Directory
ROCHE VALLES, David
Ext. 4149
Department of Economy and Business Organization
Grup de Recerca en Avaluació de Polítiques Públiques
ROCHE VALLES, David
CV
Teacher profile
Professor Contractat Doctor
Economy and Business Organization, Faculty of Economic and Social Sciences. Universitat Internacional de Catalunya
Academic curriculum
- LLICENCIAT EN MATEMÀTIQUES universitat autònoma de barcelona
- SUFICIÈNCIA INVESTIGADORA EN CIÈNCIES DE LA COMPUTACIÓ I INTEL·LIGÈNCIA ARTIFICIAL
- DOCTOR EN INFORMÀTICA Universitat Autònoma de Barcelona
- MÀSTER EN INICIACIÓ A LA RECERCA EN INTEL·LIGÈNCIA ARTIFICIAL
Publications
Articles
- Mora, Toni; Roche, D.; Rodríguez, B., (2023), "Predicting the onset of diabetes-related complications after a diabetes diagnosis with machine learning algorithms", DIABETES RESEARCH AND CLINICAL PRACTICE, vol. 204, ISSN: 1872-8227.
- Roche, D.; Mora, Toni; Cid, J., (2023), "Identifying non-adult attention-deficit/hyperactivity disorder individuals using a stacked machine learning algorithm using administrative data population registers in a universal healthcare system", JCPP Advances, ISSN: 2692-9384.
- Fichera, E.; Mora, Toni; López-Valcarcel BG; Roche, D., (2021), "How do consumers respond to “sin taxes”? New evidence from a tax on sugary drinks", Social science and medicine, vol. 274, ISSN: 0277-9536.
- Güçlü, B.; Roche, D.; Marimon, Frederic, (2020), "City characteristics that attract Airbnb travellers: evidence from Europe", International Journal for Quality Research, vol. 14, No. 1, pp. 271-290, ISSN: 1800 - 6450.
- Burgueño, J.; Pujol, M.; Monroy, X.; Roche, D.; Valera, M.; Merlos, M.; Giraldo, J., (2017), "A Complementary Scale of Biased Agonism for Agonists with Differing Maximal Responses", Scientific Reports, vol. 7, ISSN: 2045-2322.
- Roche, D.; Van der Graaf, PH; Giraldo, J., (2016), "Have many estimates of efficacy and affinity been misled? Revisiting the operational model of agonism", Drug discovery today, vol. 21, No. 11, pp. 1735-1739, ISSN: 1359-6446.
- Gil, D.; Roche, D.; Borras, Agnes; Giraldo, J., (2015), "Terminating evolutionary algorithms at their steady state", Computational optimization and applications, vol. 61, No. 2, pp. 489-515, ISSN: 0926-6003.
- Roche, D.; Gil, D.; Giraldo, J., (2014), "Mathematical Modeling of G Protein-Coupled Receptor Function: What Can We Learn from Empirical Mechanistic Models?", Advances in experimental medicine and biology, vol. 796, pp. 159-181, ISSN: 0065-2598.
- Lans, I.; Dalton, J.; Rovira, X.; Roche, D.; Giraldo, J., (2014), "Metabotropic, Glutamate Receptors: a Challenging System for Computational Modeling", Current neuropharmacology, vol. 12, No. 1, pp. 33-34, ISSN: 1570-159X.
- Roche, D.; Gil, D.; Giraldo, J., (2013), "Mechanistic analysis of the function of agonists and allosteric modulators: Reconciling two-state and operational models", British journal of pharmacology, vol. 169, No. 6, pp. 1189-1202, ISSN: 0007-1188.
- Roche, D.; Gil, D.; Giraldo, J., (2013), "Multiple active receptor conformation, agonist efficacy and maximum effect of the system: the conformation-based operational model of agonism", Drug discovery today, vol. 18, No. 7-8, pp. 365-371, ISSN: 1359-6446.
