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M. Dolores Pérez-Godoy
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2020 – today
- 2024
- [j16]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: 127487 (2024) - 2023
- [j15]Antonio Jesús Rivera
, J. Cobo Muñoz, M. Dolores Pérez-Godoy, B. Sáenz de San Pedro, Francisco Charte, David A. Elizondo, C. Rodríguez, M. L. Abolafia, A. Perea, María José del Jesus:
XAIRE: An ensemble-based methodology for determining the relative importance of variables in regression tasks. Application to a hospital emergency department. Artif. Intell. Medicine 137: 102494 (2023) - [c16]Maria Isabel Cabrera-Bermejo
Analysis of Transformer Model Applications. HAIS 2023: 231-243 - 2022
- [j14]Francisco Martínez
Time Series Forecasting by Generalized Regression Neural Networks Trained With Multiple Series. IEEE Access 10: 3275-3283 (2022) - [j13]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: 91-106 (2022) - 2021
- [c15]Fernando Puentes-Marchal
Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms. IWANN (2) 2021: 272-280 - 2020
- [j12]Fernando Puentes
An analysis of technological frameworks for data streams. Prog. Artif. Intell. 9(3): 239-261 (2020) - [c14]Antonio Jesús Rivera, María Dolores Pérez-Godoy, David A. Elizondo, Lipika Deka
A Preliminary Study on Crop Classification with Unsupervised Algorithms for Time Series on Images with Olive Trees and Cereal Crops. SOCO 2020: 276-285
2010 – 2019
- 2019
- [j11]Francisco Martínez
A methodology for applying k-nearest neighbor to time series forecasting. Artif. Intell. Rev. 52(3): 2019-2037 (2019) - [j10]Francisco Charte
predtoolsTS: R package for streamlining time series forecasting. Prog. Artif. Intell. 8(4): 505-510 (2019) - 2018
- [j9]Francisco Martínez
Dealing with seasonality by narrowing the training set in time series forecasting with kNN. Expert Syst. Appl. 103: 38-48 (2018) - 2017
- [j8]Francisco Charte
Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass. Comput. Chem. Eng. 101: 23-30 (2017) - [j7]Francisco Javier Pulgar, Antonio Jesús Rivera Rivas
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution. Knowl. Based Syst. 117: 70-78 (2017) - 2016
- [j6]Julián Luengo
The influence of noise on the evolutionary fuzzy systems for subgroup discovery. Soft Comput. 20(11): 4313-4330 (2016) - [c13]Macarena Espinilla
Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity. UCAmI (2) 2016: 64-74 - 2015
- [c12]María Dolores Pérez-Godoy, Antonio Jesús Rivera
CO ^2 RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design. IWANN (1) 2015: 361-373 - 2014
- [j5]M. Dolores Pérez-Godoy
Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets. Appl. Soft Comput. 25: 26-39 (2014) - 2013
- [c11]M. Dolores Pérez-Godoy
A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments. IJCNN 2013: 1-8 - [c10]Francisco Charte Ojeda
Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks. IWANN (1) 2013: 331-338 - 2011
- [j4]Antonio Jesús Rivera Rivas
A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods. Appl. Intell. 34(3): 331-346 (2011) - [c9]Antonio Jesús Rivera Rivas
A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price. CAEPIA 2011: 263-272 - [c8]Antonio Jesús Rivera Rivas
Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification. IWANN (1) 2011: 41-48 - 2010
- [j3]M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, Antonio Jesús Rivera Rivas, María José del Jesus
CO2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market. Int. J. Hybrid Intell. Syst. 7(1): 75-87 (2010) - [j2]M. Dolores Pérez-Godoy
Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets. Pattern Recognit. Lett. 31(15): 2375-2388 (2010) - [j1]M. Dolores Pérez-Godoy
CO2RBFN: an evolutionary cooperative-competitive RBFN design algorithm for classification problems. Soft Comput. 14(9): 953-971 (2010) - [c7]M. Dolores Pérez-Godoy
Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market. IEA/AIE (1) 2010: 205-214 - [c6]M. Dolores Pérez-Godoy
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. IJCNN 2010: 1-7 - [c5]M. Dolores Pérez-Godoy
CO2RBFN for Short and Medium Term Forecasting of the Extra-Virgin Olive Oil Price. NICSO 2010: 113-125
2000 – 2009
- 2009
- [c4]M. Dolores Pérez-Godoy
A Preliminar Analysis of CO2RBFN in Imbalanced Problems. IWANN (1) 2009: 57-64 - [c3]Pedro L. López, Antonio Jesús Rivera Rivas
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design. IWANN (1) 2009: 752-759 - 2008
- [c2]Pedro Pérez-Recuerda, María Pilar Frías
An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market. HIS 2008: 943-946 - 2007
- [c1]M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, María José del Jesus, Ignacio Rojas:
CoEvRBFN: An Approach to Solving the Classification Problem with a Hybrid Cooperative-Coevolutive Algorithm. IWANN 2007: 324-332
Coauthor Index
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