Concepedia

Machine Learning For Threading

Machine Learning for Threading is a computational methodology within the field of protein structure prediction that employs machine learning models to infer the optimal structural template for a target protein sequence by learning from the patterns of sequence-structure compatibility in known protein folds.

8

Publications

310

Citations

16

Authors

11

Institutions

Publications per year

2017–2026

1

Parents

Publications

8

FINDSITE‐metal: Integrating evolutionary information and machine learning for structure‐based metal‐binding site prediction at the proteome level

Michał Bryliński, Jeffrey Skolnick · Proteins Structure Function and Bioinformatics · 2010 · 101 citations · Full text

, , +16

Boosting Protein Threading Accuracy

Jian Peng, Jinbo Xu · Lecture notes in computer science · 2009 · 76 citations

, , +10

eThread: A Highly Optimized Machine Learning-Based Approach to Meta-Threading and the Modeling of Protein Tertiary Structures

Michał Bryliński, Daswanth Lingam · PLoS ONE · 2012 · 35 citations · Full text

, , +17

Protein Structure Prediction Using Threading

Jinbo Xu, Libo Yu · Humana Press eBooks · 2008 · 32 citations

, , +14

Protein threading by learning

Iksoo Chang, Marek Cieplak, Ruxandra I. Dima et al. · Proceedings of the National Academy of Sciences · 2001 · 32 citations · Full text

, , +13

1–5 of 8

Authors

16

  1. JX
    Jinbo Xu

    Toyota Technological Institute at Chicago, United States

    3 publications · 119 citations

    3

    h-index

  2. MB
    Michał Bryliński

    Louisiana State University, United States

    3 publications · 148 citations

    3

    h-index

  3. LY
    Libo Yu

    Fujian Institute of Oceanography, China

    2 publications · 43 citations

    2

    h-index

  4. DS
    Dale Schuurmans

    University of Alberta, Canada

    1 publications · 11 citations

    1

    h-index

  5. AM
    Amos Maritan

    University of Padua, Italy

    1 publications · 32 citations

    1

    h-index

1–5 of 16

Institutions

11

  1. Toyota Technological Institute at Chicago

    Chicago, United States

    3 h-index

    4 publications

    195 citations

  2. Louisiana State University

    Baton Rouge, United States

    2 h-index

    3 publications

    82 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    2 publications

    202 citations

  4. Bioinformatics Solutions (Canada)

    Waterloo, Canada

    1 h-index

    1 publications

    11 citations

  5. Tecnalia

    Donostia / San Sebastian, Spain

    1 h-index

    1 publications

    11 citations

  6. University of Waterloo

    Waterloo, Canada

    1 h-index

    1 publications

    11 citations

  7. Center for Theoretical Physics

    Warsaw, Poland

    1 h-index

    5 publications

    160 citations

  8. Universidad de Burgos

    Burgos, Spain

    1 h-index

    2 publications

    22 citations

1–8 of 11

Venues

  1. Journal of Computer Science & Systems Biology

    1 publications · 12 citations

    1

    h-index

  2. Humana Press eBooks

    Ebook platform · 1 publications · 32 citations

    1

    h-index

  3. Lecture notes in computer science

    LNCS · Book series · 1 publications · 76 citations

    1

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 32 citations

    1

    h-index

  5. Proteins Structure Function and Bioinformatics

    1 publications · 101 citations

    1

    h-index

1–5