Concepedia

Feature Crosses

Feature Crosses is a polynomial feature engineering technique that belongs to the class of feature transformation methods, distinguished by its creation of new synthetic features through the multiplicative combination of two or more existing features to capture nonlinear interactions in data.

7

Publications

780

Citations

23

Authors

9

Institutions

Publications per year

2017–2026

4

Parents

Publications

7

DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems

2021 · 507 citations · Full text

, , +13

AutoCross

Yuanfei Luo, Mengshuo Wang, Hao Zhou et al. · 2019 · 95 citations

, , +16

The Iconography of the St. Andrew Auckland Cross

Judith Calvert · The Art Bulletin · 1984 · 52 citations

, , +17

Reducing the own-race bias in face recognition by attentional shift using fixation crosses preceding the lower half of a face

Peter J. Hills, Michael B. Lewis · Visual Cognition · 2010 · 47 citations · Full text

, , +17

Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions

Fuli Feng, Xiangnan He, Hanwang Zhang et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 39 citations

, , +16

1–5 of 7

Authors

23

  1. MB
    Michael B. Lewis

    Cardiff University, United Kingdom

    1 publications · 47 citations

    1

    h-index

  2. YC
    Yuqiang Chen

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

    1 publications · 95 citations

    1

    h-index

  3. JC
    Judith Calvert

    Southern Connecticut State University, United States

    1 publications · 52 citations

    1

    h-index

  4. HZ
    Hao Zhou

    UNSW Sydney, Australia

    1 publications · 95 citations

    1

    h-index

  5. DZ
    Derek Zhiyuan Cheng

    Google (United States), United States

    1 publications · 13 citations

    1

    h-index

1–5 of 23

Institutions

9

  1. University of Washington

    Seattle, United States

    1 h-index

    1 publications

    27 citations

  2. University of Science and Technology of China

    Hefei, China

    1 h-index

    1 publications

    39 citations

  3. National University of Singapore

    Singapore, Singapore

    1 h-index

    2 publications

    78 citations

  4. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    1 publications

    39 citations

  5. Southern Connecticut State University

    New Haven, United States

    1 h-index

    1 publications

    52 citations

  6. Google (United States)

    Mountain View, United States

    1 h-index

    7 publications

    3.5K citations

  7. Cardiff University

    Cardiff, United Kingdom

    1 h-index

    1 publications

    47 citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    95 citations

1–8 of 9

Venues

  1. Brittonia

    1 publications · 27 citations

    1

    h-index

  2. Visual Cognition

    1 publications · 47 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 13 citations

    1

    h-index

  4. The Art Bulletin

    1 publications · 52 citations

    1

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 39 citations

    1

    h-index

1–5