María Dolores Pérez-Godoy

15 papers Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Addressing Multilabel Imbalance with an Efficiency-Focused Approach Using Diffusion Model-Generated Synthetic Samples.
CoRR
Francisco Charte, Miguel A. Dávila, María Dolores Pérez-Godoy, María José del Jesus
2025 — conf
MORENA: Empty Images Detection Based on Unsupervised Reconstruction Error Analysis.
IWANN (1)
David de la Rosa, María José del Jesus, María Dolores Pérez-Godoy, Francisco Charte
2024 J jnl
DESReg: Dynamic Ensemble Selection library for Regression tasks.
Neurocomputing
María Dolores Pérez-Godoy, Marta Molina, Francisco Martínez, David A. Elizondo, Francisco Charte, Antonio J. Rivera
2022 J jnl
Analysis of clustering methods for crop type mapping using satellite imagery.
Neurocomputing
Antonio J. Rivera, María Dolores Pérez-Godoy, David A. Elizondo, Lipika Deka, María José del Jesus
2022 J jnl
Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series.
IEEE Access
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio J. Rivera
2021 — conf
Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms.
IWANN (2)
Fernando Puentes-Marchal, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
2020 — conf
A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops.
SOCO
Antonio Jesús Rivera, María Dolores Pérez-Godoy, David A. Elizondo, Lipika Deka, María José del Jesus
2020 J jnl
An analysis of technological frameworks for data streams.
Prog. Artif. Intell.
Fernando Puentes, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
2019 J jnl
A methodology for applying k-nearest neighbor to time series forecasting.
Artif. Intell. Rev.
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio Jesús Rivera
2019 J jnl
predtoolsTS: R package for streamlining time series forecasting.
Prog. Artif. Intell.
Francisco Charte, Alberto Vico, María Dolores Pérez-Godoy, Antonio J. Rivera
2018 J jnl
Dealing with seasonality by narrowing the training set in time series forecasting with
Expert Syst. Appl.
Francisco Martínez, María Pilar Frías, María Dolores Pérez-Godoy, Antonio Jesús Rivera
2017 J jnl
Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass.
Comput. Chem. Eng.
Francisco Charte, Inmaculada Romero, María Dolores Pérez-Godoy, Antonio J. Rivera, Eulogio Castro
2017 J jnl
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution.
Knowl. Based Syst.
Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus
2015 — conf
CO ^2 RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design.
IWANN (1)
María Dolores Pérez-Godoy, Antonio Jesús Rivera, Francisco Charte, María José del Jesus
2013 — conf
Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks.
IWANN (1)
Francisco Charte Ojeda, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, María José del Jesus