Concepedia

Temporal-spatial Feature Engineering

Temporal-Spatial Feature Engineering is a subclass of geospatial feature engineering that specifically integrates temporal dynamics and spatial dependencies to construct predictive features from spatio-temporally indexed data.

29

Publications

969

Citations

138

Authors

55

Institutions

Publications per year

2017–2026

28

Parents

Publications

29

Outlet water temperature prediction of energy pile based on spatial-temporal feature extraction through CNN–LSTM hybrid model

Weiyi Zhang, Haiyang Zhou, Xiaohua Bao et al. · Energy · 2022 · 99 citations

, , +11

Emotion recognition using spatial-temporal EEG features through convolutional graph attention network

Zhongjie Li, Gaoyan Zhang, Longbiao Wang et al. · Journal of Neural Engineering · 2023 · 76 citations · Full text

, , +17

Intelligent Wearable System With Motion and Emotion Recognition Based on Digital Twin Technology

Chenyu Yu, Zhangyuan Tian, Xiaoxiao Liu et al. · IEEE Internet of Things Journal · 2024 · 74 citations

, , +16

TS-BEV: BEV object detection algorithm based on temporal-spatial feature fusion

Xinlong Dong, Peicheng Shi, Heng Qi et al. · Displays · 2024 · 72 citations

, , +13

Fatigue driving recognition network: fatigue driving recognition via convolutional neural network and long short‐term memory units

Zhitao Xiao, Lei Geng, Fang Zhang et al. · IET Intelligent Transport Systems · 2019 · 68 citations

, , +17

1–5 of 29

Authors

138

  1. CY
    Chunhua Yang

    Central South University, China

    2 publications · 51 citations

    2

    h-index

  2. LN
    Liu Na

    Dalian Polytechnic University, China

    1 publications · 15 citations

    1

    h-index

  3. ZO
    Zhenchao Ouyang

    Beihang University, China

    1 publications · 34 citations

    1

    h-index

  4. KL
    Kin‐Man Lam

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 13 citations

    1

    h-index

  5. SI
    Sasi Inguva

    Google (United States), United States

    1 publications · 21 citations

    1

    h-index

1–5 of 138

Institutions

55

  1. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    9 publications

    280 citations

  2. Central South University

    Changsha, China

    2 h-index

    11 publications

    286 citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    24 citations

  4. Shenzhen University

    Shenzhen, China

    2 h-index

    7 publications

    459 citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    1 h-index

    1 publications

    37 citations

  6. University of Leeds

    Leeds, United Kingdom

    1 h-index

    3 publications

    72 citations

  7. National University of Defense Technology

    Changsha, China

    1 h-index

    3 publications

    96 citations

  8. Tianjin University of Technology

    Tianjin, China

    1 h-index

    6 publications

    408 citations

1–8 of 55

Venues

  1. Renewable Energy

    2 publications · 48 citations

    2

    h-index

  2. IEEE Access

    2 publications · 24 citations

    2

    h-index

  3. Neurocomputing

    2 publications · 60 citations

    2

    h-index

  4. PLoS ONE

    1 publications · 25 citations

    1

    h-index

  5. Signal Image and Video Processing

    1 publications · 21 citations

    1

    h-index

1–5