Concepedia

High-dimensional Pattern Discovery

High-Dimensional Pattern Discovery is a methodological framework within high-dimensional data analysis that enables the identification and interpretation of latent structural regularities in data characterized by a large number of interrelated variables.

55

Publications

2.2K

Citations

204

Authors

107

Institutions

Publications per year

2017–2026

14

Parents

Publications

55

Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle

Yoshiki Tanaka, Kazuhisa Iwamoto, Kuniaki Uehara · Machine Learning · 2005 · 227 citations · Full text

, , +16

Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study

Yong Fan, Raquel E. Gur, Ruben C. Gur et al. · Biological Psychiatry · 2007 · 120 citations · Full text

, , +9

Analyzing microarray data using quantitative association rules

Elisabeth Georgii, Lothar Richter, Ulrich Rückert et al. · Bioinformatics · 2005 · 102 citations

, , +8

QuickInsights

Rui Ding, Shi Han, Yong Xu et al. · 2019 · 100 citations

, , +8

The dissimilarity space: Bridging structural and statistical pattern recognition

Robert P. W. Duin, Elżbieta Pękalska · Pattern Recognition Letters · 2011 · 87 citations

, , +13

1–5 of 55

Authors

204

  1. RV
    Renato Vimieiro

    University of Newcastle Australia, Australia

    3 publications · 48 citations

    3

    h-index

  2. PM
    Pablo Moscato

    University of Newcastle Australia, Australia

    2 publications · 27 citations

    2

    h-index

  3. MJ
    M. J. R. Healy

    Experimental Station, United States

    1 publications · 19 citations

    1

    h-index

  4. MS
    Mahito Sugiyama

    The University of Osaka, Japan

    1 publications · 16 citations

    1

    h-index

  5. SB
    Sanjay Bapna

    Morgan State University, United States

    1 publications · 13 citations

    1

    h-index

1–5 of 204

Institutions

107

  1. Stanford University

    Stanford, United States

    3 h-index

    10 publications

    392 citations

  2. Hunter Medical Research Institute

    Newcastle, Australia

    2 h-index

    4 publications

    54 citations

  3. University of Vermont

    Burlington, United States

    2 h-index

    2 publications

    29 citations

  4. The University of Melbourne

    Melbourne, Australia

    2 h-index

    4 publications

    298 citations

  5. University of California, Berkeley

    Berkeley, United States

    2 h-index

    3 publications

    178 citations

  6. City University of New York

    New York, United States

    2 h-index

    2 publications

    106 citations

  7. University of Newcastle Australia

    Newcastle, Australia

    2 h-index

    4 publications

    54 citations

  8. Academy of Mathematics and Systems Science

    Beijing, China

    2 h-index

    2 publications

    73 citations

1–8 of 107

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 97 citations

    3

    h-index

  2. Bioinformatics

    2 publications · 183 citations

    2

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 2 publications · 71 citations

    2

    h-index

  4. Max Planck Digital Library

    Repository · 2 publications · 47 citations

    2

    h-index

  5. Knowledge-Based Systems

    2 publications · 70 citations

    2

    h-index

1–5