Feature Selection for Classification: A Review

@inproceedings{Tang2014FeatureSF,
  title={Feature Selection for Classification: A Review},
  author={Jiliang Tang and Salem Alelyani and Huan Liu},
  booktitle={Data Classification: Algorithms and Applications},
  year={2014}
}
  • Jiliang Tang, Salem Alelyani, Huan Liu
  • Published in
    Data Classification…
     2014
  • Computer Science
    • View via Publisher
    cse.msu.edu
    271 Citations
    Highly Influential Citations
    15
    Background Citations
    90
    Methods Citations
    84
    Results Citations
    2

    Figures and Topics from this paper

    Figures

    Explore Further: Topics Discussed in This Paper

    271 Citations
    Citation Type

    Citation Type

    Escalation Prediction using Feature Engineering: Addressing Support Ticket Escalations within IBM's Ecosystem
    • Highly Influenced
    • PDF
    Random forest for dissimilarity based multi-view learning: application to radiomics. (Forêt aléatoire pour l'apprentissage multi-vues basé sur la dissimilarité: Application à la Radiomique)
    • 1
    • Highly Influenced
    • PDF
    A review on machine learning methods for in silico toxicity prediction
    • G. Idakwo, Joseph Luttrell, +4 authors C. Zhang
    • Computer Science, Medicine
    • Journal of environmental science and health. Part C, Environmental carcinogenesis & ecotoxicology reviews
    • 2018
    • 19
    • Highly Influenced
    IDENTIFYING THE MOST IMPORTANT SPECTRAL AND TEXTURAL FEATUR ES TO MAP SPECIFIC CROPS WITH VERY HIGH RESOLUTI ON IMAGES
    • 2017
    • Highly Influenced
    • PDF
    Feature-Selection-Based Transfer Learning for Intracortical Brain–Machine Interface Decoding
    • Highly Influenced
    • PDF
    A Hybrid Intrusion Detection with Decision Tree for Feature Selection
    • Highly Influenced
    • PDF
    Runtime prediction of high-performance computing jobs based on ensemble learning
    • Highly Influenced
    Short-text learning in social media: a review
    • Highly Influenced
    • PDF
    Feature Selection for DNN-based Bandwidth Extension
    • 3
    • Highly Influenced
    • PDF
    Feature selection for text classification: A review
    • 71
    • Highly Influenced

    References

    SHOWING 1-10 OF 84 REFERENCES
    Feature Selection for Classification
    • 2,899
    • PDF
    Gene Selection for Cancer Classification using Support Vector Machines
    • 1,792
    • PDF
    Online Feature Selection and Its Applications
    • 193
    • PDF
    Feature Selection for Clustering: A Review
    • 233
    • PDF
    Feature Selection with Linked Data in Social Media
    • 101
    • PDF
    Feature grouping and selection over an undirected graph
    • 113
    • PDF
    Modeling disease progression via fused sparse group lasso
    • 140
    • PDF
    Sparse methods for biomedical data
    • 77
    • PDF
    Generalized Fisher Score for Feature Selection
    • 434
    • PDF
    Structured Variable Selection with Sparsity-Inducing Norms
    • 528
    • PDF