Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks with a Hybrid Algorithm for Binary Classification

Research areas:

• Methodology - Machine learning

Year:

2012

Type of Publication:

Article

Authors:

• Fernandez-Navarro, Francisco
• Hervás-Martínez, César
• Gutiérrez, Pedro Antonio
• Peña-Barragán, José Manuel
• López-Granados, Francisca

Journal:

Neurocomputing

Volume:

75

Pages:

123-134

BibTex:

@article{NEUCOM2012, author = "Francisco Fernandez-Navarro and C{\'e}sar Herv{\'a}s-Mart{\'i}nez and Pedro Antonio Guti{\'e}rrez and Jos{\'e} Manuel Pe{\~n}a-Barrag{\'a}n and Francisca L{\'o}pez-Granados", awards = "JCR (2012): 1.634 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 37/115 Q2)", comments = "JCR (2012): 1.634 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 37/115 Q2)", doi = "10.1016/j.neucom.2011.03.056", journal = "Neurocomputing", note = "JCR (2012): 1.634 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 37/115 Q2)", pages = "123-134", title = "{P}arameter estimation of q-{G}aussian {R}adial {B}asis {F}unctions {N}eural {N}etworks with a {H}ybrid {A}lgorithm for {B}inary {C}lassification", url = "http://dx.doi.org/10.1016/j.neucom.2011.03.056", volume = "75", year = "2012", }

Note:

JCR (2012): 1.634 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 37/115 Q2)

Comments:

JCR (2012): 1.634 (category COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, position 37/115 Q2)