Esperanza García Gonzalo

41 papers Misc 1Journal 30Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Forecast of the outlet turbidity and filtered volume in different microirrigation filters and filtration media by using machine learning techniques.
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, Gerard Arbat, Miquel Duran-Ros, T. Pujol, Jaume Puig-Bargués
2023 J jnl
A support vector regression model for time series forecasting of the COMEX copper spot price.
Log. J. IGPL
Esperanza García Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sánchez Lasheras, Gregorio Fidalgo Valverde
2023 J jnl
Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques.
J. Comput. Appl. Math.
Juan Carlos Álvarez Antón, P. J. García Nieto, Esperanza García Gonzalo, Manuela González Vega, Cecilio Blanco Viejo
2021 J jnl
A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression.
Neural Comput. Appl.
Paulino José García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez, Antonio Bernardo Sánchez
2021 J jnl
Modeling algal atypical proliferation in La Barca reservoir using L-SHADE optimized gradient boosted regression trees: a case study.
Neural Comput. Appl.
Paulino José García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
2021 J jnl
Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques.
Neural Comput. Appl.
Paulino José García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez
2021 — conf
Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR Techniques.
SOCO
Esperanza García Gonzalo, Paulino José García Nieto, Gregorio Fidalgo Valverde, Pedro Riesgo Fernández, Fernando Sánchez Lasheras
2021 — conf
Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines.
SOCO
Fernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde, Alicja Krzemien
2020 — conf
A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression Splines.
SOCO
Fernando Sánchez Lasheras, Javier Gracia Rodríguez, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde
2020 J jnl
A hybrid DE optimized wavelet kernel SVR-based technique for algal atypical proliferation forecast in La Barca reservoir: A case study.
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, José Ramón Alonso Fernández, Cristina Díaz Muñiz
2020 J jnl
A new predictive model for the outlet turbidity in micro-irrigation sand filters fed with effluents using Gaussian process regression.
Comput. Electron. Agric.
P. J. García Nieto, Esperanza García Gonzalo, Jaume Puig-Bargués, C. Solé-Torres, Miquel Duran-Ros, Gerard Arbat
2020 J jnl
Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/ RBF-SVM-Based Model.
Int. J. Interact. Multim. Artif. Intell.
Paulino José García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, Antonio Bernardo Sánchez
2020 Misc conf
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines.
HAIS
Fernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Francisco Argüeso Gómez, Francisco Javier Iglesias-Rodríguez, Ana Suárez Sánchez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Joaquín González-Nuevo, Laura Bonavera, Luigi Toffolatti, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez
2020 — conf
Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector Regression.
SOCO
Esperanza García Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sánchez Lasheras, Gregorio Fidalgo Valverde
2019 J jnl
Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques.
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, José Pablo Paredes-Sánchez, P. Riesgo Fernández
2019 J jnl
Modeling of the algal atypical increase in La Barca reservoir using the DE optimized least square support vector machine approach with feature selection.
Math. Comput. Simul.
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
2019 J jnl
Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques.
Neural Comput. Appl.
P. J. García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez, Antonio Bernardo Sánchez, M. Menéndez Fernández
2018 J jnl
A comparison of several machine learning techniques for the centerline segregation prediction in continuous cast steel slabs and evaluation of its performance.
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, Juan Carlos Álvarez Antón, Víctor M. González Suárez, Ricardo Mayo Bayón, Felipe Mateos Martín
2017 J jnl
A hybrid wavelet kernel SVM-based method using artificial bee colony algorithm for predicting the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir (Northern Spain).
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
2017 J jnl
Modeling pressure drop produced by different filtering media in microirrigation sand filters using the hybrid ABC-MARS-based approach, MLP neural network and M5 model tree.
Comput. Electron. Agric.
P. J. García Nieto, Esperanza García Gonzalo, Josep Bové, Gerard Arbat, Miquel Duran-Ros, Jaume Puig-Bargués
2016 J jnl
A New Predictive Model for the State-of-Charge of a High-Power Lithium-Ion Cell Based on a PSO-Optimized Multivariate Adaptive Regression Spline Approach.
