Concepedia

Modal Clustering

Modal Clustering is a clustering method that partitions data points into groups based on the local maxima of a probability density function estimated from the data, where each cluster corresponds to the basin of attraction of a mode in the density landscape.

35

Publications

1.1K

Citations

99

Authors

56

Institutions

Publications per year

2017–2026

21

Variants

Mode-seeking Clustering

Parents

Publications

35

Fully Automated Operational Modal Analysis using multi-stage clustering

Eugen Neu, Frank Janser, Akbar Afaghi Khatibi et al. · Mechanical Systems and Signal Processing · 2016 · 142 citations

, , +13

Energy efficient clustering for WSN-based structural health monitoring

Xuefeng Liu, Jiannong Cao, Steven Lai et al. · 2011 · 88 citations

, , +16

Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests

Daniel J. Henderson, Christopher F. Parmeter, R. Robert Russell · Journal of Applied Econometrics · 2008 · 80 citations

, , +14

Multi-modal Clustering for Multimedia Collections

Ron Bekkerman, Jiwoon Jeon · 2007 · 76 citations

, , +16

A population background for nonparametric density-based clustering

2014 · 66 citations

, , +7

1–5 of 35

Authors

99

  1. JE
    José E. Chacón

    Universidad de Extremadura, Spain

    3 publications · 69 citations

    3

    h-index

  2. JZ
    Jice Zeng

    University of Michigan–Dearborn, United States

    2 publications · 45 citations

    2

    h-index

  3. XC
    Xiaochun Cao

    Chinese Academy of Sciences, China

    2 publications · 41 citations

    2

    h-index

  4. RB
    Ron Bekkerman

    University of Massachusetts Amherst, United States

    2 publications · 89 citations

    2

    h-index

  5. YH
    Young Hoon Kim

    University of Louisville, United States

    2 publications · 45 citations

    2

    h-index

1–5 of 99

Institutions

56

  1. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    5 publications

    71 citations

  2. Universidad de Extremadura

    Badajoz, Spain

    2 h-index

    3 publications

    67 citations

  3. University of Louisville

    Louisville, United States

    2 h-index

    4 publications

    90 citations

  4. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    6 publications

    141 citations

  5. Chang'an University

    Xi'an, China

    2 h-index

    8 publications

    179 citations

  6. Universidad Nacional Autónoma de México

    Mexico City, Mexico

    2 h-index

    3 publications

    48 citations

  7. University of Oxford

    Oxford, United Kingdom

    1 h-index

    3 publications

    69 citations

  8. Zhengzhou University

    Zhengzhou, China

    1 h-index

    3 publications

    60 citations

1–8 of 56

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 73 citations

    4

    h-index

  2. Journal of Civil Structural Health Monitoring

    3 publications · 80 citations

    3

    h-index

  3. Advances in Data Analysis and Classification

    2 publications · 43 citations

    2

    h-index

  4. 1

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 1 publications · 11 citations

    1

    h-index

1–5