Concepedia

Variable-length Motif Discovery

Variable-Length Motif Discovery is a computational method in time series analysis that identifies repeated patterns of varying durations within sequential data, distinguishing itself from fixed-length approaches by allowing the length of the motifs to adapt dynamically based on underlying data structures.

19

Publications

839

Citations

49

Authors

20

Institutions

Publications per year

2017–2026

8

Parents

Publications

19

Short blocks from the noncoding parts of the human genome have instances within nearly all known genes and relate to biological processes

Isidore Rigoutsos, Tien Huynh, Kevin C. Miranda et al. · Proceedings of the National Academy of Sciences · 2006 · 132 citations · Full text

, , +11

Discovering multivariate motifs using subsequence density estimation and greedy mixture learning

David Minnen, Charles L. Isbell, Irfan Essa et al. · National Conference on Artificial Intelligence · 2007 · 84 citations

, , +16

Visualizing Variable-Length Time Series Motifs

Yuan Li, Jessica Lin, Tim Oates · 2012 · 83 citations · Full text

, , +8

Characterization of genome-wide STR variation in 6487 human genomes

Yirong Shi, Yiwei Niu, Peng Zhang et al. · Nature Communications · 2023 · 68 citations · Full text

, , +12

Discovering original motifs with different lengths from time series

Heng Tang, Stephen Shaoyi Liao · Knowledge-Based Systems · 2008 · 66 citations

, , +12

1–5 of 19

Authors

49

  1. JL
    Jessica Lin

    George Mason University, United States

    9 publications · 307 citations

    9

    h-index

  2. YG
    Yifeng Gao

    George Mason University, United States

    5 publications · 105 citations

    5

    h-index

  3. PN
    Pawan Nunthanid

    Chulalongkorn University, Thailand

    2 publications · 67 citations

    2

    h-index

  4. CA
    Chotirat Ann Ratanamahatana

    Chulalongkorn University, Thailand

    2 publications · 67 citations

    2

    h-index

  5. TO
    Tim Oates

    University of Maryland, Baltimore County, United States

    2 publications · 140 citations

    2

    h-index

1–5 of 49

Institutions

20

  1. George Mason University

    Fairfax, United States

    8 h-index

    17 publications

    463 citations

  2. Chulalongkorn University

    Bangkok, Thailand

    2 h-index

    6 publications

    201 citations

  3. City University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    132 citations

  4. Technion – Israel Institute of Technology

    Haifa, Israel

    1 h-index

    2 publications

    50 citations

  5. Princeton University

    Princeton, United States

    1 h-index

    5 publications

    660 citations

  6. U.S. Army Engineer Research and Development Center

    Vicksburg, United States

    1 h-index

    3 publications

    171 citations

  7. University of Southern California

    Los Angeles, United States

    1 h-index

    2 publications

    24 citations

  8. Los Alamos National Laboratory

    Los Alamos, United States

    1 h-index

    1 publications

    57 citations

1–8 of 20

Venues

  1. Data Mining and Knowledge Discovery

    2 publications · 86 citations

    2

    h-index

  2. Computer Methods and Programs in Biomedicine

    1 publications · 16 citations

    1

    h-index

  3. Knowledge and Information Systems

    1 publications · 23 citations

    1

    h-index

  4. Nucleic Acids Research

    1 publications · 25 citations

    1

    h-index

  5. Knowledge-Based Systems

    1 publications · 66 citations

    1

    h-index

1–5