A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type

Paul Blomstedt, Jing Tang, Jie Xiong, Christian Granlund, Jukka Corander

Tutkimustuotos: ArtikkelijulkaisuArtikkeliTieteellinenvertaisarvioitu

Alkuperäiskielienglanti
LehtiIEEE Transactions on Pattern Analysis and Machine Intelligence
Vuosikerta37
Numero3
Sivut489-498
Sivumäärä10
ISSN0162-8828
DOI - pysyväislinkit
TilaJulkaistu - maaliskuuta 2015
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä, vertaisarvioitu

Tieteenalat

  • 113 Tietojenkäsittely- ja informaatiotieteet
  • 3111 Biolääketieteet

Lainaa tätä

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title = "A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type",
keywords = "Bayes methods, predictive models, unsupervised learning, mixed distributions, PRODUCT PARTITION MODELS, POPULATION-STRUCTURE, IDENTIFICATION, RECOMBINATION, MIXTURE, 113 Computer and information sciences, 3111 Biomedicine",
author = "Paul Blomstedt and Jing Tang and Jie Xiong and Christian Granlund and Jukka Corander",
year = "2015",
month = "3",
doi = "10.1109/TPAMI.2014.2359431",
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journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
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A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type. / Blomstedt, Paul; Tang, Jing; Xiong, Jie; Granlund, Christian; Corander, Jukka.

julkaisussa: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vuosikerta 37, Nro 3, 03.2015, s. 489-498.

Tutkimustuotos: ArtikkelijulkaisuArtikkeliTieteellinenvertaisarvioitu

TY - JOUR

T1 - A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type

AU - Blomstedt, Paul

AU - Tang, Jing

AU - Xiong, Jie

AU - Granlund, Christian

AU - Corander, Jukka

PY - 2015/3

Y1 - 2015/3

KW - Bayes methods

KW - predictive models

KW - unsupervised learning

KW - mixed distributions

KW - PRODUCT PARTITION MODELS

KW - POPULATION-STRUCTURE

KW - IDENTIFICATION

KW - RECOMBINATION

KW - MIXTURE

KW - 113 Computer and information sciences

KW - 3111 Biomedicine

U2 - 10.1109/TPAMI.2014.2359431

DO - 10.1109/TPAMI.2014.2359431

M3 - Article

VL - 37

SP - 489

EP - 498

JO - IEEE Transactions on Pattern Analysis and Machine Intelligence

JF - IEEE Transactions on Pattern Analysis and Machine Intelligence

SN - 0162-8828

IS - 3

ER -