Artigo em revista |
- J. Martínez; X. Rigueira; M. Araújo; E. Giráldez; A. Recamán. "Computer vision application for improved product traceability
in the granite manufacturing industry". Materiales de Construcción (2023): https://doi.org/10.3989/mc.2023.308922.
10.3989/mc.2023.308922
- Pilar Muñoz-Dueñas; Miguel Martínez-Comesaña; Javier Martínez-Torres; Guillermo Bastos-Costas. "Estimating mobility of tourists.
New Twitter-based procedure". Heliyon (2023): https://doi.org/10.1016/j.heliyon.2023.e13718.
10.1016/j.heliyon.2023.e13718
- Javier Martínez; Daniel Pérez-Palau; Myriam Cilla; Neus Garrido; Ana Larrañaga; Ignacio Pérez-Rey. "Semi-Automatic 3D Reconstruction
of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm". Mathematics (2023): https://doi.org/10.3390/math11030537.
10.3390/math11030537
- Xurxo Rigueira; María Araújo; Javier Martínez; Paulino García-Nieto; Iago Ocarranza. "Functional Data Analysis for the Detection
of Outliers and Study of the Effects of the COVID-19 Pandemic on Air Quality: A Case Study in Gijón, Spain". Mathematics
(2022): https://doi.org/10.3390/math10142374.
10.3390/math10142374
- Miguel Martínez-Comesaña; Pablo Eguía-Oller; Javier Martínez-Torres; Lara Febrero-Garrido; Enrique Granada-Álvarez. "Optimisation
of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost". Sustainable
Cities and Society (2022): https://doi.org/10.1016/j.scs.2022.103723.
10.1016/j.scs.2022.103723
- Alejo Rodriguez-Vida; Andrés Rodríguez-Alonso; Eduardo Useros-Rodríguez; Fernando Lopez-Campos; Oscar Amor-Carro; Alberto
Arribas-Ruiz; Javier Martinez-Torres; et al. "Impact of New Systemic Therapies in Overall Survival in Non-Metastatic Castration
Resistant Prostate Cancer: Systematic Review and Meta-Analysis". Clinical Genitourinary Cancer (2022): https://doi.org/10.1016/j.clgc.2021.11.008.
10.1016/j.clgc.2021.11.008
- Myriam Alvariñas-Villaverde; Javier Martínez-Torres; Belén Toja-Reboredo; Miguel González-Valeiro. "Prediction Model for Physical
Activity Level in Primary School Students". International Journal of Environmental Research and Public Health (2022):
https://doi.org/10.3390/ijerph19052987.
10.3390/ijerph19052987
- Javier Martínez; Alicia Silva Piñeiro; Álvaro Alesanco; Ignacio Pérez-Rey; José García. "Automatic Image Characterization
of Psoriasis Lesions". Mathematics (2021): https://www.mdpi.com/2227-7390/9/22/2974.
10.3390/math9222974
- Elías Manuel Said-Hung; María Adoración Merino-Arribas; Javier Martínez-Torres. "Evolución del debate académico en la Web
of Science y Scopus sobre unfaking news (2014-2019)". Estudios sobre el Mensaje Periodístico 27 3 (2021): 961-971.
https://doi.org/10.5209/esmp.71031.
10.5209/esmp.71031
- Moisés Cordeiro-Costas; Daniel Villanueva; Andrés E. Feijóo-Lorenzo; Javier Martínez-Torres. "Simulation of Wind Speeds with
Spatio-Temporal Correlation". Applied Sciences 11 8 (2021): 3355-3355. https://doi.org/10.3390/app11083355.
10.3390/app11083355
- Iago Portela-Pino; Myriam Alvariñas-Villaverde; Javier Martínez-Torres; Margarita Pino-Juste. "Influence of the Perception
of Barriers in Practice of PA in Adolescents: Explanatory Model". Healthcare (2021): https://doi.org/10.3390/healthcare9040380.
10.3390/healthcare9040380
- Y. Harold Robinson; S. Vimal; E. Golden Julie; Manju Khari; Christopher Expósito-Izquierdo; Javier Martínez. "Hybrid optimization
routing management for autonomous underwater vehicle in the internet of underwater things". Earth Science Informatics
14 1 (2021): 441-456. https://doi.org/10.1007/s12145-020-00538-6.
10.1007/s12145-020-00538-6
- Miguel Martínez-Comesaña; Lara Febrero-Garrido; Enrique Granada-Álvarez; Javier Martínez-Torres; Sandra Martínez-Mariño. "Heat
Loss Coefficient Estimation Applied to Existing Buildings through Machine Learning Models". Applied Sciences 10 24
(2020): 8968-8968. https://doi.org/10.3390/app10248968.
