Concepedia

Sequence-based Prediction

Sequence-Based Prediction is a computational method that, within the domain of genomic prediction or secondary structure analysis, infers biological properties or structural features from nucleotide or amino acid sequences alone, distinguishing itself from structure- or experiment-based approaches by relying exclusively on sequence information as input.

534

Publications

55.3K

Citations

2K

Authors

754

Institutions

Publications per year

2017–2026

249

Parents

Publications

534

Efficient Methods to Compute Genomic Predictions

P.M. VanRaden · Journal of Dairy Science · 2008 · 6.3K citations · Full text

, , +12

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Alexandre Alahi, Kratarth Goel, Vignesh Ramanathan et al. · 2016 · 3.5K citations · Full text

, , +16

Human Splicing Finder: an online bioinformatics tool to predict splicing signals

François-Olivier Desmet, Dalil Hamroun, Marine Lalande et al. · Nucleic Acids Research · 2009 · 2.5K citations · Full text

, , +14

Molecular de-novo design through deep reinforcement learning

Marcus Olivecrona, Thomas Blaschke, Ola Engkvist et al. · Journal of Cheminformatics · 2017 · 1.4K citations · Full text

, , +14

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Samy Bengio, Oriol Vinyals, Navdeep Jaitly et al. · arXiv (Cornell University) · 2015 · 1.3K citations · Full text

, , +14

1–5 of 534

Authors

2K

  1. LK
    Lukasz Kurgan

    University of Alberta, Canada

    17 publications · 1.7K citations

    17

    h-index

  2. MV
    Michele Vendruscolo

    University of Cambridge, United Kingdom

    9 publications · 715 citations

    9

    h-index

  3. MJ
    Marcin J. Mizianty

    University of Alberta, Canada

    8 publications · 1.1K citations

    8

    h-index

  4. YZ
    Yaoqi Zhou

    Griffith University, Australia

    8 publications · 554 citations

    8

    h-index

  5. YY
    Yuedong Yang

    Sun Yat-sen University, China

    7 publications · 413 citations

    7

    h-index

1–5 of 2K

Institutions

754

  1. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    33 publications

    10K citations

  2. University of Alberta

    Edmonton, Canada

    13 h-index

    52 publications

    6.7K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    9 h-index

    23 publications

    2K citations

  4. Griffith University

    Brisbane, Australia

    9 h-index

    42 publications

    2.6K citations

  5. National Institutes of Health

    Bethesda, United States

    8 h-index

    27 publications

    1.8K citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    8 h-index

    29 publications

    3.8K citations

  7. University of California, Berkeley

    Berkeley, United States

    7 h-index

    19 publications

    2.6K citations

  8. Virginia Commonwealth University

    Richmond, United States

    7 h-index

    13 publications

    877 citations

1–8 of 754

Venues

  1. Bioinformatics

    55 publications · 8K citations

    39

    h-index

  2. BMC Bioinformatics

    41 publications · 3.1K citations

    29

    h-index

  3. Nucleic Acids Research

    17 publications · 4.2K citations

    17

    h-index

  4. PLoS ONE

    19 publications · 840 citations

    16

    h-index

  5. arXiv (Cornell University)

    Repository · 17 publications · 2.3K citations

    14

    h-index

1–5