Martínez Torres

Profesor/a titular de universidad

Área de Matemática Aplicada
Departamento de Matemática Aplicada I

Información de contacto

Centro Universitario de la Defensa

A Xunqueira, s/n
36920 Pontevedra

javier.martinez@cud.uvigo.es

 

Resultados de investigación

Article
Martínez-Torres, J., Piñeiro, A.S., Alesanco, Á., Pérez-Rey, I., García, J.,
Automatic image characterization of psoriasis lesions
Mathematics, 9, 22, 2021 | DOI

Article
Portela-Pino, I., Alvariñas-Villaverde, M., Martínez-Torres, J., Pino-Juste, M.,
Influence of the perception of barriers in practice of pa in adolescents: Explanatory model
Healthcare (Switzerland), 9, 4, 2021 | DOI

Article
Robinson, Y.H., Vimal, S., Julie, E.G., Khari, M., Expósito-Izquierdo, C., Martínez, J.,
Hybrid optimization routing management for autonomous underwater vehicle in the internet of underwater things
Earth Science Informatics, 14, 1, 2021 | DOI

Review
Rodriguez-Vida, A., Rodríguez-Alonso, A., Useros-Rodríguez, E., Lopez-Campos, F., Amor-Carro, O., Arribas-Ruiz, A., Martinez-Torres, J., Roca-Pardiñas, J., Quesada-García, A., Muñoz-Del-Toro, J.R., Juárez-Soto, Á.,
Impact of New Systemic Therapies in Overall Survival in Non-Metastatic Castration Resistant Prostate Cancer: Systematic Review and Meta-Analysis
Clinical Genitourinary Cancer, , , 2021 | DOI

Review
Ruiz, J.G., Torres, J.M., Crespo, R.G.,
The application of artificial intelligence in project management research: A review
International Journal of Interactive Multimedia and Artificial Intelligence, 6, 6, 2021 | DOI

Article
Martínez-Comesaña, M., Febrero-Garrido, L., Granada-álvarez, E., Martínez-Torres, J., Martínez-Mariño, S.,
Heat loss coefficient estimation applied to existing buildings through machine learning models
Applied Sciences (Switzerland), 10, 24, 2020 | DOI

Article
Echevarría, G.G.C., Cabana, M.A.C., Torres, J.M., Morales, R.M.C., Rivera, R.B., Touza, R., Arto, Á.D.,
Optimum configuration of the secondary artillery of the f-110 spanish frigates
Journal of Ship Production and Design, 36, 4, 2020 | DOI

Article
Comesaña, M.M., Febrero-Garrido, L., Troncoso-Pastoriza, F., Martínez-Torres, J.,
Prediction of building’s thermal performance using LSTM and MLP neural networks
Applied Sciences (Switzerland), 10, 21, 2020 | DOI

Article
Torres, J.M., Pérez, J.P., Val, J.S., McNabola, A., Comesaña, M.M., Gallagher, J.,
A functional data analysis approach for the detection of air pollution episodes and outliers: A case study in Dublin, Ireland
Mathematics, 8, 2, 2020 | DOI

Article
Bellas, R., Martínez, J., Rivera, I., Touza, R., Gómez, M., Carreño, R.,
Analysis of naval ship evacuation using stochastic simulation models and experimental data sets
CMES – Computer Modeling in Engineering and Sciences, 122, 3, 2020 | DOI

Article
Iglesias, C., Antunes, I.M.H.R., Albuquerque, M.T.D., Martínez, J., Taboada, J.
Predicting ore content throughout a machine learning procedure – An Sn-W enrichment case study
Journal of Geochemical Exploration, 208, , 2020 | DOI

Article
Martínez Torres, J., Iglesias Comesaña, C., García-Nieto, P.J.,
Review: machine learning techniques applied to cybersecurity
International Journal of Machine Learning and Cybernetics, 10, 10, 2019 | DOI

Article
Iglesias, C., Luo, L., Martínez, J., Kelly, D.J., Taboada, J., Pérez, I.
Obtaining the sGAG distribution profile in articular cartilage color images
Biomedizinische Technik, , , 2019 | DOI

Article
Maceiras, R., Alfonsin, V., Martinez, J., Martinez Vara de Rey, C.,
Remediation of Diesel-Contaminated Soil by Ultrasonic Solvent Extraction
International Journal of Environmental Research, 12, 5, 2018 | DOI

