CO2RBFN: an evolutionary cooperative–competitive RBFN design algorithm for classification problems

MD Perez-Godoy, AJ Rivera, FJ Berlanga… - Soft Computing, 2010 - Springer
This paper presents a new evolutionary cooperative–competitive algorithm for the design of
Radial Basis Function Networks (RBFNs) for classification problems. The algorithm, CO 2 …

A system for extracting sentiment from large-scale Arabic social data

H Wang, A Hanafy, M Bahgat… - 2015 First …, 2015 - ieeexplore.ieee.org
Social media data in Arabic language is becoming more and more abundant. It is a
consensus that valuable information lies in social media data. Mining this data and making …

CO 2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market

MD Pérez-Godoy, P Pérez, AJ Rivera… - … Journal of Hybrid …, 2010 - content.iospress.com
This paper presents the adaptation of CO 2 RBFN, an evolutionary cooperative-competitive
hybrid algorithm for the design of Radial Basis Function Networks, for short-term forecasting …

An adaptive normalized gaussian network and its application to online category learning

C Gläser, F Joublin - The 2010 International Joint Conference …, 2010 - ieeexplore.ieee.org
In online applications, where training samples sequentially arise during execution,
incremental learning schemes have to be applied. In this paper we propose an adaptive …

[PDF][PDF] Co2rbfn: predicción de series temporales con un enfoque cooperativo-̃́ competitivo

M Pérez-Godoy, P Pérez, A Rivera… - CONGRESO ESPANOL …, 2010 - sci2s.ugr.es
En este trabajo presentamos la adaptación de un algoritmo bioinspirado para el diseño de
Redes de Funciones de Base Radial (RBFNs), CO2RBFN, para aplicarlo al problema de …

An study on data mining methods for short-term forecasting of the extra virgin olive oil price in the Spanish market

P Pérez, MP Frías, MD Pérez-Godoy… - … on Hybrid Intelligent …, 2008 - ieeexplore.ieee.org
This paper presents the adaptation of an evolutionary cooperative competitive RBFN
learning algorithm, CO2RBFN, for short-term forecasting of extra virgin olive oil price. The …

[PDF][PDF] UTILIZACIÓN DE UN SISTEMA BASADO EN REGLAS DIFUSAS PARA LA APLICACIÓN DE OPERADORES EN UN ALGORITMO COOPERATIVO …

MDPGA Jesús, RRMJ del Jesus, DFJB Rivera - aa - sci2s.ugr.es
En este trabajo se presenta CO2RBFN, un algoritmo bioinspirado para el diseño de redes
neuronales, concretamente Redes de Funciones de Base Radial (RBFNs). El método de …

[PDF][PDF] A preliminary study of the effect of feature selection in evolutionary RBFN design

MDPGJJ Aguilera, FJ Berlanga, VM Rivas, AJ Rivera - sci2s.ugr.es
In this paper, the effect of the inclusion of a feature selection stage previous to the RBFNs
design is analyzed. Two different RBFNs design algorithms have been used: a cooperative …