0000512: Parallel clustering k-means

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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

Platform

Status

assigned

Projection

none

OS Version

ETA

none

Fixed in Version

Product Version

Target Version

Next 'Data mining' release

Product Build

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.

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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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