IEEE Trans. Veh. Technol.
Juan Carlos Álvarez Antón, Paulino José García Nieto, Esperanza García Gonzalo, Juan Carlos Viera Pérez, Manuela González Vega, Cecilio Blanco Viejo
2016 J jnl
A hybrid PSO optimized SVM-based model for predicting a successful growth cycle of the Spirulina platensis from raceway experiments data.
J. Comput. Appl. Math.
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
2016 J jnl
A new predictive model for the filtered volume and outlet parameters in micro-irrigation sand filters fed with effluents using the hybrid PSO-SVM-based approach.
Comput. Electron. Agric.
P. J. García Nieto, Esperanza García Gonzalo, Gerard Arbat, Miquel Duran-Ros, Francisco Ramírez de Cartagena, Jaume Puig-Bargués
2015 J jnl
A hybrid PSO optimized SVM-based method for predicting of the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir: A case study in Northern Spain.
Appl. Math. Comput.
P. J. García Nieto, José Ramón Alonso Fernández, Víctor M. González Suárez, Cristina Díaz Muñiz, Esperanza García Gonzalo, Ricardo Mayo Bayón
2015 J jnl
A new predictive model for the cyanotoxin content from experimental cyanobacteria concentrations in a reservoir based on the ABC optimized support vector machine approach: A case study in Northern Spain.
Ecol. Informatics
P. J. García Nieto, José Ramón Alonso Fernández, Esperanza García Gonzalo, Cristina Díaz Muñiz, Ricardo Mayo Bayón, Víctor M. González Suárez
2015 J jnl
Hybrid PSO-SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability.
Reliab. Eng. Syst. Saf.
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
2014 J jnl
Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions.
Appl. Math. Comput.
Esperanza García Gonzalo, Juan Luis Fernández Martínez
2014 J jnl
Four-Points Particle Swarm Optimization Algorithms.
J. Multiple Valued Log. Soft Comput.
Esperanza García Gonzalo, Juan Luis Fernández Martínez, Ana Cernea
2013 — conf
Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem.
SEMCCO (1)
Juan Luis Fernández Martínez, Ana Cernea, Esperanza García Gonzalo, Julián Velasco, Bijaya Ketan Panigrahi
2013 J jnl
Particle swarm optimisation: time for uniformisation.
Int. J. Comput. Sci. Math.
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2012 J jnl
Stochastic stability and numerical Analysis of Two Novel Algorithms of the PSO Family: pp-Gpso and RR-Gpso.
Int. J. Artif. Intell. Tools
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2011 — conf
Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling.
ICSI (1)
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Saras Saraswathi, Robert L. Jernigan, Andrzej Kloczkowski
2011 J jnl
Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models.
IEEE Trans. Evol. Comput.
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2011 J jnl
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques.
Math. Comput. Model.
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo, Zulima Fernández-Muñiz
2010 — conf
PSO Advances and Application to Inverse Problems.
SEMCCO
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2010 — conf
Particle Swarm Optimization and Inverse Problems.
SMPS
Esperanza García Gonzalo, Juan Luis Fernández Martínez
2010 — conf
Particle Swarm Optimization in High Dimensional Spaces.
ANTS Conference
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo
2010 J jnl
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques.
Int. J. Appl. Evol. Comput.
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Zulima Fernández-Muñiz, Grégoire Mariéthoz, Tapan Mukerji
2010 — conf
Two Algorithms of the Extended PSO Family.
IJCCI (ICEC)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2009 J jnl
AMTCLAB: A MATLAB
Comput. Geosci.
Juan Luis Fernández Martínez, L. M. Pedruelo González, Esperanza García Gonzalo
2009 J jnl
The PSO family: deduction, stochastic analysis and comparison.
Swarm Intell.
Juan Luis Fernández Martínez, Esperanza García Gonzalo