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Research papers



  • Arean C, Mercado M, Paniello I, Mallor F, Córdoba A, Lozano M, Santamaría M. (2018) Dual staining for p16/Ki67 is a more specific test than citology for triage of HPV-positive women. Virchows Aechiv. DOI: 10.1007/s00428-018-2432-z
  • Mallor F, Cildoz M, Ibarra A. (2018) Need for a holistic and quantitative approach for diagnosing and improving hospital emergency services. Anales del Sistema Sanitario de Navarra, 41(1), 137-142.
  • Mateo PM, Alberto I. (2018) Graph-based solution batch management for Multi-Objective Evolutionary Algorithms, Applied Soft Computing, Vol. 62, pp. 619-635.
  • Ali BA, Lefering R, Fortún-Moral M, Belzunegi-Otano T. (2018) Mortality in severe trauma patients attended by emergency services in navarre, spain: Validation of a new prediction model and comparison with the revised injury severity classification score II. Emergencias
  • Frías-Paredes L, Mallor F, Gastón-Romeo M, León,T (2018) Dynamic mean absolute error as new measure for assessing forecasting errors. Energy Conversion and Management, 162, 176-188.
  • Paniello I. (2018) Evolution coalgebras on chicken populations. Linear and Multilinear Algebra, DOI  10.1080/03081087.2018.1508408
  • Paniello I.(2018) Linear and Multilinear Algebra. DOI  10.1080/03081087.2018.1460795
  • Jiménez-Moreno N, Moler-Cuiral JA, Urmeneta-Martin Calero H, Suberviola-Ripa J, Cibriain-Sabalza F, Gandía-Pascual LM, Ancín-Azpilicueta C. (2018) Oak wood extracts applied to the grapevine. An alternative to obtain quality Garnacha wines. Food Research International 105: 628-636.


  • Mercado, M.R.; Arean, C.; Gómez, M.L.; Paniello, I.; Mallor, F.; Lozano, M.D.; Santamaría, M. “Influencia de la edad en la prevalencia de virus de papiloma humano de alto riesgo en mujeres con lesiones precursoras de cáncer de cuello uterino en la Comunidad Foral de Navarra”.  Rev. Esp. Salud Pública 91 (2017) e1-e8.  EID: 2-s2.0-85021858543.
  • Ali-Ali, B.; Lefering, R.; Fortun-Moral, M.; Belzunegui-Otano, T. (2017) Epidemiological comparison between the Navarra Major Trauma Registry and the German Trauma Registry (TR-DGU®). Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine, 25, 12 pgs.     Doi: 10.1186/s13049-017-0453-2
  •  Ali, B.A; Fortun-Moral, M.; Belzunegui-Otano, T.; Ibañez-Beroiz, B.; Cambra-Kontin, K.; Galbete-Jiménez, A. (2017) Missing patients in "Major Trauma Registry" of Navarre: incidence and pattern. European Journal of Trauma and Emergency Surgery 43(5), pp. 671-683     Doi: 10.1007/s00068-016-0717-y
  • Sanz-Delgado, J.A.; Paternain-Dallo, D.; Belzunegui-Otano, T.; Fernandez-Fernandez, F.J.; Galar-Idoate, M  (2017) A new survival status prediction system for severe trauma patients based on a multiple classifier system. Computer methods and programs in biomedicine, 142, pp. 1-8  
  • Sanz-Delgado, J.A.; Fernandez-Fernandez, J.; Bustince-Sola, H.; Belzunegui-Otano, T. (2017) A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients. International Journal of Computational Intelligence Systems, 10(1), 440-455.
  • Agustín, A., Juan, A., Pardo, E.G. “A variable neighborhood search approach for the crew pairing problem” Electronic Notes in Discrete Mathematics, Vol 58, pp. 87-94, 2017.
