Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods

Jyri Saarikoski; Jorma Laurikkala; Kalervo Järvelin; Martti Juhola

doi:10.1007/978-3-642-20282-7_27

Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods

Jyri Saarikoski, Jorma Laurikkala, Kalervo Järvelin, Martti Juhola

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

12 Citations (Scopus)

Original language	English
Title of host publication	Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I
Editors	Šter Branko
Place of Publication	Berlin
Pages	260-269
DOIs	https://doi.org/10.1007/978-3-642-20282-7_27
Publication status	Published - 2011
Publication type	A4 Article in conference proceedings

Publication series

Name	Lecture Notes in Computer Science
Number	6593

Keywords

classification
itseorganisoituva kartta
koneoppiminen
luokittelu
machine learning
neural networks
neuroverkot
self-organising map

Access to Document

10.1007/978-3-642-20282-7_27

Cite this

Saarikoski, J., Laurikkala, J., Järvelin, K., & Juhola, M. (2011). Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods. In Š. Branko (Ed.), Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I (pp. 260-269). (Lecture Notes in Computer Science; No. 6593).. https://doi.org/10.1007/978-3-642-20282-7_27

Saarikoski, Jyri ; Laurikkala, Jorma ; Järvelin, Kalervo et al. / Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods. Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I. editor / Šter Branko. Berlin, 2011. pp. 260-269 (Lecture Notes in Computer Science; 6593).

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title = "Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods",

keywords = "classification, itseorganisoituva kartta, koneoppiminen, luokittelu, machine learning, neural networks, neuroverkot, self-organising map, classification, itseorganisoituva kartta, koneoppiminen, luokittelu, machine learning, neural networks, neuroverkot, self-organising map",

author = "Jyri Saarikoski and Jorma Laurikkala and Kalervo J{\"a}rvelin and Martti Juhola",

year = "2011",

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Saarikoski, J, Laurikkala, J , Järvelin, K & Juhola, M 2011, Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods. in Š Branko (ed.), Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I. Lecture Notes in Computer Science, no. 6593, Berlin, pp. 260-269. https://doi.org/10.1007/978-3-642-20282-7_27

Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods. / Saarikoski, Jyri; Laurikkala, Jorma ; Järvelin, Kalervo et al.
Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I. ed. / Šter Branko. Berlin, 2011. p. 260-269 (Lecture Notes in Computer Science; No. 6593).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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Saarikoski J, Laurikkala J , Järvelin K , Juhola M. Self-Organising Maps in Document Classification : A Comparison with six Machine Learning Methods. In Branko Š, editor, Adaptive and Natural Computing Algorithms 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part I. Berlin. 2011. p. 260-269. (Lecture Notes in Computer Science; 6593). doi: 10.1007/978-3-642-20282-7_27