Concepedia

Data Encoding

Data Encoding is a data transformation technique that systematically converts categorical or unstructured data into numerical or binary representations to enable computational processing and analysis within machine learning and data preprocessing pipelines.

234

Publications

12.9K

Citations

794

Authors

353

Institutions

Publications per year

2017–2026

99

Parents

Publications

234

Effect of data encoding on the expressive power of variational quantum-machine-learning models

Maria Schuld, Ryan Sweke, Johannes Jakob Meyer · Physical review. A/Physical review, A · 2021 · 691 citations · Full text

, , +14

Survey on categorical data for neural networks

John Hancock, Taghi M. Khoshgoftaar · Journal Of Big Data · 2020 · 594 citations · Full text

, , +13

A Comparative Study of Categorical Variable Encoding Techniques for Neural Network Classifiers

Kedar Potdar, S. M. A. Taher, Dani Chinmay · International Journal of Computer Applications · 2017 · 536 citations · Full text

, , +16

Self‐Protective Room‐Temperature Phosphorescence of Fluorine and Nitrogen Codoped Carbon Dots

Long Peng, Yiyu Feng, Chen Cao et al. · Advanced Functional Materials · 2018 · 463 citations

, , +17

StegaStamp: Invisible Hyperlinks in Physical Photographs

Matthew Tancik, Ben Mildenhall, Ren Ng · 2020 · 434 citations

, , +13

1–5 of 234

Authors

794

  1. NC
    Nemai Chandra Karmakar

    Monash University, Australia

    5 publications · 216 citations

    5

    h-index

  2. HT
    Hannu Tenhunen

    KTH Royal Institute of Technology, Sweden

    4 publications · 71 citations

    4

    h-index

  3. YA
    Yasar Amin

    University of Engineering and Technology Taxila, Pakistan

    4 publications · 71 citations

    4

    h-index

  4. MP
    Maurizio Palesi

    University of Catania, Italy

    3 publications · 135 citations

    3

    h-index

  5. SP
    Stevan Preradovic

    Monash University, Australia

    3 publications · 172 citations

    3

    h-index

1–5 of 794

Institutions

353

  1. Tsinghua University

    Beijing, China

    5 h-index

    14 publications

    765 citations

  2. Turku Centre for Computer Science

    Turku, Finland

    5 h-index

    6 publications

    115 citations

  3. University of Rochester

    Rochester, United States

    5 h-index

    11 publications

    292 citations

  4. KTH Royal Institute of Technology

    Stockholm, Sweden

    4 h-index

    7 publications

    136 citations

  5. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    11 publications

    1.4K citations

  6. Monash University

    Melbourne, Australia

    4 h-index

    10 publications

    464 citations

  7. University of Turku

    Turku, Finland

    4 h-index

    4 publications

    71 citations

  8. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    16 publications

    489 citations

1–8 of 353

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 230 citations

    6

    h-index

  2. IEEE Access

    6 publications · 139 citations

    6

    h-index

  3. IEEE Transactions on Image Processing

    4 publications · 137 citations

    4

    h-index

  4. Journal of Lightwave Technology

    3 publications · 115 citations

    3

    h-index

  5. Advanced Functional Materials

    3 publications · 622 citations

    3

    h-index

1–5