Concepedia

Nonlinear Feature Interactions

Nonlinear Feature Interactions is a type of feature interaction in machine learning models characterized by the presence of higher-order, non-additive relationships between input variables that cannot be captured by linear combinations alone.

73

Publications

7.2K

Citations

265

Authors

127

Institutions

Publications per year

2017–2026

41

Parents

Publications

73

Wide & Deep Learning for Recommender Systems

Heng-Tze Cheng, Levent Koç, Jeremiah Harmsen et al. · 2016 · 3.3K citations · Full text

, , +14

Deep learning for robust feature generation in audiovisual emotion recognition

Yelin Kim, Honglak Lee, Emily Mower Provost · 2013 · 396 citations

, , +16

Wide & Deep Learning for Recommender Systems

Heng-Tze Cheng, Levent Koç, Jeremiah Harmsen et al. · arXiv (Cornell University) · 2016 · 263 citations · Full text

, , +14

Analyzing the Time Course of Pupillometric Data

Jacolien van Rij, Petra Hendriks, Hedderik van Rijn et al. · Trends in Hearing · 2019 · 232 citations · Full text

, , +12

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection

Xiaojun Chang, Zhigang Ma, Ming Lin et al. · IEEE Transactions on Image Processing · 2017 · 200 citations

, , +13

1–5 of 73

Authors

265

  1. JH
    Jeremiah Harmsen

    Rensselaer Polytechnic Institute, United States

    2 publications · 3.6K citations

    2

    h-index

  2. GA
    Glen Anderson

    Google (United States), United States

    2 publications · 3.6K citations

    2

    h-index

  3. KN
    Kevin N. O’Connor

    University of California, Davis, United States

    2 publications · 108 citations

    2

    h-index

  4. RT
    Ruiming Tang

    Huawei Technologies (China), China

    2 publications · 66 citations

    2

    h-index

  5. LK
    Levent Koç

    Google (United States), United States

    2 publications · 3.6K citations

    2

    h-index

1–5 of 265

Institutions

127

  1. Shandong Normal University

    Jinan, China

    3 h-index

    13 publications

    251 citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    7 publications

    139 citations

  3. Donghua University

    Shanghai, China

    2 h-index

    4 publications

    130 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    92 citations

  5. University of Auckland

    Auckland, New Zealand

    2 h-index

    3 publications

    74 citations

  6. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    1.4K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    4 publications

    161 citations

  8. University of California, Davis

    Davis, United States

    2 h-index

    3 publications

    165 citations

1–8 of 127

Venues

  1. FIW

    3 publications · 115 citations

    3

    h-index

  2. IEEE Access

    2 publications · 30 citations

    2

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 33 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 368 citations

    2

    h-index

  5. 2

    h-index

1–5