  • Azcárate, C., Mallor, F., Mateo, P. Tactical and operational management of wind energy systems with storage using a probabilistic forecast of the energy resource. Renewable Energy, 2017, vol 102, 445-456.  DOI: 10.1016/j.renene.2016.10.064
  • Echerverría, F., Mallor, F., San Miguel, U. Global sensitivity analysis of the blade geometry variables on the wind turbine performance. Wind Energy, 2017, vol. 20, 1601-1616. DOI: 10.1002/we.2111
  • Echerverría, F., Mallor, F., Sanz-Corretge, J. Fast Estimation of the Damage Equivalent Load in Blade Geometry Multidisciplinar Optimization. Solar Energy Engineering, 2017, vol. 139 (4), 10pp. DOI: 10.1115/1.4036636
  • Frías, L., Mallor, F., León, T., Gastón, M. Assessing energy forecasting inaccuracy by simultaneously considering temporal and absolute errors. Energy Conversion and Management, 2017, vol 142, 533-546. DOI: 10.1016/j.enconman.2017.03.056
  • Mallor, F., León, T., De Boeck, L., Van Gulck, S., Meulders, M., Van der Meerssche, B. A method for detecting malfunctions in PV solar panels based on electricity production monitoring. Solar Energy, 2017, vol. 153, 51-63. DOI: 10.1016/j.solener.2017.05.014
  • Mallor, F., Moler, J.A., Urmeneta, H. Simulation of household electricity consumption by using Functional Data Analysis. Journal of Simulation, 2017. DOI:10.1057/s41273-017-0052-2.
  • Montaner, F.; Paniello, I.  “Local orders in Jordan algebras”. Journal of Algebra 485 (2017) 45-76. DOI: 10.1016/j.algebra.2017.03.013
  • Paniello, I.  “Backwards genetic inheritance through coalgebra-graphs”. Linear and Multilinear Algebra, 2017, nº 65, 593-961; DOI 10.1080/03081087.2016.1217824
  • Paniello, I. “Genetic coalgebras and their cubic stochastic matrices”. Journal of Algebra and its Applications. Vol 16 (11) 2017, 22 pages. DOI:10.1142/S0219498817502395
  • Paniello, I. “On evolution operators in genetic coalgebras”. Journal of Mathematical Biology, 2017, nº 74, 149-168; DOI 10.1007/s00285-016-1025-1
  • Paniello, I. On actions on Cubic stochastic matrices, Markov Processes and Related Fields nº 23, 325-348. (2017).


  • Mallor, F., Azcárate, C., Barado, J. Control problems and management policies in health systems: application to intensive care units. Flexible Services and Manufacturing Journal, 2016, vol 28, 62-89. DOI: 10.1007/s10696-014-9209-8
  • Mercado, M.; Suarez, F.J.; Amat, I.; Paniello, I., Alvarez, L.; Vera, R.; Gomez, M.L. Type of pathologic response in liver metastases of colorectal carcinomas related to specific chemotherapeutic agents. Virchows Archiv, 2016, 496, Suppl.1, S-164.
  • Mercado, M.; Gomez, M.L.; Mata, E.; Paniello, I., Reán, C.; Tarifa, A.; Amat, I.; Correlation between pathologic tumour regression grade in the primary tumour and liver metastases with neoadyuvant chemotherapy in Stage IV colorectal cáncer. Virchows Archiv, 2016, 496, Suppl.1, S-270-S271
  • Fortún, M.; Ali Ali, B.; Montes, L.M.; Rey, J.M.; Teijeira, R.; Belzunegui, T (2016) La importancia de incluir las muertes prehospitalarias enlos registros de traumatismo grave y su relación con laletalidad y la capacidad de predicción de la supervivencia.  Emergencias 28(3), pp. 173-178
  • Ferraz-Torres, M., Belzunegui-Otano, T., Martínez-Garcia, O., Iriarte-Cerdan, L., Salgado-Reguero, E.             (2016) Epidemiological characteristics and overall burden of accidental injuries in navarra, Spain: Epidemiology of injuries in children. Journal of Trauma Nursing 23(4), pp. 231-236
  • Ali Ali, B., Belzunegui Otano, T. (2016) Influence of prehospital response times in the survival of trauma patients in Navarre. Anales del Sistema Sanitario de Navarra 39(1), 161-163.
