Concepedia

Document Classification

Document Classification is a text mining task that involves assigning one or more predefined categories or labels to an entire document based on its content, structure, or metadata, distinguishing it from token- or sentence-level classification by operating at the highest granularity of document-wide semantic interpretation.

2K

Publications

169.1K

Citations

5.1K

Authors

1.5K

Institutions

Publications per year

2017–2026

647

Parents

Publications

2K

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

, , +12

Hierarchical Attention Networks for Document Classification

Zichao Yang, Diyi Yang, Chris Dyer et al. · 2016 · 4.8K citations · Full text

, , +13

A comparison of event models for naive bayes text classification

Andrew McCallum, Kamal Nigam · 1998 · 3.2K citations

, , +16

Bag-of-visual-words and spatial extensions for land-use classification

Yi Yang, Shawn Newsam · 2010 · 2.9K citations

, , +16

Text Classification from Labeled and Unlabeled Documents using EM

Kamal Nigam, Andrew Kachites McCallum, Sebastian Thrun et al. · Machine Learning · 2000 · 2.7K citations · Full text

, , +9

1–5 of 2K

Authors

5.1K

  1. MA
    Marcos André Gonçalves

    Universidade Federal de Minas Gerais, Brazil

    16 publications · 599 citations

    14

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    11 publications · 1.5K citations

    11

    h-index

  3. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    14 publications · 664 citations

    11

    h-index

  4. QY
    Qiang Yang

    Hong Kong University of Science and Technology, Hong Kong SAR China

    9 publications · 708 citations

    9

    h-index

  5. WL
    Wai Lam

    Chinese University of Hong Kong, Hong Kong SAR China

    9 publications · 493 citations

    9

    h-index

1–5 of 5.1K

Institutions

1.5K

  1. Carnegie Mellon University

    Pittsburgh, United States

    20 h-index

    59 publications

    39.6K citations

  2. National University of Singapore

    Singapore, Singapore

    19 h-index

    51 publications

    5.7K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    16 h-index

    60 publications

    5.3K citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    15 h-index

    41 publications

    1.4K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    14 h-index

    39 publications

    2.1K citations

  6. Stanford University

    Stanford, United States

    14 h-index

    27 publications

    4.1K citations

  7. Nanyang Technological University

    Singapore, Singapore

    14 h-index

    45 publications

    2.3K citations

  8. Google (United States)

    Mountain View, United States

    14 h-index

    39 publications

    2.4K citations

1–8 of 1.5K

Venues

  1. arXiv (Cornell University)

    Repository · 66 publications · 5.2K citations

    28

    h-index

  2. Expert Systems with Applications

    31 publications · 3.4K citations

    24

    h-index

  3. Information Processing & Management

    28 publications · 2.2K citations

    19

    h-index

  4. IEEE Access

    20 publications · 777 citations

    16

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 17 publications · 1.5K citations

    16

    h-index

1–5