Esperanza García Gonzalo

发表

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

P. J. García Nieto, J. R. Alonso Fernández, Víctor M. González Suárez, 2015, Appl. Math. Comput..

A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression Splines

P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, 2020, SOCO.

Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector Regression

P. J. García Nieto, Esperanza García Gonzalo, P. J. García Nieto, 2020, SOCO.

Hybrid PSO-SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability

P. J. García Nieto, Esperanza García Gonzalo, Francisco Javier de Cos Juez, 2015, Reliab. Eng. Syst. Saf..

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

P. J. García Nieto, J. R. Alonso Fernández, Víctor M. González Suárez, 2015, Ecol. Informatics.

Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/ RBF-SVM-Based Model

Esperanza García Gonzalo, Fernando Sánchez Lasheras, Antonio Bernardo Sánchez, 2020, Int. J. Interact. Multim. Artif. Intell..

Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques

Esperanza García Gonzalo, Tapan Mukerji, Zulima Fernández-Muñiz, 2010, Int. J. Appl. Evol. Comput..

Modeling the milling tool wear by using an evolutionary SVM-based model from milling runs experimental data

Esperanza García Gonzalo, J. A. Vilán, Abraham Segade Robleda, 2015 .

PSO: A powerful algorithm to solve geophysical inverse problems: Application to a 1D-DC resistivity case

Esperanza García Gonzalo, Juan Luis Fernández Martínez, José P. Fernández Alvarez, 2010 .

A comparison of several machine learning techniques for the centerline segregation prediction in continuous cast steel slabs and evaluation of its performance

P. J. García Nieto, Víctor M. González Suárez, Esperanza García Gonzalo, 2018, J. Comput. Appl. Math..

Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem

Bijaya K. Panigrahi, Esperanza García Gonzalo, Ana Cernea, 2013, SEMCCO.

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

P. J. García Nieto, Esperanza García Gonzalo, M. Duran-Ros, 2016, Comput. Electron. Agric..

A new predictive model for the outlet turbidity in micro-irrigation sand filters fed with effluents using Gaussian process regression

P. J. García Nieto, Esperanza García Gonzalo, M. Duran-Ros, 2020, Comput. Electron. Agric..

A new predictive model for the state-of-charge of a high power lithium-ion cell based on a PSO optimized multivariate adaptive regression splines approach

Esperanza García Gonzalo, Cecilio Blanco Viejo, P. J. García Nieto, 2015 .

PSO Advances and Application to Inverse Problems

Esperanza García Gonzalo, Juan Luis Fernández Martínez, 2010, SEMCCO.

Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines

P. J. García Nieto, Esperanza García Gonzalo, Francisco Javier de Cos Juez, 2020, HAIS.

Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques

P. J. García Nieto, Esperanza García Gonzalo, J. P. Paredes-Sánchez, 2019, J. Comput. Appl. Math..

Two Algorithms of the Extended PSO Family

Esperanza García Gonzalo, Juan Luis Fernández Martínez, 2010, IJCCI.

A hybrid DE optimized wavelet kernel SVR-based technique for algal atypical proliferation forecast in La Barca reservoir: A case study

P. J. García Nieto, J. R. Alonso Fernández, C. Díaz Muñiz, 2020, J. Comput. Appl. Math..

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)

P. J. García Nieto, J. R. Alonso Fernández, C. Díaz Muñiz, 2017, J. Comput. Appl. Math..

Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling

Esperanza García Gonzalo, Andrzej Kloczkowski, Robert L. Jernigan, 2011, ICSI.

Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions

Esperanza García Gonzalo, Juan Luis Fernández Martínez, E. G. Gonzalo, 2014, Appl. Math. Comput..

Particle swarm optimisation: time for uniformisation

Esperanza García Gonzalo, Juan Luis Fernández Martínez, 2013, Int. J. Comput. Sci. Math..

Modeling of the algal atypical increase in La Barca reservoir using the DE optimized least square support vector machine approach with feature selection

P. J. García Nieto, J. R. Alonso Fernández, C. Díaz Muñiz, 2019, Math. Comput. Simul..

The PSO family: deduction, stochastic analysis and comparison

Esperanza García Gonzalo, Juan Luis Fernández Martínez, E. G. Gonzalo, 2009, Swarm Intelligence.

Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques

Esperanza García Gonzalo, Tapan Mukerji, Zulima Fernández-Muñiz, 2011, Math. Comput. Model..

Four-Points Particle Swarm Optimization Algorithms

Esperanza García Gonzalo, Ana Cernea, Juan Luis Fernández Martínez, 2014, J. Multiple Valued Log. Soft Comput..

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

P. J. García Nieto, Esperanza García Gonzalo, M. Duran-Ros, 2017, Comput. Electron. Agric..

Stochastic stability and numerical Analysis of Two Novel Algorithms of the PSO Family: pp-Gpso and RR-Gpso

Esperanza García Gonzalo, Juan Luis Fernández Martínez, 2012, Int. J. Artif. Intell. Tools.

Particle Swarm Optimization in High Dimensional Spaces

Esperanza García Gonzalo, Tapan Mukerji, Juan Luis Fernández Martínez, 2010, ANTS Conference.

A hybrid PSO optimized SVM-based model for predicting a successful growth cycle of the Spirulina platensis from raceway experiments data

P. J. García Nieto, J. R. Alonso Fernández, C. Díaz Muñiz, 2016, J. Comput. Appl. Math..

Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques

Esperanza García Gonzalo, P. J. García-Nieto, P. J. García Nieto, 2021, Neural Computing and Applications.

Modeling algal atypical proliferation in La Barca reservoir using L-SHADE optimized gradient boosted regression trees: a case study

P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, 2021, Neural Comput. Appl..

Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines

P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, 2021, SOCO.

Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR Techniques

P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, 2021, SOCO.

Reservoir characterization and inversion uncertainty via a family of particle swarm optimizers

Esperanza García Gonzalo, Tapan Mukerji, Amit Suman, 2012 .