Concepedia

Sequence Embedding

Sequence Embedding is a representational method that maps sequential data into a structured, lower-dimensional space while preserving inherent temporal or ordinal relationships among elements in the sequence.

69

Publications

4.9K

Citations

221

Authors

94

Institutions

Publications per year

2017–2026

49

Parents

Publications

69

Practical method for determining the minimum embedding dimension of a scalar time series

Liangyue Cao · Physica D Nonlinear Phenomena · 1997 · 1.7K citations

, , +12

A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

Adam P. Roberts, Jesse Engel, Colin Raffel et al. · arXiv (Cornell University) · 2018 · 259 citations · Full text

, , +12

Prediction of human-virus protein-protein interactions through a sequence embedding-based machine learning method

Xiaodi Yang, Shiping Yang, Qinmengge Li et al. · Computational and Structural Biotechnology Journal · 2019 · 172 citations · Full text

, , +16

TALE: Transformer-based protein function Annotation with joint sequence–Label Embedding

Yue Cao, Yang Shen · Bioinformatics · 2021 · 162 citations · Full text

, , +15

Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling

Xiaochuang Han, Jacob Eisenstein · 2019 · 156 citations · Full text

, , +11

1–5 of 69

Authors

221

  1. EA
    Ehsaneddin Asgari

    University of California, Berkeley, United States

    3 publications · 128 citations

    3

    h-index

  2. AC
    Alice C. McHardy

    Helmholtz Centre for Infection Research, Germany

    3 publications · 128 citations

    3

    h-index

  3. MR
    Mohammad R. K. Mofrad

    University of California, Berkeley, United States

    3 publications · 128 citations

    3

    h-index

  4. JE
    Jesse Engel

    Google (United States), United States

    2 publications · 325 citations

    2

    h-index

  5. DE
    Douglas Eck

    Université de Montréal, Canada

    2 publications · 325 citations

    2

    h-index

1–5 of 221

Institutions

94

  1. Helmholtz Centre for Infection Research

    Braunschweig, Germany

    3 h-index

    6 publications

    256 citations

  2. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    256 citations

  3. Google (United States)

    Mountain View, United States

    3 h-index

    6 publications

    582 citations

  4. Biology of Infection

    Paris, France

    2 h-index

    4 publications

    94 citations

  5. Friedrich Schiller University Jena

    Jena, Germany

    2 h-index

    2 publications

    63 citations

  6. Lawrence Berkeley National Laboratory

    Berkeley, United States

    2 h-index

    2 publications

    112 citations

  7. Tianjin University of Science and Technology

    Tianjin, China

    2 h-index

    2 publications

    101 citations

  8. University of Bonn

    Bonn, Germany

    2 h-index

    4 publications

    178 citations

1–8 of 94

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 397 citations

    5

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 3 publications · 58 citations

    4

    h-index

  3. Bioinformatics

    3 publications · 269 citations

    3

    h-index

  4. International Conference on Machine Learning

    Conference · 2 publications · 100 citations

    2

    h-index

  5. 1

    h-index

1–5