Perfil

Pérez Godoy,   Mª Dolores

María Dolores Pérez Godoy es profesora Titular de Universidad del Departamento de Informática de la Universidad de Jaén. Su tesis doctoral está basada en el desarrollo de métodos evolutivos cooperativos-competitivos para el diseño de Redes Neuronales de Base Radial. Entre sus áreas de interés se incluyen Redes Neuronales, Algoritmos Evolutivos, Ensembles, Clasificación en bases de datos balanceadas y no balanceadas, Predicción de series Temporales.

ID ORCID: 0000-0002-6670-564X

Publicaciones

time series forecasting by generalized regression neural networks trained with multiple series

JOURNAL_ARTICLE

doi   10.1109/ACCESS.2022.3140377

eid  

2022

implementation of data stream classification neural network models over big data platforms

BOOK_CHAPTER

doi   10.1007/978-3-030-85099-9_22

eid  

2021

A methodology for applying k-nearest neighbor to time series forecasting

JOURNAL_ARTICLE

doi   10.1007/s10462-017-9593-z

eid  

2019

Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets

JOURNAL_ARTICLE

doi   10.1016/j.asoc.2014.09.011

eid   WOS:000344460600003

2014

Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks

JOURNAL_ARTICLE

doi   WOS:000324897700032

eid  

2013

A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments

BOOK_CHAPTER

doi   WOS:000349557200266

eid  

2013

Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification

OTHER

doi   10.1007/978-3-642-21501-8_6

eid  

2011

A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods

JOURNAL_ARTICLE

doi   10.1007/s10489-011-0284-1

eid   WOS:000290227300002

2011

A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price

JOURNAL_ARTICLE

doi   WOS:000305319500027

eid  

2011

Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market

OTHER

doi   WOS:000281604000021

eid  

2010

CO2RBFN for short and medium term forecasting of the extra-virgin olive oil price

BOOK

doi   10.1007/978-3-642-12538-6_10

eid   2-s2.0-77951676441

2010

A Preliminary Study on Mutation Operators in Cooperative Competitive Algorithms for RBFN Design

OTHER

doi   WOS:000287421403038

eid  

2010

A preliminar analysis of CO2RBFN in imbalanced problems

BOOK

doi   10.1007/978-3-642-02478-8_8

eid   2-s2.0-68749108641

2009

EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design

JOURNAL_ARTICLE

doi   WOS:000270081200094

eid  

2009

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

CONFERENCE_PAPER

doi   10.1109/HIS.2008.132

eid   2-s2.0-55349083362

2008

CoEvRBFN: An approach to solving the classification problem with a hybrid cooperative-coevolutive algorithm

JOURNAL_ARTICLE

doi   WOS:000247839300040

eid  

2007