Article
Cilla, M., Pérez-Rey, I., Martínez, M.A., Peña, E., Martínez, J.,
On the use of machine learning techniques for the mechanical characterization of soft biological tissues
International Journal for Numerical Methods in Biomedical Engineering, 34, 10, 2018 | DOI

Article
Iglesias, C., Martínez, J., Taboada, J.
Automated vision system for quality inspection of slate slabs
Computers in Industry, 99, , 2018 | DOI

Article
Rivas, T., Pozo-Antonio, J.S., Barral, D., Martínez, J., Cardell, C.
Statistical analysis of colour changes in tempera paints mock-ups exposed to urban and marine environment
Measurement: Journal of the International Measurement Confederation, 118, , 2018 | DOI

Conference Paper
Pérez-Rey, I., Alejano, L.R., Martínez, J., Muniz, M., Muralha, J.
Understanding tilt-test results on saw-cut planar rock surfaces from a statistical perspective
Geomechanics and Geodynamics of Rock Masses, 1, , 2018 | DOI

Book Chapter
Iglesias, C., Martínez, J., Taboada, J., Giráldez, E.
Automatic prediction of the commercial quality of slate slabs using a mathematical model
Modeling Social Behavior and Its Applications, , , 2018 | DOI

Article
Cilla, M., Borgiani, E., Martínez, J., Duda, G.N., Checa, S.,
Machine learning techniques for the optimization of joint replacements: Application to a short-stem hip implant
PLoS ONE, 12, 9, 2017 | DOI

Article
Iglesias, C., Santos, A.J.A., Martínez, J., Pereira, H., Anjos, O.,
Influence of heartwood on wood density and pulp properties explained by machine learning techniques
Forests, 8, 1, 2017 | DOI

Article
Alejano, L.R., Muralha, J., Ulusay, R., Li, C.C., Pérez-Rey, I., Karakul, H., Chryssanthakis, P., Aydan, Ö., Martínez, J., Zhang, N.
A Benchmark Experiment to Assess Factors Affecting Tilt Test Results for Sawcut Rock Surfaces
Rock Mechanics and Rock Engineering, 50, 9, 2017 | DOI

Article
Sancho, J., Iglesias, C., Piñeiro, J., Martínez, J., Pastor, J.J., Araújo, M., Taboada, J.
Study of Water Quality in a Spanish River Based on Statistical Process Control and Functional Data Analysis
Mathematical Geosciences, 48, 2, 2016 | DOI

Article
Iglesias, C., Sancho, J., Piñeiro, J.I., Martínez, J., Pastor, J.J., Taboada, J.
Shewhart-type control charts and functional data analysis for water quality analysis based on a global indicator
Desalination and Water Treatment, 57, 6, 2016 | DOI

Conference Paper
Rivas, T., Pozo-Antonio, J.S., Barral, D., Martínez, J., Cardell, C.
Vectorial versus functional statistical approaches to evaluate colour variations of tempera paints exposed to real environment
IMEKO International Conference on Metrology for Archeology and Cultural Heritage, MetroArcheo 2016, 2016-October, , 2016 | DOI

Article
García-Gonzalo, E., Santos, A.J.A., Martínez-Torres, J., Pereira, H., Simões, R., García-Nieto, P.J., Anjos, O.,
Prediction of five softwood paper properties from its density using support vector machine regression techniques
BioResources, 11, 1, 2016 | DOI

Article
García, Á., Anjos, O., Iglesias, C., Pereira, H., Martínez, J., Taboada, J.
Prediction of mechanical strength of cork under compression using machine learning techniques
Materials and Design, 82, , 2015 | DOI

Article
Anjos, O., Iglesias, C., Peres, F., Martínez, J., García, Á., Taboada, J.
Neural networks applied to discriminate botanical origin of honeys
Food Chemistry, 175, , 2015 | DOI

Article
Iglesias, C., Anjos, O., Martínez, J., Pereira, H., Taboada, J.
Prediction of tension properties of cork from its physical properties using neural networks
European Journal of Wood and Wood Products, 73, 3, 2015 | DOI

Article
Anjos, O., García-Gonzalo, E., Santos, A.J.A., Simões, R., Martínez-Torres, J., Pereir, H., García-Nieto, P.J.,
Using apparent density of paper from hardwood kraft pulps to predict sheet properties, based on unsupervised classification and multivariable regression techniques
BioResources, 10, 3, 2015 | DOI

