Projects per year
Personal profile
Research interests
- Probabilistic classifiers and other Supervised Machine Learning methodologies.
- Bayesian networks.
- Performance metrics for classification.
- Ensembles of classifiers.
- Applications of Supervised Machine Learning in criminology, health sciences and other areas of knowledge.
- Applications of Probability and Statistics, in general, to different areas of study within the field of Sciences and Social Sciences.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Ph. D., Matemáticas
Award Date: 25 Nov 1994
Degree, Matemáticas
Award Date: 11 Sept 1987
External positions
Titular escuela universitaria, Universitat Autònoma de Barcelona (UAB)
1 Oct 1993 → 16 Mar 1998
Titular Escuela Universitaria (interino), Universitat Autònoma de Barcelona (UAB)
15 Sept 1991 → 30 Sept 1993
Asociado a tiempo completo, Universitat Politècnica de Catalunya (UPC)
1 Oct 1988 → 14 Sept 1991
Ayudante de escuela universitaria, Universitat Politècnica de Catalunya (UPC)
1 Oct 1987 → 30 Sept 1988
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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STOCHASTIC AND DETERMINISTIC MODELS. APPLICATIONS IN BIOSCIENCES.
Bardina Simorra, X., Barril Basil, C., Binotto ., G., Cabaña Nigro, A. A., Calsina Ballesta, A., Cuadrado Gavilan, S., Delgado de la Torre, R., Jolis Gimenez, M., Quer Sardanyons, L. A., Rovira Escofet, C., Márquez-Carreras, D., Ripoll Missé, J., Rovira Escofet, C., Getto, P. M., Farkas, J. Z., NUÑEZ GONZALEZ, J. D. & Font Salvatella, J.
1/09/22 → 31/08/25
Project: Research Projects and Other Grants
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Modelos estocásticos y aplicaciones
Bardina Simorra, X., Delgado de la Torre, R., Jolis Gimenez, M., Quer Sardanyons, L. A., Rovira Escofet, C., Márquez-Carreras, D., Binotto ., G. & Rovira Escofet, C.
1/01/19 → 30/09/22
Project: Research Projects and Other Grants
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EDPS estocásticas, teoremas limite y modelización
Bardina Simorra, X., Delgado de la Torre, R., Jolis Gimenez, M., Quer Sardanyons, L. A., Solé Clivilles, J., Utzet Civit, F., Giordano, L. M., MARQUEZ ARIAS, J. P. & NUÑEZ GONZALEZ, J. D.
Ministry of Economy and Competitiveness (MINECO)
1/01/16 → 31/12/19
Project: Research Projects and Other Grants
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ANALISIS Y APLICACIONES DE PROCESOS GAUSSIANOS Y PROCESOS DE LEVY
Bardina Simorra, X., Delgado de la Torre, R., Jolis Gimenez, M., Quer Sardanyons, L. A., Solé Clivilles, J. & Utzet Civit, F.
Ministry of Economy and Competitiveness (MINECO)
1/01/13 → 31/12/16
Project: Research Projects and Other Grants
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Procesos de Lévy, procesos gaussianos y aplicaciones
Utzet Civit, F., Bascompte Viladrich, D., Ferreiro Garcia, S., Bardina Simorra, X., Delgado de la Torre, R., Jolis Gimenez, M., Quer Sardanyons, L. A., Viles Cuadros, N., Alós Alcalde, E., Vives Santaeulàlia, J. & del Baño Rollin, S.
1/01/10 → 31/12/13
Project: Research Projects and Other Grants
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A semi-hard voting combiner scheme to ensemble multi-class probabilistic classifiers
Delgado, R., 1 Mar 2022, In: Applied Intelligence. 52, 4, p. 3653-3677 25 p., 4.Research output: Contribution to journal › Article › Research › peer-review
Open Access6 Citations (Web of Science) -
Bayesian network-based over-sampling method (BOSME) with application to indirect cost-sensitive learning
Delgado de la Torre, R. & Núñez-González, J-D., 24 May 2022, In: SCIENTIFIC REPORTS. 12, 1, p. 8724 18 p., 8724.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Survival in the Intensive Care Unit: a prognosis model based on Bayesian Classifiers
Delgado, R., NUÑEZ GONZALEZ, J. D., Yébenes, J. C. & Lavado, Á., 1 May 2021, In: Artificial Intelligence in Medicine. 115, p. 102054 26 p., 102054.Research output: Contribution to journal › Article › Research › peer-review
Open Access7 Citations (Web of Science) -
Why Cohen’s Kappa should be avoided as performance measure in classification
Delgado, R. & Tibau, X. A., 1 Sept 2019, In: PLoS ONE. 14, 9, e0222916.Research output: Contribution to journal › Article › Research › peer-review
Open Access108 Citations (Scopus) -
CODE for the Bayesian network-based over-sampling method (BOSME)
Delgado, R. & Núñez-González, J-D., Dec 2022Research output: Non-textual form › Software › Research
Open Access
Datasets
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Appendix B simulated data from Misuse of Beer–Lambert Law and other calibration curves
Delgado de la Torre, R. (Creator), 31 Jan 2022
DOI: 10.6084/m9.figshare.19093661.v1, https://rs.figshare.com/articles/dataset/Appendix_B_simulated_data_from_Misuse_of_Beer_Lambert_Law_and_other_calibration_curves/19093661/1
Dataset
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Supplementary material from "Misuse of Beer–Lambert Law and other calibration curves"
Delgado de la Torre, R. (Creator), 31 Jan 2022
DOI: 10.6084/m9.figshare.c.5817347.v1, https://rs.figshare.com/collections/Supplementary_material_from_Misuse_of_Beer_Lambert_Law_and_other_calibration_curves_/5817347/1
Dataset