Regularized ensemble neural networks models in the Extreme Learning Machine framework

Research areas:

• Uncategorized

Year:

2019

Type of Publication:

Article

Keywords:

Extreme Learning Machine, Ensemble, Hierarchy, Diversity, Negative Correlation

Authors:

• Perales-González, C.
• Carbonero-Ruz, Mariano
• Becerra-Alonso, David
• Pérez-Rodríguez, J.
• Fernandez-Navarro, Francisco

Journal:

Neurocomputing

Volume:

361

Pages:

196-211

Month:

October

ISSN:

0925-2312

BibTex:

@article{Perales19, author = "C. Perales-Gonz{\'a}lez and Mariano Carbonero-Ruz and David Becerra-Alonso and J. P{\'e}rez-Rodr{\'i}guez and Francisco Fernandez-Navarro", awards = "JCR(2019): 4.438 Position: 28/136 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE.", comments = "JCR(2019): 4.438 Position: 28/136 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE.", doi = "10.1016/j.neucom.2019.06.040", issn = "0925-2312", journal = "Neurocomputing", keywords = "Extreme Learning Machine, Ensemble, Hierarchy, Diversity, Negative Correlation", month = "October", note = "JCR(2019): 4.438 Position: 28/136 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE.", pages = "196--211", title = "{R}egularized ensemble neural networks models in the {E}xtreme {L}earning {M}achine framework", url = "doi.org/10.1016/j.neucom.2019.06.040", volume = "361", year = "2019", }

Note:

JCR(2019): 4.438 Position: 28/136 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE.

Comments:

JCR(2019): 4.438 Position: 28/136 (Q1) Category: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE.