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Esteve, M., Rodriguez-Sala, J.J., Lopez-Espin, J.J., Aparicio, J. (2021) «Heuristic and Backtracking algorithms for improving the performance of Efficiency Analysis Trees», IEEE Access, 9:17421–17428, 9334981

Miriam Esteve, Jesús Javier Rodríguez, José Juan López and Juan Aparicio (Universidad Miguel Hernández de Elche) 
Abstract: In the literature of Economics, Engineering and Operations Research, the estimation of production frontiers is a current hot topic. Many parametric and nonparametric methodologies have been introduced for estimating technical efficiency of a set of units (for example, […]

Rodriguez Castro, D.Y., Zabala-Iturriagagoitia, J.M., Aparicio, J. (2021) «(Strategic groups in private higher education) | Grupos estratégicos en el sector privado de la educación superior», Educacion XX1, 24 (1) : 163–187

Dorys Yaneth Rodríguez-Castro,  Jon Mikel Zabala Iturriagagoitia (Universidad de Deusto) and Juan Aparicio (Universidad Miguel Hernández de Elche) 
Abstract: The goal of this paper is to characterize the institutional diversity of the private side of a higher education system. The classification techniques used in the literature have a propensity to compare private higher education institutions […]

Duran, G., Amigo, J.M., Gimenez, A., Valero, J., Bonastre, O.M. (2021) «Poster: Modeling Congestion Control using Petri Nets», 27th IEEE International Symposium on Local and Metropolitan Area Networks, LANMAN 2021, IEEE Workshop on Local and Metropolitan Area Networks, 2021: 9478802

José María Amigó, Guillermo Durán, Ángel Giménez, José Valero and Óscar Martínez (Universidad Miguel Hernández de Elche)
Abstract: Formal specification is an essential phase for the design of any network algorithm, including Active Queue Management (AQM) schemes. In this poster, we focus on modeling with Petri Nets (PN) a new scheme of AQM. Our AQM is based […]

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 […]

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 […]

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 […]

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 […]

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 […]

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 […]

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 […]