Fast and simple deterministic seeding of KMeans for text document clustering

Ehsan Sherkat; Julien Velcin; Evangelos E. Milios

doi:10.1007/978-3-319-98932-7_7

Fast and simple deterministic seeding of KMeans for text document clustering

Ehsan Sherkat, Julien Velcin, Evangelos E. Milios

Atelier Future

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

9 Citations (Scopus)

Original language	English
Title of host publication	Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings
Editors	Eric SanJuan, Fionn Murtagh, Jian Yun Nie, Laure Soulier, Linda Cappellato, Patrice Bellot, Josiane Mothe, Chiraz Trabelsi, Nicola Ferro
Publisher	Springer Verlag
Pages	76-88
Number of pages	13
ISBN (Print)	9783319989310
DOIs	https://doi.org/10.1007/978-3-319-98932-7_7
Publication status	Published - 2018
Event	9th International Conference of the CLEF Association, CLEF 2018 - Avignon, France Duration: Sept 10 2018 → Sept 14 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11018 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th International Conference of the CLEF Association, CLEF 2018
Country/Territory	France
City	Avignon
Period	9/10/18 → 9/14/18

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-98932-7_7

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Sherkat, E., Velcin, J., & Milios, E. E. (2018). Fast and simple deterministic seeding of KMeans for text document clustering. In E. SanJuan, F. Murtagh, J. Y. Nie, L. Soulier, L. Cappellato, P. Bellot, J. Mothe, C. Trabelsi, & N. Ferro (Eds.), Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings (pp. 76-88). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11018 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-98932-7_7

Fast and simple deterministic seeding of KMeans for text document clustering. / Sherkat, Ehsan; Velcin, Julien; Milios, Evangelos E.
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. ed. / Eric SanJuan; Fionn Murtagh; Jian Yun Nie; Laure Soulier; Linda Cappellato; Patrice Bellot; Josiane Mothe; Chiraz Trabelsi; Nicola Ferro. Springer Verlag, 2018. p. 76-88 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11018 LNCS).

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

Sherkat, E, Velcin, J & Milios, EE 2018, Fast and simple deterministic seeding of KMeans for text document clustering. in E SanJuan, F Murtagh, JY Nie, L Soulier, L Cappellato, P Bellot, J Mothe, C Trabelsi & N Ferro (eds), Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11018 LNCS, Springer Verlag, pp. 76-88, 9th International Conference of the CLEF Association, CLEF 2018, Avignon, France, 9/10/18. https://doi.org/10.1007/978-3-319-98932-7_7

Sherkat E, Velcin J, Milios EE. Fast and simple deterministic seeding of KMeans for text document clustering. In SanJuan E, Murtagh F, Nie JY, Soulier L, Cappellato L, Bellot P, Mothe J, Trabelsi C, Ferro N, editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. Springer Verlag. 2018. p. 76-88. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-98932-7_7

Sherkat, Ehsan ; Velcin, Julien ; Milios, Evangelos E. / Fast and simple deterministic seeding of KMeans for text document clustering. Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. editor / Eric SanJuan ; Fionn Murtagh ; Jian Yun Nie ; Laure Soulier ; Linda Cappellato ; Patrice Bellot ; Josiane Mothe ; Chiraz Trabelsi ; Nicola Ferro. Springer Verlag, 2018. pp. 76-88 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Fast and simple deterministic seeding of KMeans for text document clustering

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