P. J. García Nieto
Orcid: 0000-0001-8880-6348Affiliations:
- University of Oviedo, Department of Mathematics, Spain
According to our database1,
P. J. García Nieto
authored at least 69 papers
between 2005 and 2024.
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Bibliography
2024
Forecast of the outlet turbidity and filtered volume in different microirrigation filters and filtration media by using machine learning techniques.
J. Comput. Appl. Math., March, 2024
2023
Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques.
J. Comput. Appl. Math., December, 2023
A support vector regression model for time series forecasting of the COMEX copper spot price.
Log. J. IGPL, July, 2023
2021
A new hybrid model to foretell thermal power efficiency from energy performance certificates at residential dwellings applying a Gaussian process regression.
Neural Comput. Appl., 2021
Prediction of the critical temperature of a superconductor by using the WOA/MARS, Ridge, Lasso and Elastic-net machine learning techniques.
Neural Comput. Appl., 2021
Modeling algal atypical proliferation in La Barca reservoir using L-SHADE optimized gradient boosted regression trees: a case study.
Neural Comput. Appl., 2021
Time Series Forecasting of Gold Prices with the Help of Its Decomposition and Multivariate Adaptive Regression Splines.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021
Time Series Analysis for the COMEX Gold Spot Price Forecasting by Using NARX DE/SVR and DE/GPR Techniques.
Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021
2020
A methodology for detecting relevant single nucleotide polymorphism in prostate cancer with multivariate adaptive regression splines and backpropagation artificial neural networks.
Neural Comput. Appl., 2020
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., 2020
Chrome Layer Thickness Modelling in a Hard Chromium Plating Process Using a Hybrid PSO/ RBF-SVM-Based Model.
Int. J. Interact. Multim. Artif. Intell., 2020
A new predictive model for the outlet turbidity in micro-irrigation sand filters fed with effluents using Gaussian process regression.
Comput. Electron. Agric., 2020
A Multivariate Approach to Time Series Forecasting of Copper Prices with the Help of Multiple Imputation by Chained Equations and Multivariate Adaptive Regression Splines.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020
Time Series Analysis for the COMEX Copper Spot Price by Using Support Vector Regression.
Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020
2019
Predictive modelling of the higher heating value in biomass torrefaction for the energy treatment process using machine-learning techniques.
Neural Comput. Appl., 2019
Int. J. Mach. Learn. Cybern., 2019
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., 2019
Forecast of the higher heating value in biomass torrefaction by means of machine learning techniques.
J. Comput. Appl. Math., 2019
2018
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., 2018
A Hybrid Algorithm for the Assessment of the Influence of Risk Factors in the Development of Upper Limb Musculoskeletal Disorders.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
2017
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., 2017
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., 2017
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., 2017
2016
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., 2016
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., 2016
Int. J. Comput. Math., 2016
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., 2016
2015
A Hybrid PCA-CART-MARS-Based Prognostic Approach of the Remaining Useful Life for Aircraft Engines.
Sensors, 2015
Hybrid PSO-SVM-based method for forecasting of the remaining useful life for aircraft engines and evaluation of its reliability.
Reliab. Eng. Syst. Saf., 2015
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, 2015
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., 2015
2014
Nonlinear air quality modeling using multivariate adaptive regression splines in Gijón urban area (Northern Spain) at local scale.
Appl. Math. Comput., 2014
Air quality parameters outliers detection using functional data analysis in the Langreo urban area (Northern Spain).
Appl. Math. Comput., 2014
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., 2014
2013
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., 2013
Nonlinear analysis of the pressure field in industrial buildings with curved metallic roofs due to the wind effect by FEM.
Appl. Math. Comput., 2013
2012
Determination and study of lead times of metallic components in the aerospace industry through a Cox-type hazard model.
Int. J. Comput. Math., 2012
Nonlinear numerical simulation of rainwater infiltration through road embankments by FEM.
Appl. Math. Comput., 2012
Using multivariate adaptive regression splines and multilayer perceptron networks to evaluate paper manufactured using Eucalyptus globulus.
Appl. Math. Comput., 2012
Non-linear thermal analysis of the efficiency of light concrete multi-holed bricks with large recesses by FEM.
Appl. Math. Comput., 2012
2011
Application of an SVM-based regression model to the air quality study at local scale in the Avilés urban area (Spain).
Math. Comput. Model., 2011
Analysis of the influence of forest environments on the accuracy of GPS measurements by using genetic algorithms.
Math. Comput. Model., 2011
Prediction of work-related accidents according to working conditions using support vector machines.
Appl. Math. Comput., 2011
Non-linear analysis and calculation of the performance of a shelving protection system by FEM.
Appl. Math. Comput., 2011
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., 2011
2010
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., 2010
Analysis of lead times of metallic components in the aerospace industry through a supported vector machine model.
Math. Comput. Model., 2010
Math. Comput. Model., 2010
Numerical simulation of the performance of a snow fence with airfoil snow plates by FVM.
J. Comput. Appl. Math., 2010
Non-linear analysis of the consolidation of an elastic saturated soil with incompressible fluid and variable permeability by FEM.
Appl. Math. Comput., 2010
Nonlinear explicit analysis and study of the behaviour of a new ring-type brake energy dissipator by FEM and experimental comparison.
Appl. Math. Comput., 2010
2009
Mathematical modelling and study of the consolidation of an elastic saturated soil with an incompressible fluid by FEM.
Math. Comput. Model., 2009
Math. Comput. Model., 2009
Machine learning techniques applied to the determination of osteoporosis incidence in post-menopausal women.
Math. Comput. Model., 2009
Int. J. Comput. Math., 2009
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., 2009
Int. J. Comput. Math., 2009
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., 2009
2008
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., 2008
Non-linear numerical analysis of a double-threaded titanium alloy dental implant by FEM.
Appl. Math. Comput., 2008
2007
Non-linear analysis and warping of tubular pipe conveyors by the finite element method.
Math. Comput. Model., 2007
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., 2007
Non-linear analysis of a reinforced concrete sheet cover (umbrella) of 40m diameter by the finite element method.
Appl. Math. Comput., 2007
2005
Numerical Analysis of the Behaviour of Tooth Intrarradial Posts by the Finite Element Method.
J. Math. Model. Algorithms, 2005
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., 2005