Affiliation
Full Professor
Deputy Director at the Center of
Operations Research (CIO)
Universidad Miguel Hernández
de Elche
Avda. de la Universidad s/n
3202 Elche
(Alicante)– Spain
Email: xbarber at umh point es
CV Summary
I am Dr. Xavier Barber, born in 1972 in Dénia, Spain, and I earned my PhD in Statistics in 2009. As a statistician, I am passionate about applying statistical methods to real-world challenges. You could say I’m a Bayesian enthusiast, though I also embrace frequentist techniques when they prove effective. Currently, my main research focus—both theoretical and applied—is on species distribution models in a broad sense, covering multivariate responses, values, extremes, and more. Additionally, as head of the joint UMH-FISABIO research unit, a significant portion of my research revolves around advanced statistical methods in health sciences.
Here is a summary of the most notable achievements from my recent academic work:
I have contributed to numerous papers published in international indexed journals, as well as in Spanish journals (some of them indexed), book chapters, and conference proceedings. Notably, I have developed or contributed to 59 indexed papers (WOS/SCOPUS). My research career began with a ‘Formación de Personal Investigador (FPI)’ grant (1997-2005), initially focused on Public Health, which led to early publications in journals such as BMC Cancer, Journal of Epidemiology and Community Health, and European Journal of Epidemiology. Later, my research transitioned to Agronomy and Food Technology at the Polytechnic School of Orihuela, where I remain actively engaged. My current research covers a wide range of topics, including Food Quality, Food Chemistry, Crops and Industrial Products, Soil Science, and Plant Analysis.
Between 2020 and 2022, I participated in ‘Valencia IA 4 Covid,’ a task force led by Dr. Nuria Oliver, which provided counsel to the Regional Government, leveraging Artificial Intelligence to combat Covid-19. Our team won the worldwide Xprize ‘Pandemic Response Challenge,’ and I have contributed multiple publications on this topic.
In the field of Bayesian Spatial Statistics, my work has been featured in journals such as Mathematics, JABES, SORT, and GeoSpatial Health. I have also presented over 30 papers at conferences (from a total of 235), including several invited talks.
I have been involved in over 20 research projects (with continuous funding since 2006) and research contracts, often as principal investigator. I am also a member of the National Network BIOSTATNET and the excellence AIDS Research Network, CIBER-Infecciosas.
In terms of knowledge transfer, I contributed to the establishment of the spin-off company Compostingreen S.L. and developed statistical software, including one created for Eurostat, which is used for predicting agricultural production across the EU. I have also worked on the ‘eat: efficiency analysis trees’ R-package, a valuable tool in my research field.
I was honored with the Best Poster Award at the International Workshop on Statistical Modelling 2010 for my thesis poster titled Geostatistical models for the study of bioclimatic indices. I have also received three UMH awards for Research Production.
My teaching experience dates back to 2004, covering undergraduate and postgraduate levels. Since 2018, I have served as an Associate Professor, and I have been invited to teach in over 20 postgraduate courses and subjects. I have also participated in various teaching activities at different institutions. In 2016 and 2022, I was awarded the Teaching Talent Award.
I have supervised one Ph.D. thesis and am currently supervising three more. Additionally, I have supervised 67 Master’s theses (58 in Secondary Education and nine in research master’s degrees), 11 Final Theses, one Erasmus+ Final Thesis, and five Final Degree Projects. I have also guided over 20 internship students.
My dedication to continuous improvement in teaching is evident in the publication of 11 teaching papers, my involvement in eight innovation projects (five as principal investigator), and the acquisition of a university expert title in Technological Innovation in Education. I have participated in more than 20 training courses and conferences. As a result, I have transitioned from being a learner to becoming an educator, now delivering training courses within the UMH-plan for teaching innovation.
In terms of university management, I have served as Deputy Vice Rector for Research from 2011 to the present (2011-2015, 2015-2019, 2019-2023). Since 2015, I have chaired the Animal Welfare Commission at UMH. Additionally, I serve as Secretary of the UMH Research Commission and as a member of the Doctoral Commission.
From 2014 to 2019, I was Treasurer of the Spanish Society of Biostatistics (Spanish region of the International Biometric Society) and have been a member of the Representative Council of the International Biometric Society (2021-2025). Currently, I am Deputy President of the “Representative Council” (2024-2025).
