Concepedia

Genomic Feature Selection

Genomic Feature Selection is a computational methodology that identifies and prioritizes biologically relevant genomic elements from high-dimensional datasets by distinguishing functional features from non-informative or redundant ones based on statistical, machine learning, or biological criteria.

651

Publications

35.4K

Citations

2.8K

Authors

1.1K

Institutions

Publications per year

2017–2026

297

Parents

Publications

651

BEDOPS: high-performance genomic feature operations

Shane Neph, Michael S. Kuehn, Alex Reynolds et al. · Bioinformatics · 2012 · 1.2K citations · Full text

, , +10

Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

Kim‐Anh Lê Cao, Simon Boitard, Philippe Besse · BMC Bioinformatics · 2011 · 1K citations · Full text

, , +17

A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression

Tao Li, Chengliang Zhang, Mitsunori Ogihara · Bioinformatics · 2004 · 653 citations · Full text

, , +14

Feature selection for high-dimensional genomic microarray data

Eric P. Xing, Michael I. Jordan, Richard M. Karp · 2001 · 629 citations

, , +14

Enhanced Regulatory Sequence Prediction Using Gapped k-mer Features

Mahmoud Ghandi, Dongwon Lee, Morteza Mohammad-Noori et al. · PLoS Computational Biology · 2014 · 574 citations · Full text

, , +17

1–5 of 651

Authors

2.8K

  1. YC
    Yu‐Dong Cai

    Shanghai University, China

    13 publications · 566 citations

    13

    h-index

  2. TH
    Tao Huang

    Shanghai Institutes for Biological Sciences, China

    13 publications · 539 citations

    13

    h-index

  3. LC
    Lei Chen

    Shanghai Maritime University, China

    10 publications · 411 citations

    10

    h-index

  4. XK
    Xiangyin Kong

    Shanghai Institutes for Biological Sciences, China

    7 publications · 324 citations

    7

    h-index

  5. YZ
    Yuhang Zhang

    Shanghai University, China

    6 publications · 236 citations

    6

    h-index

1–5 of 2.8K

Institutions

1.1K

  1. Chinese Academy of Sciences

    Beijing, China

    17 h-index

    54 publications

    2.8K citations

  2. Shanghai University

    Shanghai, China

    16 h-index

    38 publications

    1.8K citations

  3. Shanghai Institutes for Biological Sciences

    Shanghai, China

    15 h-index

    47 publications

    2.2K citations

  4. Shanghai Maritime University

    Shanghai, China

    10 h-index

    12 publications

    509 citations

  5. Harvard University

    Cambridge, United States

    10 h-index

    21 publications

    562 citations

  6. The University of Tokyo

    Tokyo, Japan

    9 h-index

    17 publications

    1K citations

  7. Texas A&M University

    College Station, United States

    9 h-index

    11 publications

    468 citations

  8. University of Pennsylvania

    Philadelphia, United States

    9 h-index

    27 publications

    626 citations

1–8 of 1.1K

Venues

  1. BMC Bioinformatics

    37 publications · 3.1K citations

    27

    h-index

  2. Bioinformatics

    30 publications · 4.5K citations

    23

    h-index

  3. PLoS ONE

    26 publications · 953 citations

    19

    h-index

  4. Scientific Reports

    19 publications · 616 citations

    15

    h-index

  5. IEEE Access

    14 publications · 720 citations

    14

    h-index

1–5