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JAVIER MARTINEZ TORRES. Completed the Doctor in Environmental Engineering in 2011 by Universidade de Vigo, Master in Engineering Mathematics in 2009 by Universidade de Vigo, Bachelor (1st cycle) in Applied Mathematics in 2006 by Universidade de Santiago de Compostela and Diplôme d´études supérieures in VII Curso Superior Gestión de Programas (Military Project Management) in 2014 by Gobierno de España Ministerio de Defensa. Is Assistant Professor in Universidade de Vigo and Director of Artificial Intelligence (Data Analytics - DNA) in NTT Data Europe & Latam. Published 60 articles in journals. Has 1 section(s) of books and 2 book(s). Works in the area(s) of Exact Sciences with emphasis on Mathematics with emphasis on Applied Mathematics, Exact Sciences with emphasis on Mathematics with emphasis on Statistics and Probability and Exact Sciences with emphasis on Mathematics with emphasis on Applied Mathematics. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Machine Learning; Algorithms; Applications; Quality Control; Functional Statistics; Outlier detection; .
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Identification

Personal identification

Full name
JAVIER MARTINEZ TORRES

Citation names

  • TORRES, JAVIER

Author identifiers

Ciência ID
471B-48E2-D088
ORCID iD
0000-0001-6359-895X
Researcher Id
C-9400-2013
Scopus Author Id
57211266113

Email addresses

  • javier.martineztorres@nttdata.com (Professional)

Knowledge fields

  • Exact Sciences - Mathematics - Applied Mathematics
  • Exact Sciences - Mathematics - Statistics and Probability
  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
Spanish; Castilian (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2014
Concluded
 VII Curso Superior Gestión de Programas (Military Project Management) (Diplôme d´études supérieures)
Gobierno de España Ministerio de Defensa, Spain
2011
Concluded
 Environmental Engineering (Doctor)
Universidade de Vigo, Spain
2009
Concluded
 Engineering Mathematics (Master)
Universidade de Vigo, Spain
2006
Concluded
 Applied Mathematics (Bachelor (1st cycle))
Universidade de Santiago de Compostela, Spain
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2019 - Current Assistant Professor (University Teacher) Universidade de Vigo, Spain
Universidade de Vigo, Spain
2018/09/01 - 2019/09/08 Lecturer (University Teacher) Universidad Internacional de La Rioja, Spain
Universidad Internacional de La Rioja, Spain
2016/03/01 - 2018/08/01 Assistant Professor (University Teacher) Centro Universitario de la Defensa en la Escuela Naval Militar de Marín, Spain
Centro Universitario de la Defensa en la Escuela Naval Militar de Marín, Spain
2010/09/01 - 2016/02/28 Associate Professor (University Teacher) Centro Universitario de la Defensa Zaragoza, Spain
Centro Universitario de la Defensa Zaragoza, Spain

Positions / Appointments

Category
Host institution 		Employer
2023/02 - Current Director of Artificial Intelligence (Data Analytics - DNA) NTT Data Europe & Latam, Spain
Outputs

Publications

Book
  1. 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. 2014.
    10.4028/www.scientific.net/KEM.615.118
  2. 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. 2012.
Book chapter
  1. Iglesias, C.; Martínez, J.; Taboada, J.; Giráldez, E.. "Automatic prediction of the commercial quality of slate slabs using a mathematical model". 253-270. 2018.
Conference paper
  1. Pedro Reyes Norambuena; Juan Bekios-Calfa; Javier Martínez Torres. "Study of machine learning techniques for pedestrian dynamics simulation models". 2023.
    10.1109/ICPRS58416.2023.10179045
  2. 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". 2018.
  3. 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". 2016.
  4. Piñeiro Di Blasi, J.I.; Taboada, J.; Martínez-Torres, J.. "Slope stability control of a coal mine during the filling of the artificial lake". 2014.
  5. 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". 2013.
    10.1016/j.proeng.2013.08.224
  6. López, M.; Taboada, J.; Martínez, J.; Matías, J.M.; Vilán, J.A.. "Slate characterization using 3D laser scanning". 2012.
    10.1063/1.4772135
Journal article
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. "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
  18. 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
  19. "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
  20. "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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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.
  46. 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
  47. 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
  48. 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
  49. 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
  50. 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
  51. 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
  52. 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
  53. 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
  54. 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
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    10.1016/j.mcm.2010.11.077
  56. 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.
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  57. 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.
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Preprint
  1. jorge J. Cabrera Alvargonzalez; Ana Larrañaga Janeiro; Javier Martinez Torres; Sonia Pérez Castro; Sonia Rey Cao; Carlos Daviña Nuñez; Víctor Del Campo Pérez; et al. "Assessment of the effective sensitivity of SARS-CoV-2 sample pooling based on a large-scale screening experience: Retrospective analysis. (Preprint)". 2023. https://doi.org/10.2196/preprints.54503.
    10.2196/preprints.54503

Other

Other output
  1. CAN A MACHINE LEARNING ALGORITHM IDENTIFY SARS-COV-2 VARIANTS BASED ON CONVENTIONAL rRT-PCR? PROOF OF CONCEPT. 2021. Jorge Cabrera Alvargonzález; Ana Larrañaga Janeiro; Sonia Pérez Castro; Javier Martínez Torres; Lucía Martínez Lamas; Carlos Daviña Nuñez; Víctor Del Campo-Pérez; et al. https://doi.org/10.1101/2021.11.12.21266286.
    10.1101/2021.11.12.21266286