Who Cited It

A Comprehensive Survey of Clustering Algorithms

2015 · Annals of Data Science · 1,939 citations · 3 from inside this corpus

Dongkuan Xu, Yingjie Tian

No abstract in the source record.

A Comprehensive Survey of Clustering Algorithms (2015)A Comprehensive Survey of Clu…Pattern Recognition with Fuzzy Objective Function Algorithms (1981)Pattern Recognition with Fuzz…Data clustering (1999)Data clusteringData clustering: 50 years beyond K-means (2009)Data clustering: 50 years bey…The self-organizing map (1990)The self-organizing mapNonlinear Component Analysis as a Kernel Eigenvalue Problem (1998)Nonlinear Component Analysis …Algorithms for Clustering Data (1990)Algorithms for Clustering DataFinding Groups in Data (1990)Finding Groups in DataFCM: The fuzzy c-means clustering algorithm (1984)FCM: The fuzzy c-means cluste…Algorithms for clustering data (1989)Algorithms for clustering dataSurvey of Clustering Algorithms (2005)Survey of Clustering Algorith…A General Coefficient of Similarity and Some of Its Properties (1971)A General Coefficient of Simi…Clustering by fast search and find of density peaks (2014)Clustering by fast search and…Hierarchical Clustering Schemes (1967)Hierarchical Clustering Schem…Model-Based Clustering, Discriminant Analysis, and Density Estimation (2002)Model-Based Clustering, Discr…BIRCH (1996)BIRCHAn introduction to kernel-based learning algorithms (2001)An introduction to kernel-bas…A massively parallel architecture for a self-organizing neural pattern recognition machine (1987)A massively parallel architec…A Comparison of Document Clustering Techniques (2000)A Comparison of Document Clus…A simple and fast algorithm for K-medoids clustering (2008)A simple and fast algorithm f…BIRCH (1996)BIRCHA Framework for Clustering Evolving Data Streams (2003)A Framework for Clustering Ev…ART 2: self-organization of stable category recognition codes for analog input patterns (1987)ART 2: self-organization of s…Machine Learning: Algorithms, Real-World Applications and Research Directions (2021)Machine Learning: Algorithms,…K-means clustering algorithms: A comprehensive review, variants analysis, and advances in… (2022)K-means clustering algorithms…A review of clustering techniques and developments (2017)A review of clustering techni…
25 of 25 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

PaperYearCited
Pattern Recognition with Fuzzy Objective Function Algorithms198116,856
Data clustering199913,263
Data clustering: 50 years beyond K-means20099,368
The self-organizing map19908,234
Nonlinear Component Analysis as a Kernel Eigenvalue Problem19988,138
Algorithms for Clustering Data19907,849
Finding Groups in Data19907,270
FCM: The fuzzy c-means clustering algorithm19846,661
Algorithms for clustering data19896,473
Survey of Clustering Algorithms20056,210
A General Coefficient of Similarity and Some of Its Properties19715,334
Clustering by fast search and find of density peaks20145,040
Hierarchical Clustering Schemes19674,940
Model-Based Clustering, Discriminant Analysis, and Density Estimation20024,342
BIRCH19963,918
An introduction to kernel-based learning algorithms20013,498
A massively parallel architecture for a self-organizing neural pattern recognition machine19872,536
A Comparison of Document Clustering Techniques20002,458
A simple and fast algorithm for K-medoids clustering20082,129
BIRCH19962,075
A Framework for Clustering Evolving Data Streams20031,802
ART 2: self-organization of stable category recognition codes for analog input patterns19871,441

What cites it, inside the corpus

PaperYearCited
Machine Learning: Algorithms, Real-World Applications and Research Directions20215,368
K-means clustering algorithms: A comprehensive review, variants analysis, and advances in…20222,213
A review of clustering techniques and developments20171,369

Links

DOI · Open access copy · OpenAlex record

Topics

Advanced Clustering Algorithms ResearchComputer Science
Complex Network Analysis TechniquesPhysics and Astronomy
Text and Document Classification TechnologiesComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports2 author record(s) attached.
  • supports146 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:52+00:00.

sha256 930f5bc64fea8a60…