Concepedia

Parallel Clustering

Parallel Clustering is a computational method in scalable data mining that partitions datasets into clusters simultaneously across multiple processing units to enhance efficiency and scalability in handling large-scale data.

384

Publications

14K

Citations

1.1K

Authors

478

Institutions

Publications per year

2017–2026

124

Parents

Publications

384

Proceedings 2001 IEEE International Conference on Data Mining

2001 · 768 citations

, , +16

Parallel Spectral Clustering in Distributed Systems

Wen-Yen Chen, Yangqiu Song, Hongjie Bai et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 622 citations

, , +16

A maximum variance cluster algorithm

Cor J. Veenman, Marcel Reinders, E. Backer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 458 citations · Full text

, , +9

Parallel algorithms for hierarchical clustering

Clark F. Olson · Parallel Computing · 1995 · 407 citations · Full text

, , +14

A Fast Parallel Clustering Algorithm for Large Spatial Databases

Xiaowei Xu, Jochen Jäger, Hans‐Peter Kriegel · Data Mining and Knowledge Discovery · 1999 · 257 citations

, , +14

1–5 of 384

Authors

1.1K

  1. WL
    Wei‐keng Liao

    Northwestern University, United States

    8 publications · 292 citations

    8

    h-index

  2. AA
    Ankit Agrawal

    Northwestern University, United States

    7 publications · 309 citations

    7

    h-index

  3. AC
    Alok Choudhary

    Northwestern University, United States

    5 publications · 237 citations

    5

    h-index

  4. NE
    Nadia Essoussi

    Tunis University, Tunisia

    5 publications · 86 citations

    5

    h-index

  5. CB
    Chiheb-Eddine Ben N’Cir

    Tunis University, Tunisia

    5 publications · 86 citations

    5

    h-index

1–5 of 1.1K

Institutions

478

  1. Northwestern University

    Evanston, United States

    12 h-index

    42 publications

    1.7K citations

  2. Chinese Academy of Sciences

    Beijing, China

    6 h-index

    23 publications

    495 citations

  3. Shenzhen Institutes of Advanced Technology

    Shenzhen, China

    5 h-index

    11 publications

    984 citations

  4. Chongqing University

    Chongqing, China

    4 h-index

    11 publications

    462 citations

  5. IBM (United States)

    Armonk, United States

    4 h-index

    8 publications

    339 citations

  6. Institute for High Performance Computing and Networking

    Rende, Italy

    4 h-index

    4 publications

    122 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    9 publications

    129 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    12 publications

    498 citations

1–8 of 478

Venues

  1. Journal of Parallel and Distributed Computing

    11 publications · 339 citations

    11

    h-index

  2. IEEE Transactions on Parallel and Distributed Systems

    TPDS · 9 publications · 273 citations

    9

    h-index

  3. The Journal of Supercomputing

    6 publications · 199 citations

    6

    h-index

  4. Information Sciences

    6 publications · 214 citations

    6

    h-index

  5. 5

    h-index

1–5