Semi-supervised classification of vegetation: preserving the good old units and searching for new ones

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14310%2F14%3A00074360" target="_blank" >RIV/00216224:14310/14:00074360 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1111/jvs.12193" target="_blank" >http://dx.doi.org/10.1111/jvs.12193</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1111/jvs.12193" target="_blank" >10.1111/jvs.12193</a>

Result language
angličtina
Original language name
Semi-supervised classification of vegetation: preserving the good old units and searching for new ones
Original language description
Aim: The unsupervised nature of traditional numerical methods used to classify vegetation hinders the development of comprehensive vegetation classification systems. Each new unsupervised classification yields partitions that are partly inconsistent withprevious classifications and change group membership for some sites. In contrast, supervised methods account for previously established vegetation units, but cannot define new ones. Therefore, we introduce the concept of semi-supervised classification to community ecology and vegetation science. Semi-supervised classification formally reproduces the existing units in a supervised mode and simultaneously identifies new units among unassigned sites in an unsupervised mode.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
EH - Ecology - communities
OECD FORD branch
—

Project
<a href="/en/project/GAP505%2F11%2F0732" target="_blank" >GAP505/11/0732: Generalized supervised classification in community ecology</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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