Article
Martínez, J., Saavedra, Á., García-Nieto, P.J., Piñeiro, J.I., Iglesias, C., Taboada, J., Sancho, J., Pastor, J.
Air quality parameters outliers detection using functional data analysis in the Langreo urban area (Northern Spain)
Applied Mathematics and Computation, 241, , 2014 | DOI

Article
Martínez, J., Iglesias, C., Matías, J.M., Taboada, J., Araújo, M.
Solving the slate tile classification problem using a DAGSVM multiclassification algorithm based on SVM binary classifiers with a one-versus-all approach
Applied Mathematics and Computation, 230, , 2014 | DOI

Conference Paper
Piñeiro Di Blasi, J.I., Taboada, J., Martínez-Torres, J.
Slope stability control of a coal mine during the filling of the artificial lake
Rock Engineering and Rock Mechanics: Structures in and on Rock Masses – Proceedings of EUROCK 2014, ISRM European Regional Symposium, , , 2014 | DOI

Article
Piñeiro-Di Blasi, J.I., Martínez-Torres, J., Pozo-Antonio, J.S., Iglesias-Comesaña, C., Cuesta, L., Taboada-Castro, J., Gajino-Núñez, P., Tresaco-Vidaller, E.
Development of an application for quick comparison of pigments from their colorimetric coordinates [Desarrollo de una aplicación para la comparación rápida de pigmentos a partir de sus coordenadas colorimétricas]
DYNA (Colombia), 81, 184, 2014 | DOI

Article
Iglesias, C., Martínez Torres, J., García Nieto, P.J., Alonso Fernández, J.R., Díaz Muñiz, C., Piñeiro, J.I., Taboada, J.
Turbidity Prediction in a River Basin by Using Artificial Neural Networks: A Case Study in Northern Spain
Water Resources Management, 28, 2, 2014 | DOI

Article
Sancho, J., Martínez, J., Pastor, J.J., Taboada, J., Piñeiro, J.I., García-Nieto, P.J.
New methodology to determine air quality in urban areas based on runs rules for functional data
Atmospheric Environment, 83, , 2014 | DOI

Conference Paper
Sancho, J., Pastor, J., Martínez, J., García, M.A.,
Variability analysis by Statistical Control Process and functional data analysis. Case of study applied to power system harmonics assessment
Key Engineering Materials, 615, , 2014 | DOI

Article
Garijo, N., Martínez, J., García-Aznar, J.M., Pérez, M.A.,
Computational evaluation of different numerical tools for the prediction of proximal femur loads from bone morphology
Computer Methods in Applied Mechanics and Engineering, 268, , 2014 | DOI

Article
Di Blasi, J.I.P., Martínez Torres, J., García Nieto, P.J., Alonso Fernández, J.R., Díaz Muñiz, C., Taboada, J.
Analysis and detection of outliers in water quality parameters from different automated monitoring stations in the Miño river basin (NW Spain)
Ecological Engineering, 60, , 2013 | DOI

Article
Martínez, J., López, M., Matías, J.M., Taboada, J.
Classifying slate tile quality using automated learning techniques
Mathematical and Computer Modelling, 57, 07/08/2021 0:00, 2013 | DOI

Article
Ordóñez, C., Argüelles, R., Martínez, J., García-Cortés, S.,
A mathematical algorithm for dimensional control of tunnels using topographic profiles
International Journal of Computer Mathematics, 90, 10, 2013 | DOI

Article
Alonso Fernández, J.R., García Nieto, P.J., Martínez Torres, J., Díaz Muñiz, C.,
Analysis of cyanotoxins presence from experimental cyanobacteria concentrations in the trasona reservoir (Northern Spain) using support vector regression
International Journal of Nonlinear Sciences and Numerical Simulation, 14, 2, 2013 | DOI

Conference Paper
Sancho, J., Pastor, J.J., Martínez, J., García, M.A.,
Evaluation of harmonic variability in electrical power systems through statistical control of quality and functional data analysis
Procedia Engineering, 63, , 2013 | DOI

Conference Paper
López, M., Taboada, J., Martínez, J., Matías, J.M., Vilán, J.A.
Slate characterization using 3D laser scanning
AIP Conference Proceedings, 1504, , 2012 | DOI