- Hernandez-Sabaté, A.; Gil, D.; Roche, D.; Matsumoto, M.; Furuie, S., (2011), "Computer Analysis of Images and Patterns: 14th International Conference, CAIP 2011", Lecture notes in computer science, vol. 6854, No. 1, pp. 520-528, ISSN: 0302-9743.
- Rovira, X.; Serra, J.; Roche, D.; Giraldo, J., (2009), "Functional Implications of G Protein-Coupled Receptors Oligomerization Under the Cooperativity Concept", Journal of neurochemistry, vol. 110, ISSN: 0022-3042.
- Rovira, X.; Vivó, M.; Serra, J.; Roche, D.; Strange, P.; Giraldo, J., (2009), "Modelling the interdependence between the stoichiometry of receptor oligomerization and ligand binding for coexisting dimer/tetramer receptor system", British journal of pharmacology, vol. 156, No. 1, pp. 28-35, ISSN: 0007-1188.
- Garcia, JA.; Bartomeus, F.; Roche, D.; Giraldo, J.; Stanley, HE.; Casamayora, E., (2008), "Ecophysiological significance of scale-dependent patterns in prokaryotic genomes unveiled by a combination of statistic analyses", Genomics, vol. 91, No. 6, pp. 538-543, ISSN: 0888-7543.
- Rovira, X.; Roche, D.; Serra, J.; Kniazeff, J.; Pin, J.; Giraldo, J., (2008), "Modeling the binding and function of metabotropic glutamate receptors", Journal of pharmacology and experimental therapeutics, vol. 325, No. 2, pp. 443-456, ISSN: 0022-3565.
- Rovira, X.; Roche, D.; Pin, J.; Giraldo, J., (2008), "Modelling the function of metabotropic glutamate receptors allosteric modulators", Methods and findings in experimental and clinical pharmacology, vol. 30, No. 2, ISSN: 0379-0355.
- Giraldo, J.; Serra, J.; Roche, D.; Rovira, X., (2007), "Assessing receptor affinity for inverse agonists:Schild and Cheng-Prusoff methods revisited", Current drug targets, vol. 8, No. 1, pp. 197-202, ISSN: 1389-4501.
- Giraldo, J.; Roche, D.; Rovira, X.; Serra, J., (2006), "The catalytic power of enzymes: Conformational selection or transition state stabilization?", Febs letters, vol. 580, No. 9, pp. 2170-2177, ISSN: 0014-5793.
Projects and research
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FLASH: Flexible Approaches to Support Health through financing01/01/2023 - 31/12/2026IP: Mora, Toni
European Comission
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Aportaciones empíricas en políticas de prevención sanitaria y costes sanitarios directos01/01/2022 - 31/08/2026IP: Mora, Toni
Ministerio de ciencia e innovación
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Grup de Recerca en Avaluació de Polítiques Públiques01/01/2023 - 01/01/2026IP: Mora, Toni
Generalitat de Catalunya
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Estilos de vida no saludables: herramientas para el análisis de políticas de salud01/01/2018 - 31/12/2021IP: Mora, Toni
Ministerio de Economía y Competitividad
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Projecte UIC-Fundació Bancària La Caixa, 2018-2020. IP: Marta Crispí. Anàlisi, avaluació de les exposicions temporals de CaixaForum 2009-2018 i creació d’un programa informàtic01/11/2018 - 29/02/2020IP: Crispí Canton, M
Fundació Bancària La Caixa
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CONVIVENCIA INTERCULTURAL CAIXA01/09/2019 - 31/12/2019IP: Mora, Toni
Fundació Bancària La Caixa
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Data analysis for the ALERTA/FRAGIL program: costs and outcome measures01/12/2018 - 01/03/2019IP: Trapero-Bertran, M.
ASISA
Activities
- Taller EvaluAES de Investigación en Evaluación de Políticas y Servicios de Salud Ponència "The impact of pollution on child and youth health", 2022.
- Associació Catalana per l'Inteligencia Artificial Ponència "An inference model for analyzing termination conditions of Evolutionary Algorithms", 2011.
- International Symposium on Symbolic and Numeric Algorithms for Scientific Computing Ponència "Detecting loss of diversity for an efficient termination of EAs"