Concepedia

Classification

Classification is a systematic process of organizing entities, data, or concepts into categories based on shared characteristics or criteria, serving as a foundational method for structuring knowledge across academic disciplines.

50K

Publications

3.9M

Citations

102K

Authors

11.6K

Institutions

Publications per year

2017–2026

19.2K

Variants

Conductive Hearing LossMixed Hearing LossNoise-induced Hearing LossSensorineural Hearing Loss

Parents

Children

Publications

50K

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

, , +12

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

, , +10

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

, , +12

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

, , +12

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

, , +17

1–5 of 50K

Authors

102K

  1. FH
    Francisco Herrera

    Universidad de Granada, Spain

    131 publications · 20.3K citations

    67

    h-index

  2. ZZ
    Zhi‐Hua Zhou

    Nanjing University, China

    58 publications · 12.9K citations

    41

    h-index

  3. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    100 publications · 11.7K citations

    41

    h-index

  4. WP
    Witold Pedrycz

    University of Alberta, Canada

    105 publications · 7K citations

    41

    h-index

  5. RP
    Robert P. W. Duin

    Delft University of Technology, Netherlands

    58 publications · 13.1K citations

    37

    h-index

1–5 of 102K

Institutions

11.6K

  1. Chinese Academy of Sciences

    Beijing, China

    84 h-index

    1.2K publications

    64.8K citations

  2. Stanford University

    Stanford, United States

    82 h-index

    398 publications

    143.8K citations

  3. Universidad de Granada

    Granada, Spain

    80 h-index

    599 publications

    66.5K citations

  4. Nanyang Technological University

    Singapore, Singapore

    79 h-index

    639 publications

    65.8K citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    77 h-index

    436 publications

    49.8K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    76 h-index

    493 publications

    70.2K citations

  7. National University of Singapore

    Singapore, Singapore

    76 h-index

    554 publications

    58.8K citations

  8. Nanjing University

    Nanjing, China

    71 h-index

    439 publications

    47.4K citations

1–8 of 11.6K

Venues

  1. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 346 publications · 86.4K citations

    123

    h-index

  2. Expert Systems with Applications

    770 publications · 66.9K citations

    122

    h-index

  3. Pattern Recognition

    747 publications · 69.1K citations

    118

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 282 publications · 51.4K citations

    95

    h-index

  5. arXiv (Cornell University)

    Repository · 751 publications · 112.6K citations

    92

    h-index

1–5