0000512: Parallel clustering k-means - Mantis

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ID

Category

Severity

Reproducibility

Date Submitted

Last Update

0000512

[ALGLIB] Data analysis

feature

have not tried

2013-04-07 11:32

2013-10-05 15:04

Reporter

SergeyB

View Status

public

Assigned To

SergeyB

Priority

normal

Resolution

open

Status

assigned

Product Version

Summary

0000512: Parallel clustering k-means

Description

* parallel k-means (first phase - centers) - http://theory.stanford.edu/~sergei/papers/vldb12-kmpar.pdf
* parallel k-means (second phase)

NOTE:
* prior art for subsample k-means:
** Paul S. Bradley and Usama M. Fayyad. Refining initial
points for k-means clustering. In Jude W. Shavlik,
editor, ICML, pages 91–99. Morgan Kaufmann, 1998.
** Fredrik Farnstrom, James Lewis, and Charles
Elkan. Scalability for clustering algorithms revisited.
SIGKDD Explorations, 2(1):51–57, 2000.

Additional Information

Programming language

Unspecified

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Issue History
Date Modified	Username	Field	Change
2013-04-07 11:32	SergeyB	New Issue
2013-04-07 11:32	SergeyB	Status	new => assigned
2013-04-07 11:32	SergeyB	Assigned To	=> SergeyB
2013-04-07 11:32	SergeyB	Programming language	=> Unspecified
2013-04-17 13:04	SergeyB	Description Updated
2013-04-20 11:26	SergeyB	Description Updated
2013-05-11 13:24	SergeyB	Description Updated
2013-05-14 12:26	SergeyB	Target Version	3.8.0 => Next release
2013-05-14 12:26	SergeyB	Summary	Parallel clustering (AHC and k-means) => Parallel clustering k-means
2013-05-14 12:26	SergeyB	Description Updated
2013-10-05 15:04	SergeyB	Target Version	Next release => Next 'Data mining' release

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