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ORCIDP. J. García Nieto
Paulino José García Nieto
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- affiliation: University of Oviedo, Department of Mathematics, Spain
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Journal Articles
- 2024
[j63]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: 115606 (2024)- 2023
- [j62]Esperanza García Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sánchez Lasheras, Gregorio Fidalgo Valverde:
A support vector regression model for time series forecasting of the COMEX copper spot price. Log. J. IGPL 31(4): 775-784 (2023) - [j61]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: 115305 (2023) - 2021
- [j60]Paulino José García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez, Antonio Bernardo Sánchez:
A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression. Neural Comput. Appl. 33(12): 6627-6640 (2021) - [j59]Paulino José García Nieto, Esperanza García Gonzalo, José Ramón Alonso Fernández, Cristina Díaz Muñiz:
Modeling algal atypical proliferation in La Barca reservoir using L-SHADE optimized gradient boosted regression trees: a case study. Neural Comput. Appl. 33(13): 7821-7838 (2021) - [j58]Paulino José García Nieto, Esperanza García Gonzalo, José Pablo Paredes-Sánchez:
Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques. Neural Comput. Appl. 33(24): 17131-17145 (2021) - 2020
- [j57]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: 105292 (2020) - [j56]Paulino José García Nieto, Esperanza García Gonzalo, Fernando Sánchez Lasheras, Antonio Bernardo Sánchez:
Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/ RBF-SVM-Based Model. Int. J. Interact. Multim. Artif. Intell. 6(4): 39-48 (2020) - [j55]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) - [j54]Juan Enrique Sánchez Lasheras, Carmen González-Donquiles, Paulino José García Nieto, José Juan Jiménez Moleon, Dolores Salas-Trejo, Sergio Luis Suárez Gómez, Antonio J. Molina de la Torre, Joaquín González-Nuevo, Laura Bonavera, Jorge Carballido-Landeira, Francisco Javier de Cos Juez:
A methodology for detecting relevant single nucleotide polymorphism in prostate cancer with multivariate adaptive regression splines and backpropagation artificial neural networks. Neural Comput. Appl. 32(5): 1231-1238 (2020) - 2019
- [j53]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: 477-491 (2019) - [j52]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: 284-301 (2019) - [j51]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: 461-480 (2019) - [j50]Javier Martínez Torres, Carla Iglesias Comesaña, Paulino José García Nieto:
Review: machine learning techniques applied to cybersecurity. Int. J. Mach. Learn. Cybern. 10(10): 2823-2836 (2019) - [j49]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): 8823-8836 (2019) - 2018
- [j48]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: 877-895 (2018) - 2017
- [j47]P. J. García Nieto, Esperanza García Gonzalo, Josep 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: 65-74 (2017) - [j46]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: 456-472 (2017) - [j45]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: 587-602 (2017) - 2016
- [j44]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: 74-80 (2016) - [j43]Luis Bayón, Paulino José García Nieto, Raquel García-Rubio, José María Grau, M. M. Ruiz, P. M. Suárez:
The operation of infimal/supremal convolution in mathematical economics. Int. J. Comput. Math. 93(5): 735-748 (2016) - [j42]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: 293-303 (2016) - [j41]Juan Carlos Álvarez Antón, Paulino José García Nieto, Esperanza García Gonzalo, Juan Carlos Viera Pérez, Manuela González Vega, Cecilio Blanco Viejo:
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. 65(6): 4197-4208 (2016) - 2015
- [j40]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: 170-187 (2015) - [j39]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: 49-59 (2015) - [j38]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: 219-231 (2015) - [j37]Fernando Sánchez Lasheras, Paulino José García Nieto, Francisco Javier de Cos Juez, Ricardo Mayo Bayón, Víctor Manuel González Suárez:
A Hybrid PCA-CART-MARS-Based Prognostic Approach of the Remaining Useful Life for Aircraft Engines. Sensors 15(3): 7062-7083 (2015) - 2014
- [j36]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: 164-170 (2014) - [j35]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: 50-65 (2014) - [j34]Javier Martínez, Angeles Saavedra, P. J. García Nieto, J. I. Piñeiro, Carla Iglesias, Javier Taboada, Joaquín Sancho, J. Pastor:
Air quality parameters outliers detection using functional data analysis in the Langreo urban area (Northern Spain). Appl. Math. Comput. 241: 1-10 (2014) - [j33]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): 269-277 (2014) - 2013
- [j32]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): 8923-8937 (2013) - [j31]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: 202-213 (2013) - 2012
- [j30]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): 10040-10049 (2012) - [j29]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): 755-763 (2012) - [j28]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): 1843-1852 (2012) - [j27]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): 1901-1913 (2012) - 2011
- [j26]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): 8166-8178 (2011) - [j25]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): 2365-2376 (2011) - [j24]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): 3539-3552 (2011) - [j23]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): 1453-1466 (2011) - [j22]C. Ordóñez Galán, José Ramón 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): 1829-1834 (2011) - 2010
- [j21]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): 458-476 (2010) - [j20]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): 1571-1582 (2010) - [j19]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): 1200-1210 (2010) - [j18]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): 216-228 (2010) - [j17]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): 1169-1176 (2010) - [j16]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): 1177-1184 (2010) - 2009
- [j15]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): 31-41 (2009) - [j14]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): 301-313 (2009) - [j13]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): 640-664 (2009) - [j12]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): 1182-1193 (2009) - [j11]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): 1878-1887 (2009) - [j10]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): 2002-2018 (2009) - [j9]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): 673-679 (2009) - [j8]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): 680-694 (2009) - 2008
- [j7]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): 952-967 (2008) - [j6]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): 447-460 (2008) - 2007
- [j5]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): 37-51 (2007) - [j4]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): 377-393 (2007) - [j3]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): 95-108 (2007) - 2005
- [j2]Paulino José García Nieto:
Numerical simulation of scavenging of an urban aerosol by filtration taking into account the presence of coagulation, condensation, and gravitational settling. J. Comput. Methods Sci. Eng. 5(1): 1-15 (2005) - [j1]Juan José del Coz Díaz, Paulino José García Nieto, Francisco-José Suárez-Domínguez:
Numerical Analysis of the Behaviour of Tooth Intrarradial Posts by the Finite Element Method. J. Math. Model. Algorithms 4(3): 275-287 (2005)
Conference and Workshop Papers
- 2021
- [c6]Fernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde, Alicja Krzemien:
Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines. SOCO 2021: 135-144 - [c5]Esperanza García Gonzalo, Paulino José García Nieto, Gregorio Fidalgo Valverde, Pedro Riesgo Fernández, Fernando Sánchez Lasheras:
Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR Techniques. SOCO 2021: 145-154 - 2020
- [c4]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:
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines. HAIS 2020: 73-85 - [c3]Fernando Sánchez Lasheras, Javier Gracia Rodríguez, Paulino José García Nieto, Esperanza García Gonzalo, Gregorio Fidalgo Valverde:
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 2020: 691-701 - [c2]Esperanza García Gonzalo, Paulino José García Nieto, Javier Gracia Rodríguez, Fernando Sánchez Lasheras, Gregorio Fidalgo Valverde:
Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector Regression. SOCO 2020: 702-708 - 2018
- [c1]Nélida M. Busto Serrano, Paulino José García Nieto, Ana Suárez Sánchez, Fernando Sánchez Lasheras, Pedro Riesgo Fernández:
A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders. HAIS 2018: 634-646
Coauthor Index
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