Concepedia

One-hot Encoding

One-Hot Encoding is a categorical encoding technique that transforms a single categorical variable into multiple binary variables by assigning a unique binary vector to each category, where only one element is 1 and all others are 0.

191

Publications

12.9K

Citations

711

Authors

296

Institutions

Publications per year

2017–2026

165

Variants

One-of-k EncodingOne-of-n Encoding

Parents

Publications

191

Neural Factorization Machines for Sparse Predictive Analytics

Xiangnan He, Tat‐Seng Chua · 2017 · 1.3K citations

, , +17

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Chris J. Maddison, Andriy Mnih, Yee Whye Teh · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

, , +17

Product-Based Neural Networks for User Response Prediction

Yanru Qu, Han Cai, Kan Ren et al. · 2016 · 643 citations

, , +13

The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Chris J. Maddison, Andriy Mnih, Yee Whye Teh · Oxford University Research Archive (ORA) (University of Oxford) · 2016 · 622 citations · Full text

, , +17

Beyond one-hot encoding: Lower dimensional target embedding

Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez et al. · Image and Vision Computing · 2018 · 466 citations · Full text

, , +10

1–5 of 191

Authors

711

  1. YY
    Yong Yu

    Shanghai Jiao Tong University, China

    5 publications · 969 citations

    5

    h-index

  2. WZ
    Weinan Zhang

    Shanghai Jiao Tong University, China

    5 publications · 969 citations

    5

    h-index

  3. YQ
    Yanru Qu

    Shanghai Jiao Tong University, China

    5 publications · 969 citations

    5

    h-index

  4. HT
    Hilal Tayara

    Jeonbuk National University, South Korea

    4 publications · 169 citations

    4

    h-index

  5. KT
    Kil To Chong

    Jeonbuk National University, South Korea

    4 publications · 169 citations

    4

    h-index

1–5 of 711

Institutions

296

  1. Shanghai Jiao Tong University

    Shanghai, China

    7 h-index

    27 publications

    5K citations

  2. Zhejiang University

    Hangzhou, China

    5 h-index

    11 publications

    249 citations

  3. Tencent (China)

    Shenzhen, China

    5 h-index

    9 publications

    475 citations

  4. Florida Atlantic University

    Boca Raton, United States

    4 h-index

    8 publications

    150 citations

  5. Jeonbuk National University

    Jeonju, South Korea

    4 h-index

    13 publications

    566 citations

  6. Dalian University of Technology

    Dalian, China

    4 h-index

    12 publications

    900 citations

  7. Tianjin University

    Tianjin, China

    4 h-index

    4 publications

    296 citations

  8. University of Washington

    Seattle, United States

    4 h-index

    11 publications

    1.7K citations

1–8 of 296

Venues

  1. arXiv (Cornell University)

    Repository · 16 publications · 1.9K citations

    14

    h-index

  2. IEEE Access

    8 publications · 715 citations

    8

    h-index

  3. Applied Sciences

    6 publications · 213 citations

    6

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 166 citations

    4

    h-index

  5. Scientific Reports

    4 publications · 191 citations

    4

    h-index

1–5