Concepedia

Feature Engineering For Spatial Classification

Feature Engineering for Spatial Classification is a methodological framework within geospatial feature engineering that specifically involves the systematic derivation and transformation of spatial and non-spatial attributes to enhance discriminative capability in classifying geographic entities or regions.

5

Publications

165

Citations

16

Authors

5

Institutions

Publications per year

2017–2026

5

Parents

Publications

5

Spectral-spatial classification of hyperspectral data with mutual information based segmented stacked autoencoder approach

Subir Paul, D. Nagesh Kumar · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 53 citations

, , +15

An unsupervised technique for optimal feature selection in attribute profiles for spectral-spatial classification of hyperspectral images

Kaushal Bhardwaj, Swarnajyoti Patra · ISPRS Journal of Photogrammetry and Remote Sensing · 2018 · 46 citations

, , +16

Superpixel Tensor Model for Spatial–Spectral Classification of Remote Sensing Images

Yanfeng Gu, Tianzhu Liu, Jun Li · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 29 citations

, , +15

A random forest classifier with cost-sensitive learning to extract urban landmarks from an imbalanced dataset

Mengjun Kang, Mengqi Wang, Lin Li et al. · International Journal of Geographical Information Systems · 2021 · 24 citations

, , +17

A spatial feature engineering algorithm for creating air pollution health datasets

Raja Sher Afgun Usmani, Thulasyammal Ramiah Pillai, N. Z. Jhanjhi et al. · International Journal of Cognitive Computing in Engineering · 2020 · 13 citations · Full text

, , +17

1–5 of 5

Authors

16

  1. SP
    Subir Paul

    Indian Institute of Science Bangalore, India

    1 publications · 53 citations

    1

    h-index

  2. LL
    Lin Li

    Wuhan University, China

    1 publications · 24 citations

    1

    h-index

  3. MW
    Min Weng

    Wuhan University, China

    1 publications · 24 citations

    1

    h-index

  4. SP
    Swarnajyoti Patra

    Tezpur University, India

    1 publications · 46 citations

    1

    h-index

  5. YG
    Yanfeng Gu

    Harbin Institute of Technology, China

    1 publications · 29 citations

    1

    h-index

1–5 of 16

Institutions

5

  1. Taylor's University

    Subang Jaya, Malaysia

    1 h-index

    4 publications

    52 citations

  2. Tezpur University

    Tezpur, India

    1 h-index

    2 publications

    92 citations

  3. Wuhan University

    Wuhan, China

    1 h-index

    4 publications

    96 citations

  4. Indian Institute of Science Bangalore

    Bengaluru, India

    1 h-index

    2 publications

    106 citations

  5. Harbin Institute of Technology

    Harbin, China

    1 h-index

    2 publications

    58 citations

  6. Shaikh Zayed Medical College and Hospital

    Rahim Yar Khan, Pakistan

    1 publications

    11 citations

  7. University College Dublin

    Dublin, Ireland

    1 publications

    11 citations

  8. London South Bank University

    London, United Kingdom

    1 publications

    11 citations

1–8 of 5

Venues

  1. 2

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. IEEE Access

    1 publications · 11 citations

1–5