Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering

Pekka Kumpulainen; Mika Särkioja; Mikko Kylväjä; Kimmo Hätönen

doi:10.1007/978-3-642-23957-1_45

Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering

Julkaisun otsikon käännös: Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering

Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

Julkaisun otsikon käännös	Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering
Alkuperäiskieli	Englanti
Otsikko	Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I
Toimittajat	Lazaros Iliadis, Chrisina Jayne
Julkaisupaikka	Heidelberg
Kustantaja	Springer
Sivut	402-411
ISBN (painettu)	978-3-642-23956-4
DOI - pysyväislinkit	https://doi.org/10.1007/978-3-642-23957-1_45
Tila	Julkaistu - 2011
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa

Julkaisusarja

Nimi	INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI
Kustantaja	Springer
Vuosikerta	363
ISSN (painettu)	1868-4238

Julkaisufoorumi-taso

Jufo-taso 1

Pääsy asiakirjaan

10.1007/978-3-642-23957-1_45

Siteeraa tätä

Kumpulainen, P., Särkioja, M., Kylväjä, M., & Hätönen, K. (2011). Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering. teoksessa L. Iliadis, & C. Jayne (Toimittajat), Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I (Sivut 402-411). (INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI; Vuosikerta 363). Springer. https://doi.org/10.1007/978-3-642-23957-1_45

Kumpulainen, Pekka ; Särkioja, Mika ; Kylväjä, Mikko et al. / Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering. Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. Toimittaja / Lazaros Iliadis ; Chrisina Jayne. Heidelberg : Springer, 2011. Sivut 402-411 (INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI).

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title = "Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering",

author = "Pekka Kumpulainen and Mika S{\"a}rkioja and Mikko Kylv{\"a}j{\"a} and Kimmo H{\"a}t{\"o}nen",

note = "Contribution: organisation=ase mit,FACT1=1",

year = "2011",

doi = "10.1007/978-3-642-23957-1_45",

language = "English",

isbn = "978-3-642-23956-4",

series = "INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI",

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Kumpulainen, P, Särkioja, M, Kylväjä, M & Hätönen, K 2011, Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering. julkaisussa L Iliadis & C Jayne (toim), Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI, Vuosikerta 363, Springer, Heidelberg, Sivut 402-411. https://doi.org/10.1007/978-3-642-23957-1_45

Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering. / Kumpulainen, Pekka; Särkioja, Mika; Kylväjä, Mikko et al.
Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. toim. / Lazaros Iliadis; Chrisina Jayne. Heidelberg: Springer, 2011. s. 402-411 (INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI; Vuosikerta 363).

Tutkimustuotos: Konferenssiartikkeli › Scientific › vertaisarvioitu

TY - GEN

T1 - Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering

AU - Kumpulainen, Pekka

AU - Särkioja, Mika

AU - Kylväjä, Mikko

AU - Hätönen, Kimmo

N1 - Contribution: organisation=ase mit,FACT1=1

PY - 2011

Y1 - 2011

U2 - 10.1007/978-3-642-23957-1_45

DO - 10.1007/978-3-642-23957-1_45

M3 - Conference contribution

SN - 978-3-642-23956-4

T3 - INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI

SP - 402

EP - 411

BT - Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I

A2 - Iliadis, Lazaros

A2 - Jayne, Chrisina

PB - Springer

CY - Heidelberg

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Kumpulainen P, Särkioja M, Kylväjä M, Hätönen K. Analyzing 3G quality distribution data with fuzzy rules and fuzzy clustering. julkaisussa Iliadis L, Jayne C, toimittajat, Engineering Applications of Neural Networks, 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I. Heidelberg: Springer. 2011. s. 402-411. (INNS EANN-SIG International Conference and IFIP WG 12.5 International Conference and AIAI). doi: 10.1007/978-3-642-23957-1_45