Concepedia

Hashing Encoding

Hashing Encoding is a categorical encoding technique that maps high-cardinality categorical variables into a lower-dimensional space of fixed size through a hash function, thereby reducing memory usage and mitigating issues associated with traditional encoding methods in the presence of sparse or evolving categorical data.

80

Publications

5.5K

Citations

276

Authors

126

Institutions

Publications per year

2017–2026

42

Parents

Publications

80

HashNet: Deep Learning to Hash by Continuation

Zhangjie Cao, Mingsheng Long, Jianmin Wang et al. · 2017 · 713 citations

, , +14

Locality-sensitive binary codes from shift-invariant kernels

Maxim Raginsky, Svetlana Lazebnik · 2009 · 620 citations

, , +15

K-Means Hashing: An Affinity-Preserving Quantization Method for Learning Binary Compact Codes

Kaiming He, Fang Wen, Jian Sun · 2013 · 420 citations

, , +16

Spherical hashing

Jae‐Pil Heo, Youngwoon Lee, Junfeng He et al. · 2012 · 382 citations

, , +15

High-dimensional signature compression for large-scale image classification

Jorge Sánchez, Florent Perronnin · 2011 · 263 citations

, , +16

1–5 of 80

Authors

276

  1. JW
    Jianmin Wang

    Tsinghua University, China

    3 publications · 906 citations

    3

    h-index

  2. ML
    Mingsheng Long

    Tsinghua University, China

    3 publications · 906 citations

    3

    h-index

  3. YL
    Youngwoon Lee

    Korea Advanced Institute of Science and Technology, South Korea

    2 publications · 495 citations

    2

    h-index

  4. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    2 publications · 784 citations

    2

    h-index

  5. DM
    Dalton Meitei Thounaojam

    National Institute Of Technology Silchar, India

    2 publications · 47 citations

    2

    h-index

1–5 of 276

Institutions

126

  1. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    9 publications

    313 citations

  2. Zhejiang University

    Hangzhou, China

    3 h-index

    13 publications

    551 citations

  3. Columbia University

    New York, United States

    3 h-index

    4 publications

    899 citations

  4. Tsinghua University

    Beijing, China

    3 h-index

    7 publications

    2.9K citations

  5. National Institute Of Technology Silchar

    Silchar, India

    3 h-index

    9 publications

    196 citations

  6. Meta (Israel)

    Tel Aviv, Israel

    2 h-index

    5 publications

    169 citations

  7. Microsoft Research Asia (China)

    Beijing, China

    2 h-index

    5 publications

    1.5K citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    9 publications

    297 citations

1–8 of 126

Venues

  1. Multimedia Tools and Applications

    6 publications · 231 citations

    6

    h-index

  2. Pattern Recognition

    4 publications · 123 citations

    4

    h-index

  3. Expert Systems with Applications

    4 publications · 110 citations

    4

    h-index

  4. Neurocomputing

    3 publications · 138 citations

    3

    h-index

  5. IEEE Access

    2 publications · 37 citations

    2

    h-index

1–5