Automatic elm location in jet using a universal multi-event locator

Fusion Science and Technology

Volumn 58, Issue 3, 2010, Pages 755-762

  Gonzalez S ^a,b   Vega, J ^a,b   Murari, A ^a,c   Pereira, A ^a,b   Beurskens, M ^a,d  

^a CULHAM SCIENCE CENTRE   (United Kingdom)

^b CIEMAT   (Spain)

^c Consorzio RFX Associazione EURATOM ENEA per la Fusione ^*  (Italy)

^d CULHAM SCIENCE CENTRE   (United Kingdom)

Author keywords

Edge localized modes; Support vector regression; Universal multi event locator

Indexed keywords

INFORMATION FUSION; NUCLEAR ENERGY;

AUTOMATIC METHOD; EDGE LOCALIZED MODES; FUSION MACHINES; LARGE DATABASE; OFF-LINE METHODS; SIGNAL AMPLITUDE; SUPPORT VECTOR REGRESSION (SVR); UNIVERSAL MULTI-EVENT LOCATOR;

PLASMA DIAGNOSTICS;

EID: 78650043201     PISSN: 15361055     EISSN: None     Source Type: Journal    
DOI: 10.13182/fst10-a10924     Document Type: Article

References (6)

1. N. DURO et al., "Automated Recognition System for ELM Classification in JET," Fusion Eng. Des., 84, 712 (2009).
2. J. VEGA, A. MURARI, S. GONZALEZ, and JET-EFDA CONTRIBUTORS, "A Universal Support Vector Machines Based Method for Automatic Event Location in Waveforms and Video-Movies: Applications to Massive Nuclear Fusion Databases," Rev. Sci. Instrum., 81, 023505 (2010).
3. V. CHERKASSKY and F. MULIER, Learning from Data, 2nd ed., John Wiley and Sons (2007).
4. V. N. VAPNIK, Statistical Learning Theory, John Wiley and Sons (1998).
5. W. L. MARTINEZ and A. R. MARTINEZ, Computational Statistics Handbook with Matlab, Chapman and Hall/CRC Press (2002).
6. S. MALLAT, A Wavelet Tour of Signal Processing, 2nd ed., Academic Press, New York (2001).