A fast training algorithm for RBF networks based on subtractive clustering

dc.contributor.author	Σαρίμβεης, Χαράλαμπος Κ.	el
dc.contributor.author	Αλεξανδρίδης, Αλέξανδρος Π.	el
dc.contributor.author	Μπάφας, Γιώργος Β.	el
dc.date.accessioned	2015-06-04T14:56:47Z
dc.date.available	2015-06-04T14:56:47Z
dc.date.issued	2015-06-04
dc.identifier.uri	http://hdl.handle.net/11400/15073
dc.rights	Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.source	http://www.elsevier.com/	en
dc.subject	Model selection
dc.subject	Radial basis function networks
dc.subject	Training algorithms
dc.subject	Επιλογή μοντέλου
dc.subject	Δίκτυα συνάρτησης ακτινικής βάσης
dc.subject	Αλγόριθμοι κατάρτισης
dc.title	A fast training algorithm for RBF networks based on subtractive clustering	en
heal.type	journalArticle
heal.classification	Technology
heal.classification	Electrical engineering
heal.classification	Τεχνολογία
heal.classification	Ηλεκτρολογία Μηχανολογία
heal.classificationURI	http://id.loc.gov/authorities/subjects/sh85133147
heal.classificationURI	http://zbw.eu/stw/descriptor/18426-4
heal.classificationURI	N/A-Τεχνολογία
heal.classificationURI	N/A-Ηλεκτρολογία Μηχανολογία
heal.identifier.secondary	DOI: 10.1016/S0925-2312(03)00342-4
heal.language	en
heal.access	campus
heal.publicationDate	2003-04
heal.bibliographicCitation	SARIMVEIS, H.K., ALEXANDRIDIS, A.P. & BAFAS, G.V. (2003). A fast training algorithm for RBF networks based on subtractive clustering. Neurocomputing. [online] 51. p. 501-505. Available from: http://www.elsevier.com/[Accessed 12/02/2003]	en
heal.abstract	A new algorithm for training radial basis function neural networks is presented in this paper. The algorithm, which is based on the subtractive clustering technique, has a number of advantages compared to the traditional learning algorithms, including faster training times and more accurate predictions. Due to these advantages the method proves suitable for developing models for complex nonlinear systems.	en
heal.publisher	Elsevier	en
heal.journalName	Neurocomputing	en
heal.journalType	peer-reviewed
heal.fullTextAvailability	true