  • Frías, L., Mallor, F., León, T., Gastón, M. Introducing the Temporal Distortion Index to perform a bidimensional analysis of renewable energy forecast. Energy, 2016, vol. 94, 180-194. doi:10.1016/
  • Galbete, A., Moler, J.A., and Plo, F., “Randomization tests in response-driven adaptive designs”. Statistics. 26. 3. 466-474, 2016
  • Lacruz, B.; Lahoz, D.; Mateo, P. M.μG2-ELM: an upgraded implementation of μ G-ELM. Neurocomputing.171, 1302 - 1312. 2016.  DOI: 10.1016/j.neucom.2015.07.069
  • Agustin, A., Gruler, A., de Armas, J., Juan, A.A. “Optimizing airline crew scheduling using biased randomization: A case study”. Lecture Notes in Computer Science (including LN in Artificial Intelligence and LN in Bioinformatics), Vol 9868 LNAI, pp. 331-340, 2016
  • Agustin, A.; Olivares, A.; Staffetti, E. (2016). “Using biased randomization for trayectory optimization in rotobotic manipulators. Springer Lecture Notes in Business Information”. Processing vol, 254, pp. 145-154. ISSN: 18651348
  • Ancín-Azpilicueta, C.; Jiménez-Moreno, N.; Moler, J.A.; Nieto-Rojo, R.; Urmeneta, H. Effects of reduced levels of sulfite in wine production using mixtures with lysozyme and dimethyl dicarbonate on levels of volatile and biogenic amines. Food Additives & Contaminants: Part A 2016; 33(10): 1518-1526.
  • Zhang, G.; Urmeneta-Martin Calero, H.; Volodin, A. Wittmann type strong laws of large numbers for blockwise m-negatively associated random variables. Journal of Mathematical Research with Applications 2016; 36: 239-246. DOI:10.3770/j.issn:2095-2651.2016.02.013


  • Mallor, F., Azcárate, C., Barado, J. (2015). “Optimal control of ICU patient discharge: from theory to implementation”. Health Care Management Science, vol 18 (3), 234-250. DOI: 10.1007/s10729-015-9320-8
  • Galbete, A., Moler, J.A., and Plo, F., “Asymptotic behavior of a randomization tests for a response-adaptive design. ( R ) Sequential Analysis:  design methods and applications. 34: pp: 39-56, 2015.
  • Gradin, C.; Belzunegui, T.; Bermejo, B.; Teijeira, R.; Fortún, M.; Reyero, D. (2015) Changes in the characteristics and incidence of multiple-injury accidents in the Navarre community over a 10-year period. Emergencias 27(3), pp. 174-180
  • Ferraz-Torres, M.; Belzunegui-Otano, T.; Marín-Fernandez, B.; Martinez-Garcia, O.; Ibañez-Beroiz, B (2015) Differences in the treatment and evolution of acute coronary syndromes according to gender: What are the causes? JCN Journal of Clinical Nursing 24(17-18), pp. 2468-2477. Doi: 10.1111/jocn.12831
  • Belzunegui T.; Ali Ali, B. (2015) Escalas para el pronóstico del paciente con traumatismo grave. Emergencias 27(6), pp. 355-356
  • Ali Ali, B.; Fortún, M.; Belzunegui, T.; Teijeira R.; Reyero D.; Cabodevilla, A.  (2015) Influencia de los tiempos de respuesta prehospitalarios en lasupervivencia de los pacientes politraumatizados en Navarra. Anales del sistema sanitario de Navarra 38(2), pp. 269-278. Doi: 10.4321/S1137-66272015000200011
  • Gradin, C.; Belzunegui, T.; Bermejo, B.; Teijeira, R.; Fortún, M.; Reyero, D. (2015) Changes in the characteristics and incidence of multiple-injury accidents in the Navarre community over a 10-year period. Emergencias 27(3), pp. 174-180
  • Mallor, F., Azcárate, C., Blanco, R., Mateo P. (2015). “Operational management of renewable energy systems with storage using an optimisation-based simulation methodology”. Journal of Simulation, vol 9, 263-278. DOI: 10.1057/jos.2015.16
  • Mutuberria, Pascual, J., Guisado, M.V., Mallor, F. “Comparison of Heliostat Field Layout Design methodologies and impact on power plant efficiency”. , International Conference on Concentrating Solar Power and Chemical Energy Systems, Solar PACES 2014. Energy Procedia 69 (2015) 1360-1370. DOI: 10.1016/j.egypro.2015.03.135


  • Mallor, F., Azcarate, C. (2014).  “Combining optimization with simulation to obtain credible models for intensive care units”. Ann Oper Ress. DOI 10.1007/s10479-011-1035-8. Pág. 255-271
  • Gafaro, A., Mallor, F., Azcárate, C. “Modeling in outpatient care in a public hospital: A management tool”. Gerencia y Políticas de Salud, 13 (26): Pág. 106-118 (12), 2014. DOI: 10.11144/Javeriana.RGYPS13-26.mace
  • Santiago, I.; Belzunegui, T (2014)  Variación de las características y epidemiología de los pacientes con neumonía adquirida en la comunidad atendidos en los servicios de urgencias hospitalarios. Anales del sistema sanitario de Navarra, 37(1), pp. 139-145.
