Concepedia

Feature Crossing

Feature Crossing is a feature construction technique that generates interaction features by combining two or more existing categorical or discrete features through Cartesian product expansion to capture higher-order relationships in domain-specific models.

11

Publications

1.7K

Citations

48

Authors

26

Institutions

Publications per year

2017–2026

6

Parents

Publications

11

Deep & Cross Network for Ad Click Predictions

Ruoxi Wang, Bin Fu, Gang Fu et al. · 2017 · 1.1K citations · Full text

, , +15

Sensitivity to social contingency or stability of interaction? Modelling the dynamics of perceptual crossing

Ezequiel A. Di Paolo, Marieke Rohde, Hiroyuki Iizuka · New Ideas in Psychology · 2007 · 130 citations · Full text

, , +8

AutoCross

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

, , +16

Feature interactions, products, and composition

Don Batory, Peter Höfner, Jong-Wook Kim · 2011 · 92 citations

, , +11

Targeting underspecified segments: A formal analysis of feature-changing and feature-filling rules

Alan Bale, Maxime Papillon, Charles Reiss · Lingua · 2014 · 91 citations

, , +9

1–5 of 11

Authors

48

  1. MW
    Mingliang Wang

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 1.2K citations

    2

    h-index

  2. GF
    Gang Fu

    Wuhan University, China

    2 publications · 1.2K citations

    2

    h-index

  3. RW
    Ruoxi Wang

    Fiberhome Technology Group (China), China

    2 publications · 1.2K citations

    2

    h-index

  4. BF
    Bin Fu

    Hunan University, China

    2 publications · 1.2K citations

    2

    h-index

  5. CR
    Charles Reiss

    Concordia University, Canada

    1 publications · 91 citations

    1

    h-index

1–5 of 48

Institutions

26

  1. Université de Technologie de Compiègne

    Compiègne, France

    2 h-index

    3 publications

    244 citations

  2. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    1.2K citations

  3. Google (United States)

    Mountain View, United States

    2 h-index

    6 publications

    3.5K citations

  4. Kobe University

    Kobe, Japan

    1 h-index

    4 publications

    68 citations

  5. Technische Universität Dresden

    Dresden, Germany

    1 h-index

    1 publications

    40 citations

  6. University of Sussex

    Brighton, United Kingdom

    1 h-index

    3 publications

    390 citations

  7. Sensimetrics Corporation

    Malden, United States

    1 h-index

    1 publications

    24 citations

  8. University of Chinese Academy of Sciences

    Beijing, China

    1 h-index

    1 publications

    21 citations

1–8 of 26

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 1 publications · 24 citations

    1

    h-index

  2. New Ideas in Psychology

    1 publications · 130 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 45 citations

    1

    h-index

  4. Physical review. B./Physical review. B

    PRB · 1 publications · 17 citations

    1

    h-index

  5. Lingua

    1 publications · 91 citations

    1

    h-index

1–5