P. J. García Nieto

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 14

Top Topics

Predictive Model

Artificial Bee Colony Algorithm

Top Venues

J. Comput. Appl. Math.

Appl. Math. Comput.

Comput. Electron. Agric.

Math. Comput. Simul.

Publications

P. J. García Nieto, Esperanza García Gonzalo, Gerard Arbat, Miquel Duran-Ros, T. Pujol, Jaume Puig-Bargués
Forecast of the outlet turbidity and filtered volume in different microirrigation filters and filtration media by using machine learning techniques. J. Comput. Appl. Math. 439 (2024)
Juan Carlos Álvarez Antón, P. J. García Nieto, Esperanza García Gonzalo, Manuela González Vega, Cecilio Blanco Viejo
Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques. J. Comput. Appl. Math. 433 (2023)
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, José Ramón Alonso Fernández, Cristina Díaz Muñiz
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. 366 (2020)
P. J. García Nieto, Esperanza García Gonzalo, Jaume Puig-Bargués, C. Solé-Torres, Miquel Duran-Ros, Gerard Arbat
A new predictive model for the outlet turbidity in micro-irrigation sand filters fed with effluents using Gaussian process regression. Comput. Electron. Agric. 170 (2020)
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, José Pablo Paredes-Sánchez, P. Riesgo Fernández
Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques. J. Comput. Appl. Math. 357 (2019)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
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. 166 (2019)
L. Bayón, Pedro Fortuny Ayuso, P. J. García Nieto, J. M. Grau, M. M. Ruiz
Optimal control of counter-terrorism tactics. Appl. Math. Comput. 347 (2019)
P. J. García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez, Antonio Bernardo Sánchez, M. Menéndez Fernández
Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques. Neural Comput. Appl. 31 (12) (2019)
P. J. García Nieto, Esperanza García Gonzalo, Juan Carlos Álvarez Antón, Víctor M. González Suárez, Ricardo Mayo Bayón, Felipe Mateos Martín
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. 330 (2018)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
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. 309 (2017)
L. Bayón, P. J. García Nieto, R. García-Rubio, J. A. Otero, P. M. Suárez, C. Tasis
An algorithm for quasi-linear control problems in the economics of renewable resources: The steady state and end state for the infinite and long-term horizon. J. Comput. Appl. Math. 309 (2017)
P. J. García Nieto, Esperanza García Gonzalo, J. Bové, Gerard Arbat, Miquel Duran-Ros, Jaume Puig-Bargués
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. 139 (2017)
P. J. García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz
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. 291 (2016)
P. J. García Nieto, Esperanza García Gonzalo, Gerard Arbat, Miquel Duran-Ros, Francisco Ramírez de Cartagena, Jaume Puig-Bargués
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. 125 (2016)
P. J. García Nieto, José Ramón Alonso Fernández, Esperanza García Gonzalo, Cristina Díaz Muñiz, Ricardo Mayo Bayón, Víctor M. González Suárez
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 30 (2015)
P. J. García Nieto, José Ramón Alonso Fernández, Víctor M. González Suárez, Cristina Díaz Muñiz, Esperanza García Gonzalo, Ricardo Mayo Bayón
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. 260 (2015)
P. J. García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
Hybrid PSO-SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability. Reliab. Eng. Syst. Saf. 138 (2015)
Javier Martínez, Angeles Saavedra, P. J. García Nieto, J. I. Piñeiro, Carla Iglesias, Javier Taboada, J. Sancho, J. Pastor
Air quality parameters outliers detection using functional data analysis in the Langreo urban area (Northern Spain). Appl. Math. Comput. 241 (2014)
P. J. García Nieto, Juan Carlos Álvarez Antón