  • Ferraz-Torres, M.; Belzunegui-Otano, T.; Marín-Fernández, B.; Martínez-García, O.; Jiménez-Fábregas, X. (2014) Diferencias según sexo en el tratamiento y la evolución de los pacientes afectados de síndrome coronario agudo en Navarra. Anales del sistema sanitario de Navarra, 37(2), pp. 249-256.
  • Alberto, I., Coello Coello, C.A. y Mateo, P.M. A Comparative Study of Variation Operators used for Evolutionary Multi-Objective Optimization, Information Sciences, Vol. 273, pp. 33-48, 2014. DOI: 10.1016/j.ins.2014.03.042
  • Mallor, F., Guardiola, I.G. “The Weibull scheduling index for client driven manufacturing processes”. International Journal of Production Economics, 150, 2014, pp. 225-238. DOI: 10.1016/j.trb.2014.04.006
  • Galbete, A., Moler, J.A., and Plo, F., “A response-driven adaptive design based on the Klein urn”. Methodology and computing in applied probability. 16-3. Pág. 731-746, 2014
  • Moler, J.A., Plo, F., and Urmeneta, H. “Asymptotics in random recursive trees”. Journal of Mathematical Sciences. 196, 1, pg. 70-74, 2014.
  • Dominguez O, Juan A, Barrios B, Faulin J, Agustin A. Using Biased Randomization for Solving Two-dimensional Loading Vehicle Routing Problem with Heterogeneous Fleet. Annals of Operations Research, Vol 236 (2), pp. 383-404, 2014. DOI: 10.1007/s10479-014-1551-4
  • Guardiola, I., León, T., Mallor, F. “A functional approach to monitor and recognize patterns of daily traffic profiles”. Transportation Research Part B, vol. 65, pág. 119-136. 2014. DOI: 10.1016/j.trb.2014.04.006
  • León T., Ramón N., Ruiz JL, Sirvent I, 2014, Using Induced Ordered Weighted Averaging (IOWA) operators for aggregation in cross-eficiency evaluations, International Journal of Intelligent Systems, 29:1100- 1116.
  • Paniello, I., Math, B. “Marginal distributions of genetic coalgebras” J. Math, B. (2014) nº 68, 1071-1087.  DOI 10.1007/s00285-013-0663-9
  • Qiu, D.; Urmeneta, H.; Volodin, A. Complete moment convergence for weighted sums of sequences of independent random elements in Banach spaces. Collectanea Mathematica: Seminario Matemático de Barcelona 2014; 65(2): 155-167.   
  • Vinué G, León T., Alemany S.; Ayala G. 2014, Looking for representative fit models for apparel sizing, Decision Support Systems, 57: 22- 33.


  • Belzunegui, T.; Gradín, C.; Fortún, M.; Cabodevilla, A.; Barbachano, A.; Sanz, J.A. (2013) Major Trauma Registry of Navarre (Spain): The accuracy of different survival prediction models. American Journal of Emergency Medicine 31(9), pp. 1382-1388
  • Belzunegui-Otano, T.; Fortun-Moral, M.; Reyero-Diez, D.; Teijeira-Alvarez, R. (2013) Implementation of the first Spanish population-based register for multiple-injury cases in Navarre. Emergencias 25(3), pp. 196-200.