I am the head of the Joint Research Unit for advanced statistical methods in health sciences UMH-FISABIO and a member of the Valencia Bayesian Research Group.
Last publications
Sánchez-Guillén, L., Lozano-Quijada, C., Soler-Silva, Á., Hernández-Sánchez S., Barber, X. et al. A calculator for musculoskeletal injuries prediction in surgeons: a machine learning approach. Surg Endosc (2024). https://doi.org/10.1007/s00464-024-11237-4
Atalah, J., Ibañez, S., Aixalà, L., Barber, X., & Sánchez-Jerez, P. (2024). Marine heatwaves in the western Mediterranean: Considerations for coastal aquaculture adaptation. Aquaculture, 588, 740917.
Polotskaya, K., Muñoz-Valencia, C. S., Rabasa, A., Quesada-Rico, J. A., Orozco-Beltrán, D., & Barber, X. (2024). Bayesian Networks for the Diagnosis and Prognosis of Diseases: A Scoping Review. Machine Learning and Knowledge Extraction, 6(2), 1243-1262.
Rincon-Madroñero, M., Sánchez-Zapata, J. A., Barber, X., & Barbosa, J. M. (2024). Long-term vegetation responses to climate depend on the distinctive roles of rewilding and traditional grazing systems. Landscape Ecology, 39(1), 1-14.
Fernández-Gómez, L., Sánchez-Zapata, J. A., Donázar, J. A., Barber, X., & Barbosa, J. M. (2023). Ecosystem productivity drives the breeding success of an endangered top avian scavenger in a changing grazing pressure context. Science of The Total Environment, 168553.
España, V. J., Aparicio, J., Barber, X., & Esteve, M.. Estimating production functions through additive models based on regression splines. European Journal of Operational Research 2023; 312(2); 648-699.
Rocha, D. R., Barber, X., Jordán-Vidal, M. M., Urbano, A., Melquiades, F. L., Thomaz, E. L., & Mataix-Solera, J. (2022). Multivariate Analysis with XRD Data as a Fingerprinting Technique to Study Burned Soils. Minerals, 12(11), 1402.
Gomis M.P., Pérez-Murcia M.D., Barber X., Martínez-Sabater E., Moral R., Bustamante M.Á..Development and Validation of Alternative Palm-Derived Substrates for Seedling Production.Agronomy 2022 1210.3390/agronomy12061377
Esteve, M., España, V., Aparicio, J., & Barber, X. (2022). eat: An R Package for fitting Efficiency Analysis Trees. R JOURNAL, 14(3), 249-281.
Pérez-Murcia M.D., Martínez-Sabater E., Domene M.A., González-Céspedes A., Bustamante M.A., Marhuenda-Egea F.C., Barber X., López-Lluch D.B., Moral R..Role of proteins and soluble peptides as limiting components during the co-composting of agro-industrial wastes.Journal of Environmental Management 2021 30010.1016/j.jenvman.2021.113701
Barber, X., Falcó, A., & Martinez-Garcia, M. (2022). On the Probabilistic Extension of the Classical Epidemiological Compartmental Model. In Nonlinear Dynamics and Complexity: Mathematical Modelling of Real-World Problems (pp. 175-200). Cham: Springer International Publishing.
