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

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

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalIEEE Transactions on Pattern Analysis and Machine Intelligence
Volume37
Issue number3
Pages (from-to)489-498
Number of pages10
ISSN0162-8828
DOIs
Publication statusPublished - Mar 2015
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Bayes methods
  • predictive models
  • unsupervised learning
  • mixed distributions
  • PRODUCT PARTITION MODELS
  • POPULATION-STRUCTURE
  • IDENTIFICATION
  • RECOMBINATION
  • MIXTURE
  • 113 Computer and information sciences
  • 3111 Biomedicine

Cite this

@article{c68ff54dce644f7ba5f8dd62ccb99031,
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",
language = "English",
volume = "37",
pages = "489--498",
journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
issn = "0162-8828",
publisher = "Institute of Electrical and Electronics Engineers",
number = "3",

}

A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type. / Blomstedt, Paul; Tang, Jing; Xiong, Jie; Granlund, Christian; Corander, Jukka.

In: IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 3, 03.2015, p. 489-498.

Research output: Contribution to journalArticleScientificpeer-review

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 -