  • Belzunegui, T. (2013) Sobre la aplicación informática 'Geolocalización de caseríos de Baztan en la atención de Emergencia. Anales del sistema sanitario de Navarra, 36(2), pp. 323-324
  • Abascal, E., Díaz de Rada, V., García-Lautre, I. and Landaluce, I. “Extending Dual Multiple Factor Analysis to categorical tables”. Journal of Applied Statistics. Vol. 40, Issue 2, pág. 415-428. 2013
  • Guardiola, I., Mallor, F., (2013) A Nonparametric Method for Detecting Unintended Electromagnetic Emissions, IEEE Transactions on Electromagnetic Compatibility, vol  55, 58-65. DOI: 10.1109/TEMC.2012.2203602
  • Lahoz,D.; Lacruz,B.; Mateo,P. M.A multi-objective micro genetic ELM algorithm. Neurocomputing,111, 90-103. 2013. DOI: 10.1016/j.neucom.2012.11.035
  • León T., Liern V., 2013, A fuzzy framework to explain musical tuning in practice, Fuzzy Sets and Systems, 214: 51- 64.
  • Moler, J.A., Plo, F., and Urmeneta, H. “Limit laws for a family of random circuits”. Test. Vol. 22, nº 1, pg 46-61, 2013


  • Azcárate, C., Mallor, F., Barado, J. (2012).  “Calibration of a decision-making process in a simulation model by a bicriteria optimization problem”.  Proceedings of Winter Simulation Conference C. Laroque, J. Himmelspach, R. Pasupathy, O. Rose and A.M. Uhrmacher, eds, 2012 IIEEE, 782-791. DOI: 10.1097/CCM.0b013e3182374828   
  • Díez, D.R., Otano, T.B., Bermejo Fraile, B., (...), Ramírez, J.R., Sucunza, A.E. (2012) Use of a structural deformity index as a predictor of severity among trauma victims in motor vehicle crashes. Journal of Emergency Medicine 43(1), pp. 19-28
  • Belzunegui Otano, T., Teijeira Álvarez, R., Reyero Díez, D., Oteiza Olaso, J. (2012) Severe multiple injuries after suicide attempts: Population-based epidemiologic study in Navarre, Spain, between 2004 and 2005. Emergencias 24(3), pp. 208-210
  • Abascal, E., Díaz de Rada, E., García-Lautre, I. and Landaluce, I. “Facte to face and telephone surveys in terms of sampling representativeness: a multidimensional analysis” Quality & Quantity. International Journal of Methodology. Vol 46, nº 1 pág. 303-313. 2012
  • Abascal, E., Díaz de Rada, E., García-Lautre, I. and Landaluce, I. “A comparison of two methods of data collection using multidimensional analysis”. Revista Internacional de Sociología (RIS), vol. 70, nº 3, pág. 511-532. ISSN: 0034-9712 e ISSN: 1988-429X. Septiembre-diciembre 2012
  • A. Agustín, A. Alonso-Ayuso, L. Escudero, C. Pizarro. On Air Traffic Flow Management with Rerouting. Part I: Deterministic case. European Journal Operational Research, Vol 219 (1) pp 156- 166, 2012. DOI: 10.1016/j.ejor.2011.12.021
  • A. Agustín, A. Alonso-Ayuso, L. Escudero, C. Pizarro. On Air Traffic Flow Management with rerouting. Part II: Stochastic case. European Journal Operational Research, Vol 219 (1) pp 167-177, 2012. DOI: 10.1016/j.ejor.2011.12.032
  • Azcárate A., Blanco R., Mallor F., Garde R., Aguado M., “Peaking strategies for the management of wind-H2 energy systems,” Renewable Energy, vol. 47, pp. 103–111, Nov. 2012. DOI: 10.1016/j.renene.2012.04.016.
  • Ballestín, F., Mallor, F., Mateo, M. “Production scheduling in a market-driven foundry: a mathematical programming approach versus a project scheduling metaheuristic algorithm”. Optimization and Engineering. Volumen 13, 663-687, 2012. DOI: 10.1007/s11081-011-9157-z
  • Mateo, P.M. y Alberto, I. A Mutation Operator based on Pareto Ranking for Multi-Objective Evolutionary Algorithms, Journal of Heuristics, Vol. 18 (1), pp. 53-89, 2012.