Martinez-Garcia M., Rabasa A., Barber X., Polotskaya K., Roomp K., Oliver N..Key factors affecting people’s unwillingness to be confined during the COVID-19 pandemic in Spain: a large-scale population study.Scientific Reports 2021 1110.1038/s41598-021-97645-1
López-Rodríguez-Arias F., Sánchez-Guillén L., Aranaz-Ostáriz V., Triguero-Cánovas D., Lario-Pérez S., Barber-Valles X., Lacueva F.J., Ramirez J.M., Arroyo A..Effect of home-based prehabilitation in an enhanced recovery after surgery program for patients undergoing colorectal cancer surgery during the COVID-19 pandemic.Supportive Care in Cancer 2021 2910.1007/s00520-021-06343-1
Herlin M., Sánchez-Pérez I., Esteban J., Korkalainen M., Barber X., Finnilä M.A.J., Hamscher G., Joseph B., Viluksela M., Håkansson H..Bone toxicity induced by 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) and the retinoid system: A causality analysis anchored in osteoblast gene expression and mouse data.Reproductive Toxicology 2021 10510.1016/j.reprotox.2021.07.013
Guilabert F.J., Barber X., Pérez-Murcia M.D., Agulló E., Andreu-Rodríguez F.J., Moral R., Bustamante M.Á..Management of green waste streams from different origins: Assessment of different composting scenarios.Agronomy 2021 1110.3390/agronomy11091870
López-Rodríguez-arias F., Sánchez-Guillén L., Lillo-García C., Aranaz-Ostáriz V., Alcaide M.J., Soler-Silva Á., Soriano-Irigaray L., Barber X., Arroyo A..Assessment of body composition as an indicator of early peripheral parenteral nutrition therapy in patients undergoing colorectal cancer surgery in an enhanced recovery program.Nutrients 2021 1310.3390/nu13093245
Sánchez-Guillén L., Soriano-Irigaray L., López-Rodríguez-arias F., Barber X., Murcia A., Alcaide M.J., Aranaz-Ostáriz V., Soler-Silva Á., Navarro-Ruiz A., Arroyo A..Effect of early peripheral parenteral nutrition support in an enhanced recovery program for colorectal cancer surgery: A randomized open trial.Journal of Clinical Medicine 2021 1010.3390/jcm10163647
Barber X., García-Gómez J.A., Martínez-Vidal M.P., Álvarez-Cienfuegos A..Reply letter: Benefits of the Bayes factor in rheumatology research [Carta de réplica: beneficios del factor Bayes en la investigación de reumatología].Revista Colombiana de Reumatologia 2021 2810.1016/j.rcreu.2021.04.004
Barber X., Conesa D., López-Quílez A., Martínez-Minaya J., Paradinas I., Pennino M.G..Incorporating biotic information in species distribution models: A coregionalized approach.Mathematics 2021 910.3390/math9040417
Aguilar-Martinez M.D.M., Sanchez-Guillen L., Barber-Valles X., Alcaide-Quiros M.J., Bosch-Ramirez M., Lopez-Delgado A., Tozer P., Arroyo A..Long-term Evaluation of Fistulotomy and Immediate Sphincteroplasty as a Treatment for Complex Anal Fistula.Diseases of the Colon and Rectum 2021 10.1097/DCR.0000000000001800
Oliver N., Barber X., Roomp K., Roomp K..Assessing the impact of the COVID-19 pandemic in Spain: Large-scale, online, self-reported population survey.Journal of Medical Internet Research 2020 2210.2196/21319
Arroyo A., Sánchez-Guillén L., Parra P.A., García-Catalá L., Peña-Ros E., Ferrer-Márquez M., Nofuentes Riera C., Barber-Valles X., Romero-Simó M..Photodynamic Therapy for the Treatment of Complex Anal Fistula.Lasers in Surgery and Medicine 2020 5210.1002/lsm.23162
Barber X., Conesa D., López-Quílez A., Morales J..Multivariate Bioclimatic Indices Modelling: A Coregionalised Approach.Journal of Agricultural, Biological, and Environmental Statistics 2019 2410.1007/s13253-018-00345-z
Senabre Gallego J.M., Rosas J., Marco-Mingot M., García-Gómez J.A., Santos-Soler G., Salas-Heredia E., Pons-Bas A., Barber-Vallés X., Bernal-Vidal J.A., Cano-Pérez C., García-Carrasco M., Flores-Pardo E., AIRE-MB Group.Clinical relevance of monitoring serum adalimumab levels in axial spondyloarthritis.Rheumatology International 2019 10.1007/s00296-019-04288-7
Lantos P.M., Maradiaga-Panayotti G., Barber X., Raynor E., Tucci D., Hoffman K., Permar S.R., Jackson P., Hughes B.L., Kind A., Swamy G.K..Geographic and Racial Disparities in Infant Hearing Loss.Otolaryngology - Head and Neck Surgery (United States) 2018 15910.1177/0194599818803305