Nonlinear air quality modeling using multivariate adaptive regression splines in Gijón urban area (Northern Spain) at local scale. Appl. Math. Comput. 235 (2014)
Fernando Sánchez Lasheras, P. J. García Nieto, Francisco Javier de Cos Juez, J. A. Vilán Vilán
Evolutionary support vector regression algorithm applied to the prediction of the thickness of the chromium layer in a hard chromium plating process. Appl. Math. Comput. 227 (2014)
L. Bayón, P. J. García Nieto, J. M. Grau, M. M. Ruiz, P. M. Suárez
An economic dispatch algorithm of combined cycle units. Int. J. Comput. Math. 91 (2) (2014)
P. J. García Nieto, Elías F. Combarro, J. J. del Coz Díaz, Elena Montañés
A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study. Appl. Math. Comput. 219 (17) (2013)
J. J. del Coz Díaz, P. J. García Nieto, J. A. Vilán Vilán, F. P. Álvarez Rabanal, A. Navarro-Manso, M. Alonso-Martínez
Nonlinear analysis of the pressure field in industrial buildings with curved metallic roofs due to the wind effect by FEM. Appl. Math. Comput. 221 (2013)
J. Norambuena-Contreras, Gerard Arbat, P. J. García Nieto, Daniel Castro-Fresno
Nonlinear numerical simulation of rainwater infiltration through road embankments by FEM. Appl. Math. Comput. 219 (4) (2012)
J. J. del Coz Díaz, P. J. García Nieto, F. P. Álvarez Rabanal, Javier Domínguez-Hernández
Non-linear thermal analysis of the efficiency of light concrete multi-holed bricks with large recesses by FEM. Appl. Math. Comput. 218 (20) (2012)
Francisco Javier de Cos Juez, Fernando Sánchez Lasheras, Ana Suárez Sánchez, P. Riesgo Fernández, P. J. García Nieto
Determination and study of lead times of metallic components in the aerospace industry through a Cox-type hazard model. Int. J. Comput. Math. 89 (13-14) (2012)
P. J. García Nieto, J. Martínez Torres, Francisco Javier de Cos Juez, Fernando Sánchez Lasheras
Using multivariate adaptive regression splines and multilayer perceptron networks to evaluate paper manufactured using Eucalyptus globulus. Appl. Math. Comput. 219 (2) (2012)
J. J. del Coz Díaz, P. J. García Nieto, J. A. Vilán Vilán, J. L. Suárez Sierra
Non-linear analysis and calculation of the performance of a shelving protection system by FEM. Appl. Math. Comput. 218 (6) (2011)
Ana Suárez Sánchez, P. J. García Nieto, P. Riesgo Fernández, J. J. del Coz Díaz, Francisco Javier Iglesias-Rodríguez
Application of an SVM-based regression model to the air quality study at local scale in the Avilés urban area (Spain). Math. Comput. Model. 54 (5-6) (2011)
Ana Suárez Sánchez, P. Riesgo Fernández, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez, P. J. García Nieto
Prediction of work-related accidents according to working conditions using support vector machines. Appl. Math. Comput. 218 (7) (2011)
J. J. del Coz Díaz, P. J. García Nieto, Daniel Castro-Fresno, P. Menéndez Rodríguez
Steady state numerical simulation of the particle collection efficiency of a new urban sustainable gravity settler using design of experiments by FVM. Appl. Math. Comput. 217 (21) (2011)
C. Ordóñez Galán, José R. Rodríguez-Pérez, J. Martínez Torres, P. J. García Nieto
Analysis of the influence of forest environments on the accuracy of GPS measurements by using genetic algorithms. Math. Comput. Model. 54 (7-8) (2011)
P. J. García Nieto, J. J. del Coz Díaz, Daniel Castro-Fresno, F. Ballester Muñoz
Numerical simulation of the performance of a snow fence with airfoil snow plates by FVM. J. Comput. Appl. Math. 234 (4) (2010)
Fernando Sánchez Lasheras, J. A. Vilán Vilán, P. J. García Nieto, J. J. del Coz Díaz
The use of design of experiments to improve a neural network model in order to predict the thickness of the chromium layer in a hard chromium plating process. Math. Comput. Model. 52 (7-8) (2010)
César Menéndez, P. J. García Nieto, Francisco A. Ortega, Antonio Bello-Garcia