Book chapters

  • Mateo P., Mallor F., A GRASP Algorithm for Scheduling Emergency Room Physicians. Metaheuristics: proceeding of the MIC and MAEB 2017 conferences. pp. 6 - 8. 2017. ISBN 978-84-697-4275-1
  • Mallor F., Azcárate C., Barado J.  Esparza L. Optimal bed-control in an ICU when elective surgery patient's arrivals are known. A simulation-based optimization approach. Conference: 2015 International Conference on Industrial Engineering and Systems Management (IESM), Year: 2015, Page 255-261. DOI: 10.1109/IESM.2015.7380167
  • Mallor, F., Azcárate, C., Esparza, L., Barado, J. "Optimal bed-control in an ICU when elective surgery patient’s arrivals are known. A simulation-based optimization approach”. Proceedings of 2015 International Conference on Industrial Engineering and System Management. Editorial IESME. Pag. 255-260, 2015. DOI: 10.1109/IESM.2015.7380167
  • Azcarate, C., Barado, J. Mallor, F. (2012). “Sensitivity analysis in bed capacity studies including the medical staff’s decision making”. Proceedings of the 2nd International Conference on Simulation and Modelling Methodologies, Technologies and Applications. Capítulo de libro pp. 548-555. EID: 2-s2.0-84867697324
  • Azcarate, C., Mallor, F., Barado, J. (2012). “Calibration of a decision-making process in a simulation model by a bicriteria optimization problem”. Published in: Proceedings of the 2012 Winter Simulation Conference. DOI: 10.1109/WSC.2012.6465078
  • Flournoy, N., Galbete, A., Moler, J. A. y Plo, F. “Randomization based inference for the drop-the-loser rule”. En: MODA10- advances in Model-oriented Design and Analysis. Physica-Verlag—Springer.  Contributions to Statistics. Pg. 81-90, 2013
  • Echerverría, F., Mallor, F., San Miguel, U. Design exploration prior to blade multi-disciplinary optimisation. urnal of Physics: Conference Series, Volume 1037, Issue 4, 19 June 2018, Article number 042014
  • Azcárate, C., Mallor, F. and Blanco R. “Influence of probabilistic wind forecast accuracy in the operative management of renewable energy systems with storage”. En: SESDE. 2014, pág. 40-44.         EID: 2-s2.0-84931863328
  • Azcárate, C., Mallor, F., Les, I. “Simulation of home activities to analyze household electricity consumption”. 3nd International Workshop on Simulation for Energy, Sustainable Development and Environment. Editoial SESDE. Pág. Inicial: 126 final 130, 2015.         EID: 2-s2.0-84960853848
  • Mallor, F., Moler, J.A. and Urmeneta, H. “Electricity consumption patterns in households”. En: SESDE. 2014, pág. 45–49.         EID: 2-s2.0-84931827856
  • A. Gil del Val, B. Sawik, A. Agustín, J. Faulin, P.M. Diéguez (2017). A SPC Strategy for Decision Making in Manufacturing Processes. DMMS 2017 Conference Proceeding, pp 87-95, ISBN: 978-62218-57-8
  • A. Juan, H. Lourenço, M. Mateo, A. Grasas, A. Agustín (2012). Combinando Randomización Sesgada y Búsqueda Local Iterativa para problemas Flow-Shop. Proceeding VIII MAEB, pp 779-784, ISBN: 978-84-615-6931-1
  • Sirvent I., León T., 2014, Cross-Efficiency in Fuzzy Data Envelopment Analysis (FDEA): Some Proposals. In Performance Measurement with Fuzzy Data Envelopment Analysis, Studies in Fuzziness and Soft Computing 309, (A. Emrouznejad and M. Tavana, Eds.) Springer-Verlag, pp.101 – 116, Berlin Heidelberg (ALEMANIA) ISBN: 978-3-642-41371-1
  • León T.; Liern V., 2012, Mathematics and Soft Computing in Music, In Soft Computing in Humanities and Social Sciences. Title: Studies in Fuzziness and Soft Computing, Springer-Verlag, vol 273, pp. 451-465, (ALEMANIA) ISBN: 978-3-642-24671-5