Benchmarking stream clustering for churn detection in dynamic networks

Serdar Baran Tatar; Andrew McIntyre; Nur Zincir-Heywood; Malcolm Heywood

doi:10.1007/978-3-319-24282-8_24

Benchmarking stream clustering for churn detection in dynamic networks

Serdar Baran Tatar, Andrew McIntyre, Nur Zincir-Heywood, Malcolm Heywood

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Discovery Science - 18th International Conference, DS 2015
Editors	Stan Matwin, Nathalie Japkowicz
Publisher	Springer Verlag
Pages	284-298
Number of pages	15
ISBN (Print)	9783319242811
DOIs	https://doi.org/10.1007/978-3-319-24282-8_24
Publication status	Published - 2015
Event	18th International Conference on Discovery Science, DS 2015 - Banff, Canada Duration: Oct 4 2015 → Oct 6 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9356
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	18th International Conference on Discovery Science, DS 2015
Country/Territory	Canada
City	Banff
Period	10/4/15 → 10/6/15

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Churn detection
Clustering
Performance measures

Access to Document

10.1007/978-3-319-24282-8_24

Cite this

Tatar, S. B., McIntyre, A., Zincir-Heywood, N., & Heywood, M. (2015). Benchmarking stream clustering for churn detection in dynamic networks. In S. Matwin, & N. Japkowicz (Eds.), Discovery Science - 18th International Conference, DS 2015 (pp. 284-298). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9356). Springer Verlag. https://doi.org/10.1007/978-3-319-24282-8_24

Benchmarking stream clustering for churn detection in dynamic networks. / Tatar, Serdar Baran; McIntyre, Andrew; Zincir-Heywood, Nur et al.
Discovery Science - 18th International Conference, DS 2015. ed. / Stan Matwin; Nathalie Japkowicz. Springer Verlag, 2015. p. 284-298 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9356).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tatar, SB, McIntyre, A, Zincir-Heywood, N & Heywood, M 2015, Benchmarking stream clustering for churn detection in dynamic networks. in S Matwin & N Japkowicz (eds), Discovery Science - 18th International Conference, DS 2015. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9356, Springer Verlag, pp. 284-298, 18th International Conference on Discovery Science, DS 2015, Banff, Canada, 10/4/15. https://doi.org/10.1007/978-3-319-24282-8_24

Tatar SB, McIntyre A, Zincir-Heywood N , Heywood M. Benchmarking stream clustering for churn detection in dynamic networks. In Matwin S, Japkowicz N, editors, Discovery Science - 18th International Conference, DS 2015. Springer Verlag. 2015. p. 284-298. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-24282-8_24

Tatar, Serdar Baran ; McIntyre, Andrew ; Zincir-Heywood, Nur et al. / Benchmarking stream clustering for churn detection in dynamic networks. Discovery Science - 18th International Conference, DS 2015. editor / Stan Matwin ; Nathalie Japkowicz. Springer Verlag, 2015. pp. 284-298 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Benchmarking stream clustering for churn detection in dynamic networks

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

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