Article
García Nieto, P.J., Martínez Torres, J., Araújo Fernández, M., Ordóñez Galán, C.
Support vector machines and neural networks used to evaluate paper manufactured using Eucalyptus globulus
Applied Mathematical Modelling, 36, 12, 2012 | DOI

Article
Díaz Muñiz, C., García Nieto, P.J., Alonso Fernández, J.R., Martínez Torres, J., Taboada, J.
Detection of outliers in water quality monitoring samples using functional data analysis in San Esteban estuary (Northern Spain)
Science of the Total Environment, 439, , 2012 | DOI

Book Chapter
García Nieto, P.J., Ordóñez Galán, C., Martínez Torres, J., Araújo, M., Giráldez, E.
Study of the influence of forest canopies on the accuracy of GPS measurements by using genetic algorithms
Handbook of Genetic Algorithms: New Research, , , 2012 | DOI

Article
Comesaña, C.I., Torres, J.M., Castro, J.T.,
Methodology for the detection of microseismology in a water-filled mine hole
DYNA (Colombia), 79, 175, 2012 | DOI

Article
García Nieto, P.J., Martínez Torres, J., De Cos Juez, F.J., Sánchez Lasheras, F.,
Using multivariate adaptive regression splines and multilayer perceptron networks to evaluate paper manufactured using Eucalyptus globulus
Applied Mathematics and Computation, 219, 2, 2012 | DOI

Article
Cilla, M., Martínez, J., Pena, E., Martínez, M.A.,
Machine learning techniques as a helpful tool toward determination of plaque vulnerability
IEEE Transactions on Biomedical Engineering, 59, 4, 2012 | DOI

Conference Paper
Ordoñez, C., Martínez, J., De Cos Juez, J.F., Lasheras, F.S.,
Comparison of GPS observations made in a forestry setting using functional data analysis
International Journal of Computer Mathematics, 89, 3, 2012 | DOI

Article
Martìnez, J., Ordoñez, C., Matìas, J.M., Taboada, J.
Determining noise in an aggregates plant using functional statistics
Human and Ecological Risk Assessment, 17, 2, 2011 | DOI

Article
Torres, J.M., Nieto, P.J.G., Alejano, L., Reyes, A.N.
Detection of outliers in gas emissions from urban areas using functional data analysis
Journal of Hazardous Materials, 186, 1, 2011 | DOI

Article
Ordóñez Galán, C., Rodríguez-Pérez, J.R., Martínez Torres, J., García Nieto, P.J.,
Analysis of the influence of forest environments on the accuracy of GPS measurements by using genetic algorithms
Mathematical and Computer Modelling, 54, 7-8, 2011 | DOI

Conference Paper
Ordoñez, C., Martínez, J., De Cos, J.F., Sánchez, F.,
Determining vine leaf water stress by functional data analysis
International Journal of Computer Mathematics, 88, 9, 2011 | DOI

Article
Ordòñez, C., Martìnez, J., Àngeles, S., Mourelle, A.,
Intercomparison exercise for gases emitted by a cement industry in Spain: A functional data approach
Journal of the Air and Waste Management Association, 61, 2, 2011 | DOI

Article
de Cos Juez, F.J., García Nieto, P.J., Martínez Torres, J., Taboada Castro, J.
Analysis of lead times of metallic components in the aerospace industry through a supported vector machine model
Mathematical and Computer Modelling, 52, 07/08/2021 0:00, 2010 | DOI

Article
Araújo, M., Martínez, J., Ordóñez, C., Vilán, J.A.V.
Identification of granite varieties from colour spectrum data
Sensors, 10, 9, 2010 | DOI

Article
Löpez, M., Martínez, J., Matías, J.M., Taboada, J., Vilán, J.A.
Shape functional optimization with restrictions boosted with machine learning techniques
Journal of Computational and Applied Mathematics, 234, 8, 2010 | DOI

Article
López, M., Martínez, J., Matías, J.M., Vilán, J.A., Taboada, J.
Application of a hybrid 3D-2D laser scanning system to the characterization of slate slabs
Sensors, 10, 6, 2010 | DOI

Article
Ordoñez, C., Martínez, J., Matías, J.M., Reyes, A.N., Rodríguez-Pérez, J.R.,
Functional statistical techniques applied to vine leaf water content determination
Mathematical and Computer Modelling, 52, 7-8, 2010 | DOI