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个人简介
My research has been characterized by the combination of methodological developments (such as multivariate spatial and spatio-temporal modelling, and combining machine learning techniques with efficiency and productivity) and practical applications (in Biomedical and Agronomy fields). As a result of this research, based on WOS, I am a co-author of 104 publications, which have been cited by 1,009 documents, with an h-index of 20. According to Scopus, I have 67 papers cited by 984 documents with an h-index of 19, while Google Scholar reports 1,938 citations with an h-index of 24 and i10-index of 41.
In addition, I am a co-author of seven international book chapters and several Spanish chapters, as well as various articles in Spanish scientific journals indexed in Dialnet. I have also participated in conferences, workshops, etc., nine of which I was invited to, and have delivered a total of 48 oral presentations and created 244 posters. My research was supported by 37 research projects (six of which I was the PI), including two European, 14 national, and 12 regional projects, as well as 10 competitive internal grants from my university. The total funding from these grants exceeds one million euros.
The Spanish Agency for Quality Assessment and Accreditation (ANECA) has recognized two periods of quality research (2008-2013, 2014-2019). Another facet of my research has been knowledge transfer. Though many of my articles can also be considered societal transfers, I have completed a total of 18 contracts (six as PI) and 10 services, amounting to close to 500,000 euros.
I have co-supervised one PhD student and am currently supervising three more. I have also supervised 67 MSc theses and 17 undergraduate theses.
Additionally, I have taught more than 150 ECTS at the undergraduate level and 164 ECTS in various Master's programs, not only at Miguel Hernández University but also at the University of Valencia. I have been deeply involved in promoting Biostatistics, being part of the Biostatnet network since its inception, and as an active member of the Spanish Region of the International Biometric Society (IBS). In fact, I served as the treasurer of this Society from 2014 to 2019, and was part of its board from 2014 till 2019 and again from 2021 to 2025. I am also a member of the Representative Council of the IBS (2021-06/30/2025).
I have been instrumental in the establishment of two research groups: Valencia Bayesian Research group (http://vabar.es) and Statistical Modeling Ecology group (http://smeg-bayes.org), and I am currently the head of the research group “Statistical methods applied in agriculture, life sciences, and education” at my University and Head of the Statistical Methods in Health Sciences UMH-FISABIO.
I have peer-reviewed for 27 journals and am currently (2021-2024) the statistical editor for the journal “Public Health Nutrition” (Q2-T1). I am a member of several thesis committees and currently serve as Deputy Vice-Rector for Research (2011-2015,2015-2019,2019-2023) at Miguel Hernández University. I have also been a part of the organizing and scientific committees of various national and international workshops and conferences.
In regards to my significant achievements, they can be divided into methodological papers and applied papers (stemming from my knowledge transfer activity). I want to highlight my Bayesian spatio-temporal contributions (as the corresponding author) in articles such as “Modelling the presence of disease under spatial misalignment using Bayesian latent Gaussian models”, “A Bayesian spatial hierarchical models for the study of bioclimatic indices”, “Multivariate Bioclimatic indices modelling: A co-regionalised approach”, and “Incorporating biotic information in species distribution models: A co-regionalised approach”. All of these were published in T1 journals with a common thread of spatio-temporal hierarchical Bayesian models, always aimed at problem-solving through proposed methodologies.
The multivariate paper won the award for the best poster at the Statistical Modelling meeting in 2010 and the misalignment paper was cited by the R-INLA software owners in their latest review. These papers would not have been possible without the continuous competitive grants obtained through the VaBar group in public calls. Other methodological contributions include "eat: An R Package for fitting Efficiency Analysis Trees" and "Estimating production functions through additive models based on regression splines", both of which resulted from a Ph.D. student I co-supervised with Professor Juan Aparicio, representing a synergy between Statistics and Operations Research areas.
研究兴趣
论文共 149 篇作者统计合作学者相似作者
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Primary care diabetes (2024)
Kristina Polotskaya, Carlos S. Muñoz-Valencia,Alejandro Rabasa,Jose A. Quesada-Rico,Domingo Orozco-Beltrán,Xavier Barber
Machine Learning and Knowledge Extractionno. 2 (2024): 1243-1262
Aquaculturepp.740917, (2024)
SCIENCE OF THE TOTAL ENVIRONMENT (2024): 168553-168553
J. Rosas Gómez de Salazar,A. Pons-Bas,J. M. Senabre-Gallego,C. Raya-Santos,J. C. Cortés-Quiroz,X. Barber,G. Santos Soler,J. A. Bernal, R. Gallego-Campuzano, L. Pons-Canet,J. A. García-Gómez
Scientific Abstracts (2024)
Luis Sánchez-Guillén,Cristina Lillo-García,Xavier Barber,César González-Mora,Mario Álvarez-Gallego,Argyrios Ioannidis, Stefan Clermonts,Alice Frontali, Roberto Saldaña,Julio Mayol,Gianluca Pellino
Landscape Ecologyno. 1 (2024): 1-14
EUROPEAN JOURNAL OF OPERATIONAL RESEARCHno. 2 (2024): 684-699
arXiv (Cornell University) (2023)
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作者统计
#Papers: 147
#Citation: 2206
H-Index: 23
G-Index: 38
Sociability: 7
Diversity: 3
Activity: 34
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