| 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 | 33 | 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 | 32 | 2014 |
| 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 | 30 | 2017 |
| CO2RBFN: an evolutionary cooperative–competitive RBFN design algorithm for classification problems MD Perez-Godoy, AJ Rivera, FJ Berlanga, MJ Del Jesus Soft Computing 14 (9), 953-971, 2010 | 30 | 2010 |
| 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 | 26 | 2019 |
| 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 | 25 | 2017 |
| 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 | 18 | 2018 |
| 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 | 9 | 2017 |
| 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 | 8 | 2010 |
| 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 | 7 | 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 International Work-Conference on Artificial Neural Networks, 324-332, 2007 | 7 | 2007 |
| 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, 64-74, 2016 | 4 | 2016 |
| 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 | 4 | 2010 |
| Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification AJ Rivera, F Charte, MD Pérez-Godoy, MJ del Jesus International Work-Conference on Artificial Neural Networks, 41-48, 2011 | 3 | 2011 |
| 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 (3), 331-346, 2011 | 3 | 2011 |
| 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 | 2 | 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 (11), 4313-4330, 2016 | 2 | 2016 |
| Co2rbfn: predicción de series temporales con un enfoque cooperativo-̃́ competitivo M Pérez-Godoy, P Pérez, A Rivera, M Del Jesus, PL López CONGRESO ESPANOL de INFORMATICA (CEDI), 265-272, 2010 | 2 | 2010 |
| EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design PL López, AJ Rivera, MD Pérez-Godoy, MJ del Jesus, C Carmona International Work-Conference on Artificial Neural Networks, 752-759, 2009 | 2 | 2009 |
| GenRBFNSpark: A first implementation in Spark of a genetic algorithm to RBFN design AJ Rivera, MD Pérez-Godoy, F Pulgar, MJ del Jesus | 2 | |
