Concepedia

Spatial Feature Engineering

Spatial Feature Engineering is a specialized branch of feature engineering that focuses on the extraction, transformation, and construction of features from spatial or geographic data to improve the performance of machine learning models in location-aware applications.

1K

Publications

60.9K

Citations

3.9K

Authors

1.1K

Institutions

Publications per year

2017–2026

748

Parents

Children

Publications

1K

Discriminative Correlation Filter with Channel and Spatial Reliability

Alan Lukežič, Luka Čehovin Zajc, Matej Kristan · 2017 · 1.2K citations

, , +11

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Dingqi Yang, Daqing Zhang, Vincent W. Zheng et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2014 · 810 citations

, , +17

Feature Mining for Localised Crowd Counting

Ke Chen, Chen Change Loy, Shaogang Gong et al. · 2012 · 706 citations · Full text

, , +14

Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers

Martin Weinmann, B. Jutzi, Stefan Hinz et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 688 citations

, , +16

What makes Paris look like Paris?

Carl Doersch, Saurabh Singh, Abhinav Gupta et al. · ACM Transactions on Graphics · 2012 · 687 citations

, , +13

1–5 of 1K

Authors

3.9K

  1. MM
    Michael Milford

    Queensland University of Technology, Australia

    7 publications · 350 citations

    7

    h-index

  2. LW
    Lizhen Wang

    Yunnan University, China

    6 publications · 176 citations

    6

    h-index

  3. QY
    Qiang Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    6 publications · 409 citations

    6

    h-index

  4. DT
    Dieu Tien Bui

    Duy Tan University, Vietnam

    5 publications · 686 citations

    5

    h-index

  5. YL
    Yu Liu

    Peking University, China

    5 publications · 327 citations

    5

    h-index

1–5 of 3.9K

Institutions

1.1K

  1. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    154 publications

    8.3K citations

  2. Wuhan University

    Wuhan, China

    22 h-index

    105 publications

    3.9K citations

  3. University of Chinese Academy of Sciences

    Beijing, China

    22 h-index

    73 publications

    3.9K citations

  4. Peking University

    Beijing, China

    17 h-index

    52 publications

    4.4K citations

  5. Nanyang Technological University

    Singapore, Singapore

    15 h-index

    43 publications

    2.2K citations

  6. Zhejiang University

    Hangzhou, China

    14 h-index

    33 publications

    1.4K citations

  7. China University of Geosciences

    Wuhan, China

    14 h-index

    46 publications

    2.5K citations

  8. Shanghai Jiao Tong University

    Shanghai, China

    13 h-index

    46 publications

    3.2K citations

1–8 of 1.1K

Venues

  1. 20

    h-index

  2. arXiv (Cornell University)

    Repository · 33 publications · 1.5K citations

    20

    h-index

  3. Remote Sensing

    30 publications · 1K citations

    20

    h-index

  4. IEEE Access

    23 publications · 1.3K citations

    18

    h-index

  5. Computers Environment and Urban Systems

    16 publications · 728 citations

    16

    h-index

1–5