Pregled bibliografske jedinice broj: 771219
Active learning for support vector regression in radiation shielding design
Active learning for support vector regression in radiation shielding design // Proceedings of the 2015 International Conference on High Performance Computing & Simulation (HPCS 2015) / Smari, Waleed W. ; Zeljkovic, Vesna (ur.).
Amsterdam: Institute of Electrical and Electronics Engineers (IEEE), 2015. str. 311-317 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 771219 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Active learning for support vector regression in radiation shielding design
Autori
Dučkić, Paulina ; Trontl, Krešimir ; Matijević, Mario
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 2015 International Conference on High Performance Computing & Simulation (HPCS 2015)
/ Smari, Waleed W. ; Zeljkovic, Vesna - Amsterdam : Institute of Electrical and Electronics Engineers (IEEE), 2015, 311-317
ISBN
978-1-4673-7811-6
Skup
International Conference on High Performance Computing & Simulation (HPCS 2015)
Mjesto i datum
Amsterdam, Nizozemska, 20.07.2015. - 24.07.2015
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
support vector regression; active learning; data transfer method; point kernel method; gamma buildup factor; neutron buildup factor
Sažetak
Recently a novel approach based on support vector regression technique has been proposed and tested for the estimation of multi layer buildup factors for gamma ray shielding calculations, while for neutron shielding calculations some initial analyses have been conducted. During the development of the model a number of questions regarding possible application of active learning measures have been raised. In this paper general applicability of the active learning measures on the problem, in particular data transfer method used in the investigation, and testing of the active procedure are discussed.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika
POVEZANOST RADA
Projekti:
HRZZ-UIP-2013-11-3522 - Razvoj paketa računalskih programa za naprednu analizu štitova od gama i neutronskog zračenja (DOCPAGANSA) (Trontl, Krešimir, HRZZ ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
