Projects per year
Personal profile
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):
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Dive into the research topics where Jose A. Rodriguez Serrano is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Predictive and Preventive System for Healthcare Malpractice Detection
Torrens Arnal, M. (PI), Nguyen, J. (Researcher), Agell Jané, N. (Researcher), Rodriguez Serrano, J. A. (Researcher), Bueno Tricas, A. (Researcher), Lluch Boada, A. (Collaborator), Fornells Fiestas, R. (Collaborator) & Arimany Manso, J. (Collaborator)
Departament de Recerca i Universitats, Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR)
16/09/25 → 15/03/27
Project: Research Grants › Knowledge and technology transfer
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ESADE D3: Institute for Data-Driven Decisions
Agell Jané, N. (PI), Barasz, K. N. (Researcher), Bertini, M. (Researcher), Casabayó Bonás, M. (Researcher), Cuneo Zuñiga, A. (Researcher), De Langhe, B. (Researcher), Evangelidis, I. (Researcher), Fronte, P. (Researcher), Galli, M. (Researcher), Iglesias Bedós, O. (Researcher), Kozah, A. E. (Researcher), Mavrommatis, A. (Researcher), Mostafavi, S. (Researcher), Nguyen, J. (PI), Nin Guerrero, J. (Researcher), Held, I. (Researcher), Rovira Llobera, X. (Researcher), Simonsohn, U. (Researcher), Torrens Arnal, M. (Researcher), Unceta Mendieta, I. (Researcher), Valenzuela Martínez, A. (Researcher), Prat Pubill, Q. (Researcher), Zacharaki, K. (Researcher), Schoenmueller, V. (Researcher), Rodriguez Serrano, J. A. (Researcher), Lopez Lopez, D. (Researcher), Sanchez-Hernandez, G. (Researcher), Fridman, A. (Researcher) & Pocchiari, M. (Researcher)
Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR)
1/01/22 → 30/06/25
Project: Research Groups and Network Grants › Research Groups
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8th Workshop on Machine Learning in Finance
Nagrecha, S., Chaturvedi, I., Kumar, S., Chawla, N., Das, M., Yadav, D., Rodriguez-Serrano, J. A. & Kurshan, E., 3 Aug 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6288-6289 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Book chapter › Conference contribution › peer-review
Open Access -
Attention-Based MIL for Medical Malpractice Prediction
Bueno Tricas, A., Rodríguez Serrano, J. A. & Nguyen, J., 22 Sept 2025, Artificial Intelligence Research and Development - Proceedings of the 27th International Conference of the Catalan Association for Artificial Intelligence. Trejo, K., Aguilo, I., Riera, J. V. & Pascual, J. (eds.). IOS Press BV, p. 284-288 5 p. (Frontiers in Artificial Intelligence and Applications; vol. 410).Research output: Book chapter › Conference contribution › peer-review
Open Access -
Machine Learning in Finance
Akoglu, L., Chawla, N., Domingo-Ferrer, J., Kurshan, E., Kumar, S., Naware, V., Rodriguez-Serrano, J. A., Chaturvedi, I., Nagrecha, S., Das, M. & Faruquie, T., 25 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6703 1 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Book chapter › Conference contribution › peer-review
1 Citation (Scopus) -
Poster: Using Deep Attention Multiple Instance Learning To Improve Malpractices Detection In The Health Sector
Bueno, A., Rodriguez-Serrano, J. A., Torrens, M., Agell, N., Nguyen, J. T. V. & Agell, N., 22 May 2024.Research output: Conference paper › Contribution
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Prototype-based learning for real estate valuation: a machine learning model that explains prices
Rodriguez-Serrano, J. A., 23 Sept 2024, In: Annals of Operations Research. 25 p.Research output: Indexed journal article › Article › peer-review
Open Access3 Citations (Scopus)