Improved counter based algorithms for frequent pairs mining in transactional data streams

Konstantin Kutzkov

Improved counter based algorithms for frequent pairs mining in transactional data streams

Konstantin Kutzkov

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Abstract

Improved counter based algorithms for frequent
pairs mining in transactional data streams

Original language	English
Title of host publication	ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases
Number of pages	16
Volume	Part 1
Publisher	Springer
Publication date	2012
ISBN (Print)	978-3-642-33459-7
Publication status	Published - 2012

Keywords

data mining; algorithms; streaming; frequent pattern mining

Access to Document

http://www.springerlink.com/content/1382740137443760/

MaDaMS: Massive Data Mining by Sampling
Pagh, R. (PI), Stöckel, M. (CoI) & Pham, N. D. (CoI)
Independent Research Fund Denmark
01/01/2011 → 31/12/2014
Project: Research

Cite this

@inproceedings{7bf9af38301f4093a53096a1504aa547,

title = "Improved counter based algorithms for frequent pairs mining in transactional data streams",

abstract = "Improved counter based algorithms for frequent pairs mining in transactional data streams",

keywords = "data mining; algorithms; streaming; frequent pattern mining, data mining; algorithms; streaming; frequent pattern mining",

author = "Konstantin Kutzkov",

note = "@inproceedings\{DBLP:conf/pkdd/Kutzkov12, author = \{Konstantin Kutzkov\}, title = \{Improved Counter Based Algorithms for Frequent Pairs Mining in Transactional Data Streams\}, booktitle = \{ECML/PKDD (1)\}, year = \{2012\}, pages = \{843-858\}, ee = \{http://dx.doi.org/10.1007/978-3-642-33460-3\_59\}, crossref = \{DBLP:conf/pkdd/2012-1\}, bibsource = \{DBLP, http://dblp.uni-trier.de\}",

year = "2012",

language = "English",

isbn = "978-3-642-33459-7",

volume = "Part 1",

booktitle = "ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases",

publisher = "Springer",

address = "Germany",

}

Improved counter based algorithms for frequent pairs mining in transactional data streams. / Kutzkov, Konstantin.
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases . Vol. Part 1 Springer, 2012.

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

TY - GEN

T1 - Improved counter based algorithms for frequent pairs mining in transactional data streams

AU - Kutzkov, Konstantin

N1 - @inproceedings{DBLP:conf/pkdd/Kutzkov12, author = {Konstantin Kutzkov}, title = {Improved Counter Based Algorithms for Frequent Pairs Mining in Transactional Data Streams}, booktitle = {ECML/PKDD (1)}, year = {2012}, pages = {843-858}, ee = {http://dx.doi.org/10.1007/978-3-642-33460-3_59}, crossref = {DBLP:conf/pkdd/2012-1}, bibsource = {DBLP, http://dblp.uni-trier.de}

PY - 2012

Y1 - 2012

N2 - Improved counter based algorithms for frequent pairs mining in transactional data streams

AB - Improved counter based algorithms for frequent pairs mining in transactional data streams

KW - data mining; algorithms; streaming; frequent pattern mining

M3 - Article in proceedings

SN - 978-3-642-33459-7

VL - Part 1

BT - ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases

PB - Springer

ER -

Improved counter based algorithms for frequent pairs mining in transactional data streams

Abstract

Keywords

Access to Document

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Projects

MaDaMS: Massive Data Mining by Sampling

Cite this