Concepedia

Feature Transformation

Feature Transformation is a data preprocessing technique within feature engineering that involves applying mathematical functions to existing features to improve model performance by altering their scale, distribution, or structure while preserving their semantic meaning.

734

Publications

104.7K

Citations

2.4K

Authors

797

Institutions

Publications per year

2017–2026

392

Parents

Children

Publications

734

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 55.3K citations

, , +16

GhostNet: More Features From Cheap Operations

Kai Han, Yunhe Wang, Qi Tian et al. · 2020 · 4.4K citations

, , +15

Random Features for Large-Scale Kernel Machines

Ali Rahimi, Benjamin Recht · 2007 · 2.7K citations

, , +14

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

Xintao Wang, Ke Yu, Chao Dong et al. · 2018 · 1.1K citations

, , +15

PointCNN: convolution on Χ -transformed points

Yangyan Li, Rui Bu, Mingchao Sun et al. · 2018 · 761 citations

, , +16

1–5 of 734

Authors

2.4K

  1. JF
    Jiashi Feng

    National University of Singapore, Singapore

    5 publications · 611 citations

    5

    h-index

  2. YW
    Yunhe Wang

    The University of Sydney, Australia

    5 publications · 4.7K citations

    5

    h-index

  3. DB
    David Benavides

    Universidad de Sevilla, Spain

    5 publications · 350 citations

    5

    h-index

  4. MZ
    Mengjie Zhang

    Victoria University of Wellington, New Zealand

    4 publications · 88 citations

    4

    h-index

  5. HL
    Haizhou Li

    National University of Singapore, Singapore

    4 publications · 83 citations

    4

    h-index

1–5 of 2.4K

Institutions

797

  1. Tsinghua University

    Beijing, China

    13 h-index

    43 publications

    2.3K citations

  2. Peking University

    Beijing, China

    13 h-index

    33 publications

    7.1K citations

  3. Chinese Academy of Sciences

    Beijing, China

    12 h-index

    36 publications

    1.4K citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    11 h-index

    41 publications

    3.1K citations

  5. University of Chinese Academy of Sciences

    Beijing, China

    11 h-index

    25 publications

    1.1K citations

  6. Nanyang Technological University

    Singapore, Singapore

    10 h-index

    35 publications

    2K citations

  7. National University of Singapore

    Singapore, Singapore

    10 h-index

    22 publications

    877 citations

  8. Dalian University of Technology

    Dalian, China

    10 h-index

    29 publications

    858 citations

1–8 of 797

Venues

  1. arXiv (Cornell University)

    Repository · 60 publications · 3.9K citations

    31

    h-index

  2. IEEE Access

    16 publications · 961 citations

    15

    h-index

  3. IEEE Transactions on Image Processing

    12 publications · 809 citations

    12

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 11 publications · 989 citations

    11

    h-index

  5. Pattern Recognition

    10 publications · 1.6K citations

    10

    h-index

1–5