10.3390/app10248968
- Miguel Martínez Comesaña; Lara Febrero-Garrido; Francisco Troncoso-Pastoriza; Javier Martínez-Torres. "Prediction of Building’s
Thermal Performance Using LSTM and MLP Neural Networks". Applied Sciences 10 21 (2020): 7439-7439. https://doi.org/10.3390/app10217439.
10.3390/app10217439
- Javier Martínez Torres; Jorge Pastor Pérez; Joaquín Sancho Val; Aonghus McNabola; Miguel Martínez Comesaña; John Gallagher.
"A Functional Data Analysis Approach for the Detection of Air Pollution Episodes and Outliers: A Case Study in Dublin, Ireland".
Mathematics 8 2 (2020): 225-225. https://doi.org/10.3390/math8020225.
10.3390/math8020225
- Javier Martínez Torres; Carla Iglesias Comesaña; Paulino J. García-Nieto. "Review: machine learning techniques applied to
cybersecurity". International Journal of Machine Learning and Cybernetics 10 10 (2019): 2823-2836. https://doi.org/10.1007/s13042-018-00906-1.
10.1007/s13042-018-00906-1
- "Obtaining the sGAG distribution profile in articular cartilage color images". Biomedical Engineering / Biomedizinische
Technik (2019): http://dx.doi.org/10.1515/bmt-2018-0055.
10.1515/bmt-2018-0055
- Rafael M. Carreño; Javier Martínez; José Benito Bouza. "An Approach for Integrating Uncertainty When Selecting an Anti-Torpedo
Decoy in Brand New Warships". Mathematical and Computational Applications 24 1 (2019): 5-5. https://doi.org/10.3390/mca24010005.
10.3390/mca24010005
- "A Framework for Integrating Human Factors in the Early Stages of Ship Design: Application to the Mess Halls of a Surface
Combatant". Journal of Ship Production and Design (2019): http://dx.doi.org/10.5957/jspd.02190009.
10.5957/jspd.02190009
- "Remediation of Diesel-Contaminated Soil by Ultrasonic Solvent Extraction". International Journal of Environmental Research
(2018): http://dx.doi.org/10.1007/s41742-018-0121-z.
10.1007/s41742-018-0121-z
- C. Iglesias; J. Martínez; J. Taboada. "Automated vision system for quality inspection of slate slabs". Computers in Industry
99 (2018): 119-129. https://doi.org/10.1016/j.compind.2018.03.030.
10.1016/j.compind.2018.03.030
- 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): 298-310. http://www.scopus.com/inward/record.url?eid=2-s2.0-85023740539&partnerID=MN8TOARS.
10.1016/j.measurement.2017.06.037
- 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): http://www.scopus.com/inward/record.url?eid=2-s2.0-85050621472&partnerID=MN8TOARS.
10.1002/cnm.3121
- 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): http://www.scopus.com/inward/record.url?eid=2-s2.0-85028939052&partnerID=MN8TOARS.
10.1371/journal.pone.0183755
- 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): http://www.scopus.com/inward/record.url?eid=2-s2.0-85011292140&partnerID=MN8TOARS.
10.3390/f8010020
- Alejano, L.R.; Muralha, J.; Ulusay, R.; Li, C.C.; Pérez-Rey, I.; Karakul, H.; Chryssanthakis, P.; et al. "A Benchmark Experiment
to Assess Factors Affecting Tilt Test Results for Sawcut Rock Surfaces". Rock Mechanics and Rock Engineering 50 9 (2017):
2547-2562. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021842056&partnerID=MN8TOARS.
10.1007/s00603-017-1271-6
- 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): 1892-1904. http://www.scopus.com/inward/record.url?eid=2-s2.0-84965078775&partnerID=MN8TOARS.
10.15376/biores.11.1.1892-1904
- 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): 163-186.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84955244842&partnerID=MN8TOARS.
10.1007/s11004-015-9605-y
- 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):
2669-2684. http://www.scopus.com/inward/record.url?eid=2-s2.0-84953837152&partnerID=MN8TOARS.
10.1080/19443994.2015.1029533
- 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): 128-136. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919386098&partnerID=MN8TOARS.
10.1016/j.foodchem.2014.11.121
- 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): 304-311. http://www.scopus.com/inward/record.url?eid=2-s2.0-84941315643&partnerID=MN8TOARS.
10.1016/j.matdes.2015.03.038
- 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): 347-356. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939957977&partnerID=MN8TOARS.
10.1007/s00107-015-0885-1
- 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): 5920-5931. http://www.scopus.com/inward/record.url?eid=2-s2.0-84965062879&partnerID=MN8TOARS.
10.15376/biores.10.3.5920-5931
- 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): 464-472. http://www.scopus.com/inward/record.url?eid=2-s2.0-84893139812&partnerID=MN8TOARS.
