María Dolores Pérez-Godoy

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Nearest Neighbor

Ensemble Selection

Top Venues

Prog. Artif. Intell.

Artif. Intell. Rev.

Publications

María Dolores Pérez-Godoy, Marta Molina, Francisco Martínez, David A. Elizondo, Francisco Charte, Antonio J. Rivera
DESReg: Dynamic Ensemble Selection library for Regression tasks. Neurocomputing 580 (2024)
Antonio J. Rivera, María Dolores Pérez-Godoy, David A. Elizondo, Lipika Deka, María José del Jesus
Analysis of clustering methods for crop type mapping using satellite imagery. Neurocomputing 492 (2022)
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio J. Rivera
Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series. IEEE Access 10 (2022)
Fernando Puentes-Marchal, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms. IWANN (2) (2021)
Fernando Puentes, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
An analysis of technological frameworks for data streams. Prog. Artif. Intell. 9 (3) (2020)
Antonio Jesús Rivera, María Dolores Pérez-Godoy, David Elizondo, Lipika Deka, María José del Jesus
A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops. SOCO (2020)
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio Jesús Rivera
A methodology for applying k-nearest neighbor to time series forecasting. Artif. Intell. Rev. 52 (3) (2019)
Francisco Charte, Alberto Vico, María Dolores Pérez-Godoy, Antonio J. Rivera
predtoolsTS: R package for streamlining time series forecasting. Prog. Artif. Intell. 8 (4) (2019)
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio Jesús Rivera
NN. Expert Syst. Appl. 103 (2018)
Francisco Charte, Inmaculada Romero, María Dolores Pérez-Godoy, Antonio J. Rivera, Eulogio Castro
Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass. Comput. Chem. Eng. 101 (2017)
Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution. Knowl. Based Syst. 117 (2017)
María Dolores Pérez-Godoy, Antonio Jesús Rivera, Francisco Charte, María José del Jesus
CO ^2 RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design. IWANN (1) (2015)
Francisco Charte Ojeda, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, María José del Jesus
Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks. IWANN (1) (2013)