| A methodology for applying k-nearest neighbor to time series forecasting F Martínez, MP Frías, MD Pérez, AJ Rivera Artificial Intelligence Review 52 (3), 2019-2037, 2019 | 157 | 2019 |
| Dealing with seasonality by narrowing the training set in time series forecasting with kNN F Martínez, MP Frías, MD Pérez-Godoy, AJ Rivera Expert systems with applications 103, 38-48, 2018 | 83 | 2018 |
| Is the average photon energy a unique characteristic of the spectral distribution of global irradiance? G Nofuentes, CA Gueymard, J Aguilera, MD Pérez-Godoy, F Charte Solar Energy 149, 32-43, 2017 | 62 | 2017 |
| MEFASD-BD: multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments-a mapreduce solution F Pulgar-Rubio, AJ Rivera-Rivas, MD Pérez-Godoy, P González, ... Knowledge-Based Systems 117, 70-78, 2017 | 52 | 2017 |
| Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets MD Pérez-Godoy, A Fernández, AJ Rivera, MJ del Jesus Pattern Recognition Letters 31 (15), 2375-2388, 2010 | 43 | 2010 |
| Training algorithms for radial basis function networks to tackle learning processes with imbalanced data-sets MD Pérez-Godoy, AJ Rivera, CJ Carmona, MJ del Jesus Applied Soft Computing 25, 26-39, 2014 | 37 | 2014 |
| CO2RBFN: an evolutionary cooperative–competitive RBFN design algorithm for classification problems MD Perez-Godoy, AJ Rivera, FJ Berlanga, MJ Del Jesus Soft Computing 14, 953-971, 2010 | 31 | 2010 |
| Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass F Charte, I Romero, MD Pérez-Godoy, AJ Rivera, E Castro Computers & Chemical Engineering 101, 23-30, 2017 | 18 | 2017 |
| Analysis of clustering methods for crop type mapping using satellite imagery AJ Rivera, MD Perez-Godoy, D Elizondo, L Deka, MJ del Jesus Neurocomputing 492, 91-106, 2022 | 16 | 2022 |
| CO2RBFN for Short and Medium Term Forecasting of the Extra-Virgin Olive Oil Price MD Pérez-Godoy, P Pérez-Recuerda, MP Frías, AJ Rivera, CJ Carmona, ... Nature Inspired Cooperative Strategies for Optimization (NICSO 2010), 113-125, 2010 | 10 | 2010 |
| Time series forecasting by generalized regression neural networks trained with multiple series F Martínez, MP Frías, MD Pérez-Godoy, AJ Rivera IEEE Access 10, 3275-3283, 2022 | 9 | 2022 |
| A preliminary study of the effect of feature selection in evolutionary RBFN design MD Perez-Godoy, JJ Aguilera, FJ Berlanga, VM Rivas, AJ Rivera Proceedings of information processing and management of uncertainty in …, 2008 | 8 | 2008 |
| CoEvRBFN: an approach to solving the classification problem with a hybrid cooperative-coevolutive algorithm MD Pérez-Godoy, AJ Rivera, MJ Del Jesus, I Rojas Computational and Ambient Intelligence: 9th International Work-Conference on …, 2007 | 8 | 2007 |
| A preliminary study on crop classification with unsupervised algorithms for time series on images with olive trees and cereal crops AJ Rivera, MD Pérez-Godoy, D Elizondo, L Deka, MJ del Jesus 15th International Conference on Soft Computing Models in Industrial and …, 2021 | 6 | 2021 |
| CO 2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market MD Pérez-Godoy, P Pérez, AJ Rivera, MJ del Jesus, CJ Carmona, ... International Journal of Hybrid Intelligent Systems 7 (1), 75-87, 2010 | 6 | 2010 |
| A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods AJ Rivera, P Pérez-Recuerda, MD Pérez-Godoy, MJ Del Jesús, MP Frías, ... Applied Intelligence 34, 331-346, 2011 | 5 | 2011 |
| Recognition of activities in resource constrained environments; reducing the computational complexity M Espinilla, A Rivera, MD Pérez-Godoy, J Medina, L Martínez, C Nugent Ubiquitous Computing and Ambient Intelligence: 10th International Conference …, 2016 | 4 | 2016 |
| An analysis of technological frameworks for data streams F Puentes, MD Pérez-Godoy, P González, MJ Del Jesus Progress in Artificial Intelligence 9 (3), 239-261, 2020 | 3 | 2020 |
| predtoolsTS: R package for streamlining time series forecasting F Charte, A Vico, MD Pérez-Godoy, AJ Rivera Progress in Artificial Intelligence 8 (4), 505-510, 2019 | 3 | 2019 |
| The influence of noise on the evolutionary fuzzy systems for subgroup discovery J Luengo, AM García-Vico, MD Pérez-Godoy, CJ Carmona Soft Computing 20, 4313-4330, 2016 | 3 | 2016 |
