Spatiotemporal clustering using Gaussian processes embedded in a mixture model

Jarno Vanhatalo; Scott D. Foster; Geoffrey R. Hosack

doi:10.1002/env.2681

Spatiotemporal clustering using Gaussian processes embedded in a mixture model

Jarno Vanhatalo, Scott D. Foster, Geoffrey R. Hosack

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Originalspråk	engelska
Tidskrift	Environmetrics
Volym	32
Nummer	7
Antal sidor	19
ISSN	1180-4009
DOI	https://doi.org/10.1002/env.2681
Status	Publicerad - nov. 2021
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Vetenskapsgrenar

111 Matematik

Åtkomst av dokument

10.1002/env.2681Licens: CC BY

env.2681Slutlig publicerad version, 3,5 MBLicens: CC BY

Multivariate Gaussian processes for hierarchical modelling of species distributions
Vanhatalo, J., Kaurila, K. & Numminen, S.
Suomen Akatemia Projektilaskutus
01/09/2018 → 31/08/2022
Projekt: Forskningsprojekt

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@article{eae6f53516204820a87870d1ea5e5f5d,

title = "Spatiotemporal clustering using Gaussian processes embedded in a mixture model",

keywords = "clustering, community ecology, Gaussian process, Laplace approximation, mixture, regions of common profiles, spatial, spatiotemporal, DEMERSAL FISH, SPATIAL DATA, CLASSIFICATION, INFERENCE, SELECTION, 111 Mathematics",

author = "Jarno Vanhatalo and Foster, {Scott D.} and Hosack, {Geoffrey R.}",

year = "2021",

month = nov,

doi = "10.1002/env.2681",

language = "English",

volume = "32",

journal = "Environmetrics",

issn = "1180-4009",

publisher = "John Wiley & Sons Ltd.",

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AU - Vanhatalo, Jarno

AU - Foster, Scott D.

AU - Hosack, Geoffrey R.

PY - 2021/11

Y1 - 2021/11

KW - clustering

KW - community ecology

KW - Gaussian process

KW - Laplace approximation

KW - mixture

KW - regions of common profiles

KW - spatial

KW - spatiotemporal

KW - DEMERSAL FISH

KW - SPATIAL DATA

KW - CLASSIFICATION

KW - INFERENCE

KW - SELECTION

KW - 111 Mathematics

U2 - 10.1002/env.2681

DO - 10.1002/env.2681

M3 - Article

SN - 1180-4009

VL - 32

JO - Environmetrics

JF - Environmetrics

IS - 7

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Spatiotemporal clustering using Gaussian processes embedded in a mixture model

Vetenskapsgrenar

Åtkomst av dokument

Projekt

Multivariate Gaussian processes for hierarchical modelling of species distributions

Citera det här