BIRCH

Tian Zhang; Raghu Ramakrishnan; Miron Livny

doi:https://doi.org/10.1145/233269.233324

BIRCH

1996 · 3,918 citations · 15 from inside this corpus

Tian Zhang, Raghu Ramakrishnan, Miron Livny

The source holds an abstract for this work, but its best open-access copy is under no open licence, which does not permit us to republish the text. Read it at the source below.

16 of 16 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

Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

Data clustering→BIRCHLegacy edge — source detail unavailable
Data clustering: 50 years beyond K-means→BIRCHLegacy edge — source detail unavailable
Survey of Clustering Algorithms→BIRCHLegacy edge — source detail unavailable
LOF→BIRCHLegacy edge — source detail unavailable
LOF→BIRCHLegacy edge — source detail unavailable
A Survey of Outlier Detection Methodologies→BIRCHLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→BIRCHLegacy edge — source detail unavailable
On Clustering Validation Techniques→BIRCHLegacy edge — source detail unavailable
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values→BIRCHLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→BIRCHLegacy edge — source detail unavailable
Efficient algorithms for mining outliers from large data sets→BIRCHLegacy edge — source detail unavailable
A Framework for Clustering Evolving Data Streams→BIRCHLegacy edge — source detail unavailable
Algorithms for Mining Distance-Based Outliers in Large Datasets→BIRCHLegacy edge — source detail unavailable
Rock: A robust clustering algorithm for categorical attributes→BIRCHLegacy edge — source detail unavailable
A review of clustering techniques and developments→BIRCHLegacy edge — source detail unavailable
BIRCH→Finding Groups in DataLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→Finding Groups in DataLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→Data clusteringLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→Data clustering: 50 years beyond K-meansLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→Survey of Clustering AlgorithmsLegacy edge — source detail unavailable
A Comprehensive Survey of Clustering Algorithms→A Framework for Clustering Evolving Data StreamsLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→Data clusteringLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→Rock: A robust clustering algorithm for categorical attributesLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→LOFLegacy edge — source detail unavailable
A Survey of Clustering Data Mining Techniques→Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical ValuesLegacy edge — source detail unavailable
Data clustering: 50 years beyond K-means→Rock: A robust clustering algorithm for categorical attributesLegacy edge — source detail unavailable
Data clustering: 50 years beyond K-means→A Framework for Clustering Evolving Data StreamsLegacy edge — source detail unavailable
On Clustering Validation Techniques→Data clusteringLegacy edge — source detail unavailable
On Clustering Validation Techniques→Rock: A robust clustering algorithm for categorical attributesLegacy edge — source detail unavailable
Efficient algorithms for mining outliers from large data sets→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
Efficient algorithms for mining outliers from large data sets→LOFLegacy edge — source detail unavailable
Efficient algorithms for mining outliers from large data sets→LOFLegacy edge — source detail unavailable
A Survey of Outlier Detection Methodologies→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
A Survey of Outlier Detection Methodologies→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
LOF→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable
LOF→Efficient algorithms for mining outliers from large data setsLegacy edge — source detail unavailable
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values→Finding Groups in DataLegacy edge — source detail unavailable
Survey of Clustering Algorithms→A Survey of Clustering Data Mining TechniquesLegacy edge — source detail unavailable
Survey of Clustering Algorithms→Data clusteringLegacy edge — source detail unavailable
Survey of Clustering Algorithms→Rock: A robust clustering algorithm for categorical attributesLegacy edge — source detail unavailable
Survey of Clustering Algorithms→Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical ValuesLegacy edge — source detail unavailable
A Framework for Clustering Evolving Data Streams→Finding Groups in DataLegacy edge — source detail unavailable
A review of clustering techniques and developments→A Comprehensive Survey of Clustering AlgorithmsLegacy edge — source detail unavailable
A review of clustering techniques and developments→Data clusteringLegacy edge — source detail unavailable
A review of clustering techniques and developments→Data clustering: 50 years beyond K-meansLegacy edge — source detail unavailable
A review of clustering techniques and developments→Rock: A robust clustering algorithm for categorical attributesLegacy edge — source detail unavailable
A review of clustering techniques and developments→Survey of Clustering AlgorithmsLegacy edge — source detail unavailable
LOF→Algorithms for Mining Distance-Based Outliers in Large DatasetsLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Finding Groups in Data	1990	7,270

What cites it, inside the corpus

Paper	Year	Cited
Data clustering	1999	13,263
Data clustering: 50 years beyond K-means	2009	9,368
Survey of Clustering Algorithms	2005	6,210
LOF	2000	5,247
LOF	2000	4,009
A Survey of Outlier Detection Methodologies	2004	3,382
A Survey of Clustering Data Mining Techniques	2006	2,815
On Clustering Validation Techniques	2001	2,674
Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values	1998	2,509
A Comprehensive Survey of Clustering Algorithms	2015	1,939
Efficient algorithms for mining outliers from large data sets	2000	1,882
A Framework for Clustering Evolving Data Streams	2003	1,802
Algorithms for Mining Distance-Based Outliers in Large Datasets	1998	1,532
Rock: A robust clustering algorithm for categorical attributes	2000	1,487
A review of clustering techniques and developments	2017	1,369

Links

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Topics

Advanced Clustering Algorithms Research	Computer Science
Data Management and Algorithms	Computer Science
Data Stream Mining Techniques	Computer Science

Is this record sound?

complete

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

supports3 author record(s) attached.
supports11 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 2026-09-04T03:58:46+00:00.

sha256 bba2969b3567609a…