Non-linear analysis of the consolidation of an elastic saturated soil with incompressible fluid and variable permeability by FEM. Appl. Math. Comput. 216 (2) (2010)
J. J. del Coz Díaz, P. J. García Nieto, Daniel Castro-Fresno, Jorge Rodríguez-Hernández
Nonlinear explicit analysis and study of the behaviour of a new ring-type brake energy dissipator by FEM and experimental comparison. Appl. Math. Comput. 216 (5) (2010)
J. J. del Coz Díaz, P. J. García Nieto, J. A. Vilán Vilán, J. L. Suárez Sierra
Non-linear buckling analysis of a self-weighted metallic roof by FEM. Math. Comput. Model. 51 (3-4) (2010)
Francisco Javier de Cos Juez, P. J. García Nieto, J. Martínez Torres, Javier Taboada Castro
Analysis of lead times of metallic components in the aerospace industry through a supported vector machine model. Math. Comput. Model. 52 (7-8) (2010)
Francisco Javier de Cos Juez, Fernando Sánchez Lasheras, C. Ordóñez Galán, P. J. García Nieto
Study of posterolateral lumbar arthrodesis by means of a finite element model. Math. Comput. Model. 50 (5-6) (2009)
Francisco Javier de Cos Juez, Fernando Sánchez Lasheras, P. J. García Nieto, Miguel Ángel Suárez Suárez
A new data mining methodology applied to the modelling of the influence of diet and lifestyle on the value of bone mineral density in post-menopausal women. Int. J. Comput. Math. 86 (10&11) (2009)
César Menéndez, P. J. García Nieto, Francisco A. Ortega, Antonio Bello-Garcia
Mathematical modelling and study of the consolidation of an elastic saturated soil with an incompressible fluid by FEM. Math. Comput. Model. 49 (9-10) (2009)
P. J. García Nieto, J. A. Vilán Vilán, J. J. del Coz Díaz, José M. Matías
Analysis and study of an automobile rear seat by FEM. Int. J. Comput. Math. 86 (4) (2009)
Juan M. Mesa, César Menéndez, Francisco A. Ortega, P. J. García Nieto
A smart modelling for the casting temperature prediction in an electric arc furnace. Int. J. Comput. Math. 86 (7) (2009)
C. Ordóñez Galán, J. M. Matías Fernández, Francisco Javier de Cos Juez, P. J. García Nieto
Machine learning techniques applied to the determination of osteoporosis incidence in post-menopausal women. Math. Comput. Model. 50 (5-6) (2009)
J. J. del Coz Díaz, P. J. García Nieto, Daniel Castro-Fresno, Elena Blanco Fernández
Non-linear analysis of cable networks by FEM and experimental validation. Int. J. Comput. Math. 86 (2) (2009)
J. J. del Coz Díaz, P. J. García Nieto, J. A. González Pérez, A. Martín Navarro
Numerical analysis of the pressure field on curved and open self-weighted metallic roofs due to the wind effect by the finite volume method. Appl. Math. Comput. 209 (1) (2009)
Francisco Javier de Cos Juez, Fernando Sánchez Lasheras, P. J. García Nieto, Angel Álvarez-Arenal
Non-linear numerical analysis of a double-threaded titanium alloy dental implant by FEM. Appl. Math. Comput. 206 (2) (2008)
P. J. García Nieto, J. J. del Coz Díaz, A. Martín Rodríguez, J. M. Matías Fernández
Mathematical study of the selective removal of different classes of atmospheric aerosols by coagulation, condensation, and gravitational settling, and the health impact. Int. J. Comput. Math. 85 (3&4) (2008)
J. J. del Coz Díaz, P. J. García Nieto, Alfonso Lozano Martínez-Luengas, F. P. Álvarez Rabanal
Evaluation of the damage in the vault and portico of the pre-Romanesque chapel of San Salvador de Valdediós using frictional contacts and the finite-element method. Int. J. Comput. Math. 84 (3) (2007)
J. J. del Coz Díaz, L. Peñalver Lamarca, P. J. García Nieto, Alfonso Lozano Martínez-Luengas, J. A. Vilán Vilán
Non-linear analysis of a reinforced concrete sheet cover (umbrella) of 40m diameter by the finite element method. Appl. Math. Comput. 184 (1) (2007)
Juan José del Coz Díaz, P. J. García Nieto, J. A. Vilán Vilán, A. Martín Rodríguez, Jose Ramon Prado Tamargo, Alfonso Lozano Martínez-Luengas
Non-linear analysis and warping of tubular pipe conveyors by the finite element method. Math. Comput. Model. 46 (1-2) (2007)