10.1016/j.amc.2013.12.087
- 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): 49-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84898713628&partnerID=MN8TOARS.
10.15446/dyna.v81n184.37715
- 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): 319-331. http://www.scopus.com/inward/record.url?eid=2-s2.0-84892482376&partnerID=MN8TOARS.
10.1007/s11269-013-0487-9
- Piñeiro Di Blasi, J.I.; Martínez Torres, J.; García Nieto, P.J.; Alonso Fernández, J.R.; Díaz Muñiz, C.; Taboada, J.. "Analysis
and detection of functional outliers in water quality parameters from different automated monitoring stations in the Nalón
River Basin (Northern Spain)". Environmental Science and Pollution Research (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84905324215&partnerID=MN8TOARS.
10.1007/s11356-014-3318-5
- 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): 437-450. http://www.scopus.com/inward/record.url?eid=2-s2.0-84887331420&partnerID=MN8TOARS.
10.1016/j.cma.2013.10.005
- 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): 1-10. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901286754&partnerID=MN8TOARS.
10.1016/j.amc.2014.05.004
- 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): 185-192. http://www.scopus.com/inward/record.url?eid=2-s2.0-84888784329&partnerID=MN8TOARS.
10.1016/j.atmosenv.2013.11.010
- Martínez, J.; López, M.; Matías, J.M.; Taboada, J.. "Classifying slate tile quality using automated learning techniques".
Mathematical and Computer Modelling 57 7-8 (2013): 1716-1721. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875387510&partnerID=MN8TOARS.
10.1016/j.mcm.2011.11.016
- 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): 103-112. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878089331&partnerID=MN8TOARS.
10.1515/ijnsns-2012-0122
- 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): 60-66. http://www.scopus.com/inward/record.url?eid=2-s2.0-84882787960&partnerID=MN8TOARS.
10.1016/j.ecoleng.2013.07.054
- 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): 2072-2078. http://www.scopus.com/inward/record.url?eid=2-s2.0-84888016285&partnerID=MN8TOARS.
10.1080/00207160.2012.754017
- Comesaña, C.I.; Torres, J.M.; Castro, J.T.. "Methodology for the detection of microseismology in a water-filled mine hole,Metodología
de detección de microsismología en el hueco de una corta minera rellena de agua". DYNA (Colombia) 79 175 (2012): 81-89.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84867791367&partnerID=MN8TOARS.
- 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): 402-408. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856856009&partnerID=MN8TOARS.
10.1080/00207160.2011.602401
- Cilla, M.; Martínez, J.; Pena, E.; Martínez, M.Á.. "Machine learning techniques as a helpful tool toward determination of
plaque vulnerability". IEEE Transactions on Biomedical Engineering 59 4 (2012): 1155-1161. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858962857&partnerID=MN8TOARS.
10.1109/TBME.2012.2185495
- 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): 54-61. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867202280&partnerID=MN8TOARS.
10.1016/j.scitotenv.2012.08.083
- 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): 6137-6145.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84864977030&partnerID=MN8TOARS.
10.1016/j.apm.2012.02.016
- 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): 755-763. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865011864&partnerID=MN8TOARS.
10.1016/j.amc.2012.07.001
- Ordòñez, C.; Martìnez, J.; Saavedra, À.; 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): 135-141. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952923869&partnerID=MN8TOARS.
10.3155/1047-3289.61.2.135
- 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): 144-149. http://www.scopus.com/inward/record.url?eid=2-s2.0-79551521473&partnerID=MN8TOARS.
10.1016/j.jhazmat.2010.10.091
- 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): 521-533. http://www.scopus.com/inward/record.url?eid=2-s2.0-79956360016&partnerID=MN8TOARS.
10.1080/10807039.2011.552403
- 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): 1941-1948. http://www.scopus.com/inward/record.url?eid=2-s2.0-79957760606&partnerID=MN8TOARS.
10.1080/00207160.2010.496482
- 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):
1829-1834. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960841466&partnerID=MN8TOARS.
10.1016/j.mcm.2010.11.077
- Araújo, M.; Martínez, J.; Ordóñez, C.; Vilán, J.A.V.. "Identification of granite varieties from colour spectrum data". Sensors
10 9 (2010): 8572-8584. http://www.scopus.com/inward/record.url?eid=2-s2.0-77958030680&partnerID=MN8TOARS.
10.3390/s100908572
- 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): 1116-1122. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955653208&partnerID=MN8TOARS.
10.1016/j.mcm.2010.03.008
- 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): 2609-2615. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955307613&partnerID=MN8TOARS.
10.1016/j.cam.2010.03.021
- 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): 5949-5961. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954797361&partnerID=MN8TOARS.
10.3390/s100605949
- 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 7-8 (2010):
1177-1184. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955665769&partnerID=MN8TOARS.
10.1016/j.mcm.2010.03.017
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