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Scientific articles

Hirata, Y., Amigó, J.M., Horai, S., Ogimoto, K., Aihara, K. (2021) «Forecasting wind power ramps with prediction coordinates», Chaos, 31 (10) : 103105

Yoshito  Hirata, Shunsuke Horai, Kazuhiko Ogimoto, Kazuyuki Aihara (Institute of Industrial Science, The University of Tokyo) and José María Amigó (Universidad Miguel Hernández de Elche)
Abstract: To the best of our knowledge, the method of prediction coordinates is the only forecasting method in nonlinear time series analysis that explicitly uses the stochastic characteristics of a system with […]

By salonso, ago

Amigó, J.M., Giménez, A., Martínez-Bonastre, O., Valero, J. (2021) «Internet congestion control: From stochastic to dynamical models», Stochastics and Dynamics, 21 (3):2140009

José María Amigó, Ángel Giménez. Óscar Martínez and José Valero (Universidad Miguel Hernández de Elche)
Abstract: Since its inception, control of data congestion on the Internet has been based on stochastic models. One of the first such models was Random Early Detection. Later, this model was reformulated as a dynamical system, with the average queue sizes […]

By salonso, ago

Hernández, A., Amigó, J.M. (2021) «The Need for More Integration Between Machine Learning and Neuroscience», Nonlinear Dynamics, Chaos, and Complexity, Springer, 9-19

Adrián Hernández and José María Amigó (Universidad Miguel Hernández de Elche)
Abstract: Neuroscience and machine learning are two interrelated fields with obvious synergies. In recent years we have seen profound advances in these fields and in the integration between them. However, there remain challenges for a greater integration between the two disciplines. In this chapter we […]

By salonso, ago

Galarza, M., Etus, V., Sosa, F., Argañaraz, R., Mantese, B., Gazzeri, R., Montoya, C.G., de la Rosa, P., Guerrero, A.L., Chaban, G., Giménez, Á., Amigó, J.M. (2021) «Flow ventricular catheters for shunted hydrocephalus: initial clinical results», Child’s Nervous System, 37 (3):903–911

Marcelo Galarza, Pedro de la Rosa, Antonio López Guerrero (Hospital Virgen de la Arrixaca, Murcia), Volkan Etüş (Kocaeli Üniversitesi, Kocaeli, Turkey), Fidel P. Sosa (Hospital Aleman, Buenos Aires, Argentina), Romina Argañaraz, Beatriz Elida  Mantese (Department of Neurosurgery, Hospital Nacional de Pediatría J. Garrahan, Buenos Aires, Argentina), Roberto Gazzeri (Department of Neurosurgery, San Giovanni Addolorata Hospital, Rome, Italy), Crhistian Garcia […]

By salonso, ago

Alcaraz, J., Anton-Sanchez, L., Aparicio, J., Monge, J.F., Ramón, N. (2021) «Russell Graph efficiency measures in Data Envelopment Analysis: The multiplicative approach», European Journal of Operational Research, 28 (3) : 646-671

Javier Alcaraz,  Laura Antón,  Juan Aparicio, Juan Francisco Monge, and Nuria Ramón(Universidad Miguel Hernández de Elche)
Abstract: The measurement of technical efficiency is a topic of great interest. Since the beginning, many researchers have developed new approaches to gauge technical efficiency, mainly in the non-parametric area of Data Envelopment Analysis (DEA). However, the first measures in […]

By salonso, ago

Jiménez-Hernández, D., González-Calatayud, V., Martínez-Mayoral, M.A., Morales, J. (2021) “Improving the digital competence of future secondary school teachers: An experience at Miguel Hernández University | La mejora de la competencia digital de los futuros docentes de secundaria: una experiencia en la Universidad Miguel Hernández”, Aloma, 39 (2):53–62

David Jiménez-Hernández (Universidad Nacional de Educación A Distancia), Víctor González-Calatayud (Universidad de Murcia)  and Asunción Martínez, Javier Morales (Center of Operations Research, Miguel Hernández University, Elche)
Abstract: Digital competence is one of the key competences in the education system. For students to develop this competence successfully, teachers must also have acquired it. To this end, initial […]

By salonso, ago

Barrachina, J., Muriel, J., Margarit, C., Planelles, B., Ballester, P., Richart-Martínez, M., Cutillas, E., Zandonai, T., Morales, D., Peiró, A.M. (2021) «Global Pain State questionnaire: reliability, validity, and gender gap», Archives of Internal Medicine Research, 4 (2): 84-106

Jordi Barrachina, Javier Muriel, Cesar Margarit, Beatriz Planelles, Pura Ballester (Neuropharmacology on Pain and Functional Diversity, Institute of Health and Biomedical Research of Alicante), Miguel Richart-Martínez(Department of Nursing, Faculty of Health Sciences, University of Alicante), Esperanza Cutillas (Occupational Observatory, Miguel Hernández University of Elche), Thomas Zandonai (Department of Clinical Pharmacology, Paediatrics and Organic Chemistry, Miguel […]

By salonso, ago

Burgard, J.P., Krause, J., Münnich, R., Morales, D. (2021) “l2-Penalized temporal logit-mixed models for the estimation of regional obesity prevalence over time”, Statistical Methods in Medical Research, 30 (7):1744–1768

Jan Pablo Burgard, Joscha Krause, Ralf Thomas Münnich (Department of Economic and Social Statistics, Trier University) and Domingo Morales (Operations Research Center, University Miguel Hernández of Elche) 
Abstract: Obesity is considered to be one of the primary health risks in modern industrialized societies. Estimating the evolution of its prevalence over time is an essential element of public […]

By salonso, ago

Ballester-Navarro, P., Martínez-Madrid, M.J., Javaloyes-Sanchís, A., Belda-Cantó C., Aguilar V., Inda M.-D.-M., Richdale A.L., Muriel J., Morales, D., Peiró, A.M. (2021) «Interplay of circadian clock and melatonin pathway gene variants in adults with autism, intellectual disability and sleep problems», Research in Autism Spectrum Disorders, 81:101715

Pura Ballester, María Del Mar Inda, Javier Muriel, Ana M. Peiró (Neuropharmacology on Pain (NED), Alicante Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation)), María José Martínez Madrid (Chronobiology Laboratory, University of Murcia), Auxiliadora Javaloyes Sanchís (EDUCATEA, Education Center for Children and Adolescents with Autism, Mental Health Problems and Behavioural Disorders, Alicante), César Belda Cantó […]

By salonso, ago

Esteban, M.D., Lombardía, M.J., López-Vizcaíno, E., Morales, D., Pérez, A., (2020) «Correction to: Small area estimation of proportions under area-level compositional mixed models (TEST, (2020), 29, 3, (793-818), 10.1007/s11749-019-00688-w)», Test, 30(2) : 527-528

María Dolores Esteban, Domingo Morales (Operations Research Center, University Miguel Hernández of Elche), María José Lombardía (CITIC, Universidade da Coruña), María Esther López-Vizcaíno (Instituto Galego de Estatística, Santiago de Compostela) and Agustín Pérez (Departments of Economic and Financial Studies, University Miguel Hernández of Elche) 
Abstract: The article Small area estimation of proportions under area-level compositional mixed […]

By salonso, ago