Concepedia

Naive Bayes Classification

Naive Bayes Classification is a probabilistic classification method that applies Bayes’ theorem with the assumption of conditional independence among predictors given the class label.

6.4K

Publications

403.1K

Citations

19.8K

Authors

4.4K

Institutions

Publications per year

2017–2026

3.9K

Parents

Publications

6.4K

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

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Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

, , +16

Thumbs up?

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan · 2002 · 7K citations · Full text

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Optimizing taxonomic classification of marker-gene amplicon sequences with QIIME 2’s q2-feature-classifier plugin

Nicholas A. Bokulich, Benjamin D. Kaehler, Jai Ram Rideout et al. · Microbiome · 2018 · 6.1K citations · Full text

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Visual categorization with bags of keypoints

G. Csurka · 2004 · 4.2K citations

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1–5 of 6.4K

Authors

19.8K

  1. LJ
    Liangxiao Jiang

    China University of Geosciences, China

    29 publications · 2.5K citations

    22

    h-index

  2. ZC
    Zhihua Cai

    China University of Geosciences, China

    14 publications · 1.2K citations

    14

    h-index

  3. PL
    Pedro Larrañaga

    Universidad Politécnica de Madrid, Spain

    15 publications · 752 citations

    14

    h-index

  4. GI
    Geoffrey I. Webb

    Monash University, Australia

    13 publications · 1.4K citations

    13

    h-index

  5. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    13 publications · 635 citations

    13

    h-index

1–5 of 19.8K

Institutions

4.4K

  1. Vellore Institute of Technology University

    Vellore, India

    31 h-index

    109 publications

    11K citations

  2. China University of Geosciences

    Wuhan, China

    29 h-index

    115 publications

    9K citations

  3. King Saud University

    Riyadh, Saudi Arabia

    26 h-index

    94 publications

    5.9K citations

  4. King Abdulaziz University

    Jeddah, Saudi Arabia

    23 h-index

    63 publications

    3.4K citations

  5. Chinese Academy of Sciences

    Beijing, China

    23 h-index

    86 publications

    4.9K citations

  6. University of Indonesia

    Depok, Indonesia

    22 h-index

    106 publications

    4.8K citations

  7. National University of Malaysia

    Bangi, Malaysia

    22 h-index

    71 publications

    2.8K citations

  8. Telkom University

    Bandung, Indonesia

    22 h-index

    111 publications

    3.9K citations

1–8 of 4.4K

Venues

  1. IEEE Access

    116 publications · 8.6K citations

    49

    h-index

  2. Procedia Computer Science

    105 publications · 8.3K citations

    48

    h-index

  3. International Journal of Computer Applications

    69 publications · 3K citations

    30

    h-index

  4. PLoS ONE

    46 publications · 2.8K citations

    29

    h-index

  5. Scientific Reports

    37 publications · 2.6K citations

    28

    h-index

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