Concepedia

Cluster Initialization

Cluster Initialization is a foundational process in cluster provisioning that establishes the initial configuration, resource allocation, and system parameters necessary to instantiate a functional computing cluster, distinguishing it from subsequent management and scaling operations by focusing exclusively on the setup phase.

144

Publications

14.1K

Citations

352

Authors

189

Institutions

Publications per year

2017–2026

30

Parents

Publications

144

Fuzzy Model Identification Based on Cluster Estimation

S. Chiu · Journal of Intelligent & Fuzzy Systems · 1994 · 2.8K citations

, , +9

A comparative study of efficient initialization methods for the k-means clustering algorithm

M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela · Expert Systems with Applications · 2012 · 1.2K citations · Full text

, , +10

Refining Initial Points for K-Means Clustering

Paul S. Bradley, Usama M. Fayyad · 1998 · 1K citations

, , +12

An empirical comparison of four initialization methods for the K-Means algorithm

José M. Peña, José A. Lozano, Pedro Larrañaga · Pattern Recognition Letters · 1999 · 867 citations

, , +7

Cluster center initialization algorithm for K-means clustering

Shehroz S. Khan, Amir Ahmad · Pattern Recognition Letters · 2004 · 678 citations

, , +8

1–5 of 144

Authors

352

  1. WM
    Wesam M. Ashour

    Islamic University of Gaza, Palestinian Territories

    3 publications · 118 citations

    3

    h-index

  2. LB
    Liang Bai

    Shanxi University, China

    3 publications · 331 citations

    3

    h-index

  3. JL
    Jiye Liang

    Shanxi University, China

    3 publications · 331 citations

    3

    h-index

  4. SS
    Shehroz S. Khan

    Toronto Rehabilitation Institute, Canada

    3 publications · 849 citations

    3

    h-index

  5. JY
    Jie Yang

    University of Technology Sydney, Australia

    3 publications · 105 citations

    3

    h-index

1–5 of 352

Institutions

189

  1. Georgia Institute of Technology

    Atlanta, United States

    3 h-index

    6 publications

    2.8K citations

  2. Islamic University of Gaza

    Gaza, Palestine

    3 h-index

    6 publications

    236 citations

  3. Shanxi University

    Taiyuan, China

    3 h-index

    8 publications

    916 citations

  4. University of Florida

    Gainesville, United States

    2 h-index

    2 publications

    370 citations

  5. Scientific Analysis Group

    Delhi, India

    2 h-index

    2 publications

    729 citations

  6. Indian Institute of Technology Dhanbad

    Dhanbad, India

    2 h-index

    4 publications

    238 citations

  7. Heilongjiang University of Science and Technology

    Harbin, China

    2 h-index

    4 publications

    63 citations

  8. Louisiana State University in Shreveport

    Shreveport, United States

    2 h-index

    2 publications

    1.2K citations

1–8 of 189

Venues

  1. Pattern Recognition Letters

    8 publications · 2K citations

    8

    h-index

  2. Expert Systems with Applications

    5 publications · 1.7K citations

    5

    h-index

  3. Information Sciences

    3 publications · 243 citations

    3

    h-index

  4. 3

    h-index

  5. Procedia Computer Science

    3 publications · 53 citations

    3

    h-index

1–5