Institute of Technology

    Beijing, China

    2 h-index

    6 publications

    2K citations

  3. Beijing Institute of Big Data Research

    Beijing, China

    1 h-index

    1 publications

    29 citations

  4. Sun Yat-sen University

    Guangzhou, China

    1 h-index

    1 publications

    28 citations

  5. IBM Research (China)

    Beijing, China

    1 h-index

    1 publications

    428 citations

  6. Huazhong Agricultural University

    Wuhan, China

    1 h-index

    3 publications

    30 citations

  7. University of Technology Malaysia

    Johor Bahru, Malaysia

    1 h-index

    2 publications

    64 citations

  8. Tsinghua University

    Beijing, China

    1 h-index

    1 publications

    428 citations

1–8 of 26

Venues

  1. IEEE Transactions on Power Systems

    2 publications · 143 citations

    2

    h-index

  2. Applied Sciences

    1 publications · 19 citations

    1

    h-index

  3. Journal of Physics Conference Series

    1 publications · 20 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5