Masiá M., Padilla S., Moreno S., Barber X., Iribarren J.A., Del Romero J., Gómez-Sirvent J.L., Rivero M., Vidal F., Campins A.A., Gutiérrez F., Cohorte de la Red de Investigacion en Sida (CoRIS).Prediction of long-term outcomes of HIV-infected patients developing non-AIDS events using a multistate approach.PLoS ONE 2017 1210.1371/journal.pone.0184329
Barber X., Conesa D., López-Quílez A., Mayoral A., Morales J., Barber A..Bayesian hierarchical models for analysing the spatial distribution of bioclimatic indices.SORT 2017 4110.2436/20.8080.02.60
Masiá M., Padilla S., Fernández M., Barber X., Moreno S., Iribarren J.A., Portilla J., Peña A., Vidal F., Gutiérrez F..Contribution of Oxidative Stress to Non-AIDS Events in HIV-Infected Patients.Journal of Acquired Immune Deficiency Syndromes 2017 7510.1097/QAI.0000000000001287
Rosas J., Llinares-Tello F., Senabre-Gallego J.M., Barber-Vallés X., Santos-Soler G., Salas-Heredia E., Bas A.P., Pérez C.C., Carrasco M.G., Betoret M.L., Mingot M.M., García J.M., Ramírez C.S., Selfa M.S..Obesity decreases clinical efficacy and levels of adalimumab in patients with ankylosing spondylitis.Clinical and Experimental Rheumatology 2017 35
Noguera-Artiaga L., Lipan L., Vázquez-Araújo L., Barber X., Pérez-López D., Carbonell-Barrachina ÁA..Opinion of Spanish Consumers on Hydrosustainable Pistachios.Journal of food science 2016 8110.1111/1750-3841.13501
Marín-Martínez R., Barber X., Cabrera-Vique C., Carbonell-Barrachina Á.A., Vilanova E., García-Hernández V.M., Roche E., Garcia-Garcia E..Aluminium, nickel, cadmium and lead in candy products and assessment of daily intake by children in Spain.Food Additives and Contaminants: Part B Surveillance 2016 910.1080/19393210.2015.1131753
Barber X., Conesa D., Lladosa S., López-Quílez A..Modelling the presence of disease under spatial misalignment using Bayesian latent Gaussian models.Geospatial Health 2016 1110.4081/gh.2016.415
Masiá M., Padilla S., Barber X., Sanchis M., Terol G., Lidón F., Gutiérrez F..Comparative impact of suppressive antiretroviral regimens on the CD4/CD8 T-cell ratio: A cohort study.Medicine (United States) 2016 9510.1097/MD.0000000000003108 Gullon B., Pintado M.E., Barber X., Fernández-López J., Pérez-Álvarez J.A., Viuda-Martos M..Bioaccessibility, changes in the antioxidant potential and colonic fermentation of date pits and apple bagasse flours obtained from co-products during simulated in vitro gastrointestinal digestion.Food Research International 2015 7810.1016/j.foodres.2015.10.021
Ruiz-Navajas Y., Viuda-Martos M., Barber X., Sendra E., Perez-Alvarez J.A., Fernández-López J..Effect of chitosan edible films added with Thymus moroderi and Thymus piperella essential oil on shelf-life of cooked cured ham.Journal of Food Science and Technology 2015 5210.1007/s13197-015-1733-3
Viuda-Martos M., Barber X., Pérez-Álvarez J.A., Fernández-López J..Assessment of chemical, physico-chemical, techno-functional and antioxidant properties of fig (Ficus carica L.) powder co-products.Industrial Crops and Products 2015 6910.1016/j.indcrop.2015.03.005
Trigueros L., Barber X., Sendra E..Conjugated linoleic acid content in fermented goat milk as affected by the starter culture and the presence of free linoleic acid.International Journal of Dairy Technology 2015 6810.1111/1471-0307.12177
Martin-Mata J., Marhuenda-Egea F.C., Moral R., Torres-Climent A., Martínez-Sabater E., Paredes C., Barber X., Morales J..Characterization of Dissolved Organic Matter from Sewage Sludge using 3D-Fluorescence Spectroscopy and Chemometric Tools.Communications in Soil Science and Plant Analysis 2015 4610.1080/00103624.2014.988590
Torres-Climent A., Martin-Mata J., Marhuenda-Egea F., Moral R., Barber X., Perez-Murcia M.D., Paredes C..Composting of the Solid Phase of Digestate from Biogas Production: Optimization of the Moisture, C/N Ratio, and pH Conditions.Communications in Soil Science and Plant Analysis 2015 4610.1080/00103624.2014.988591