H/L transition time estimation in JET using conformal predictors (Articolo in rivista)

Type
Label
  • H/L transition time estimation in JET using conformal predictors (Articolo in rivista) (literal)
Anno
  • 2012-01-01T00:00:00+01:00 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
  • 10.1016/j.fusengdes.2012.02.126 (literal)
Alternative label
  • González S.; Vega J.; Murari A.; Pereira A.; Dormido-Canto S.; Ramírez J.M. (2012)
    H/L transition time estimation in JET using conformal predictors
    in Fusion engineering and design; ELSEVIER SCIENCE SA, PO BOX 564, 1001 LAUSANNE (Svizzera)
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • González S.; Vega J.; Murari A.; Pereira A.; Dormido-Canto S.; Ramírez J.M. (literal)
Pagina inizio
  • 2084 (literal)
Pagina fine
  • 2086 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#altreInformazioni
  • http://biblioproxy.cnr.it:2050/science/article/pii/S0920379612002001 La rivista è pubblicata anche online con ISSN 1873-7196 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#url
  • http://www.sciencedirect.com/science/article/pii/S0920379612002001 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroVolume
  • 87 (literal)
Rivista
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#pagineTotali
  • 3 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#numeroFascicolo
  • 12 (literal)
Note
  • ISI Web of Science (WOS) (literal)
  • Scopu (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • a Asociación EURATOM/CIEMAT Para Fusión, Madrid 28040, Spain; b Consorzio RFX, Associazione EURATOM/ENEA per la Fusione, Padova 4-25127, Italy; c Departamento de Informática y Automática, UNED, Madrid 28040, Spain. (González S.a, Vega J.a, Murari A.b, Pereira A.a, Dormido-Canto S.c, Ramírez J.M.c) (literal)
Titolo
  • H/L transition time estimation in JET using conformal predictors (literal)
Abstract
  • Recent advances in data mining allow the automatic recognition of physical phenomena in the databases of fusion devices without human intervention. This is important to create large databases of physical events (thereby increasing the statistical relevance) in-an unattended manner. Important examples are the L/H and H/L transitions. In this contribution, a novel technique is introduced to automatically locate H/L transitions in JET by using conformal predictors. The focus is on H/L transitions because typically there is not a clear signature in the time series of the most widely available signals to recognize the change of confinement. Conformal predictors hedge their prediction by means of two parameters: confidence and credibility. The technique has been based on binary supervised classifiers to separate the samples of the respective confinement modes. Results with several underlying classifiers are presented. (literal)
Editore
Prodotto di
Autore CNR
Insieme di parole chiave

Incoming links:


Prodotto
Autore CNR di
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#rivistaDi
Editore di
Insieme di parole chiave di
data.CNR.it