Research and publications
Titles and bibliographic records are retained in their original language. Citation counts were consulted on 11 September 2026; duplicate records are not added together.
Artificial Intelligence and Decision Making
- Machine learning applied to global scale species distribution models — 2025.
- Estimating production functions through additive models based on regression splines — 2024.
- An adaptation of Random Forest to estimate convex non-parametric production technologies: an empirical illustration of efficiency measurement in education — 2025.
- eat: An R Package for fitting Efficiency Analysis Trees — 2022.
- Estimating production technologies using multi-output adaptive constrained enveloping splines — 2025.
- BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients — 2020.
- Bayesian Networks for the Diagnosis and Prognosis of Diseases: A Scoping Review — 2024.
- Concordance Between Clinical Practice Recommendations Generated by Generative Artificial Intelligence and the Vía RICA 2026 Enhanced Recovery Guideline: A Proof-of-Concept Study Using a Closed Evidence Corpus — 2026.
- A calculator for musculoskeletal injuries prediction in surgeons: a machine learning approach — 2024.
- Discovering HIV related information by means of association rules and machine learning — 2022.
- UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays — 2020.
Spatial and Spatio-temporal Statistics
Modelling the presence of disease under spatial misalignment using Bayesian latent Gaussian models — Barber, Conesa, Lladosa and López-Quílez; Geospatial Health. 2016.
Spatial & environmental statistics 17 citations
Multivariate Bioclimatic Indices Modelling: A Coregionalised Approach — Barber, Conesa, López-Quílez and Morales; Journal of Agricultural, Biological and Environmental Statistics. 2019.
Spatial & environmental statistics 4 citations
Incorporating Biotic Information in Species Distribution Models: A Coregionalized Approach — Barber et al.; Mathematics. 2021.
Spatial & environmental statistics 15 citations
Bayesian feedback in the framework of ecological sciences — Figueira et al.; Ecological Informatics. 2024.
Spatial & environmental statistics 9 citations
Machine learning applied to global scale species distribution models — Fuster-Alonso et al.; Scientific Reports. 2025.
Artificial Intelligence Spatial & environmental statistics 14* citations
Marine heatwaves in the western Mediterranean: Considerations for coastal aquaculture adaptation — Atalah, Ibañez, Aixalà, Barber and Sánchez-Jerez; Aquaculture. 2024.
Spatial & environmental statistics 36 citations
Efficiency and Productivity Analysis
Estimating production functions through additive models based on regression splines — España, Aparicio, Barber and Esteve; European Journal of Operational Research, 312(2), 684–699. 2024.
Artificial Intelligence Efficiency & productivity 33 citations
An adaptation of Random Forest to estimate convex non-parametric production technologies: an empirical illustration of efficiency measurement in education — España, Aparicio and Barber; International Transactions in Operational Research, 32(5), 2523–2546. 2025.
Artificial Intelligence Efficiency & productivity 14 citations
eat: An R Package for fitting Efficiency Analysis Trees — Esteve, España, Aparicio and Barber; The R Journal, 14(3), 249–281. 2022.
Artificial Intelligence Efficiency & productivity 9 citations
Estimating production technologies using multi-output adaptive constrained enveloping splines — España, Aparicio and Barber; Computers & Operations Research, article 107242. 2025.
Artificial Intelligence Efficiency & productivity 5 citations
Selected Highly Cited and Interdisciplinary Work
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients — de la Iglesia Vayá et al.; arXiv:2006.01174. 2020.
Artificial Intelligence Preprint · Dataset resource 304 citations
Assessing the Impact of the COVID-19 Pandemic in Spain: Large-Scale, Online, Self-Reported Population Survey — Oliver, Barber, Kirsten Roomp and Kristof Roomp; Journal of Medical Internet Research, 22(9), e21319. 2020.
155* citations
Assessment of chemical, physico-chemical, techno-functional and antioxidant properties of fig (Ficus carica L.) powder co-products — Viuda-Martos, Barber, Pérez-Álvarez and Fernández-López; Industrial Crops and Products, 69, 472–479. 2015.
134 citations
Esophageal cancer risk by type of alcohol drinking and smoking: a case-control study in Spain — Vioque et al.; BMC Cancer, 8, 221. 2008.
123 citations
Effect of home-based prehabilitation in an enhanced recovery after surgery program for patients undergoing colorectal cancer surgery during the COVID-19 pandemic — López-Rodríguez-Arias et al.; Supportive Care in Cancer, 29, 7785–7791. 2021.
103 citations
Bayesian Networks for the Diagnosis and Prognosis of Diseases: A Scoping Review — Polotskaya et al.; Machine Learning and Knowledge Extraction, 6(2), 1243–1262. 2024.
Artificial Intelligence 75 citations
Further Artificial Intelligence Publications
Concordance Between Clinical Practice Recommendations Generated by Generative Artificial Intelligence and the Vía RICA 2026 Enhanced Recovery Guideline: A Proof-of-Concept Study Using a Closed Evidence Corpus
Moral, A.; Arroyo, A.; Aparicio, J.; Barber, X. 2026. Machine Learning and Knowledge Extraction, 8(9), 256.
Artificial Intelligence
A calculator for musculoskeletal injuries prediction in surgeons: a machine learning approach
Sánchez-Guillén, L., et al. 2024. Surgical Endoscopy, 38, 6577–6585.
Artificial Intelligence
Discovering HIV related information by means of association rules and machine learning
Araujo, L.; Martinez-Romo, J.; Bisbal, O.; Sanchez-de-Madariaga, R.; The Cohort of the National AIDS Network (CoRIS). 2022. Scientific Reports, 12, 18208. CoRIS collaboration.
Artificial Intelligence
UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays
González, G., et al. 2020. arXiv:2006.05274 · Preprint.
Artificial Intelligence