• Av. de l’Eix Central s/n., Edifici C - Campus de la UAB

      08193 Cerdanyola del Vallès

      Spain

    Calculated based on number of publications stored in Pure and citations from Scopus
    1992 …2024

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    Personal profile

    Research interests

    Over the years my research interests have varied, always in the context of probabilistic models and stochastic processes, from Stochastic Calculus in which I developed my doctoral thesis under the supervision of Dr. Marta Sanz, from the University of Barcelona, to the Probabilistic Classifiers of Supervised Machine Learning, a field within Artificial Intelligence, currently, going through the study of the Fractional Brownian Movement process and its applications, the weak convergence theorems, Interactive Particle Systems, and the study of Stochastic Queuing Systems, both from the point of view of its stability, and of the limit theorems under heavy traffic.
     
    The common denominator of my research has always been probability, and the drift has occurred towards increasingly applicable and applied models. Lately I have worked on the application of probabilistic classifiers (Bayesian Networks) to criminology and medicine, with real databases. Also, in a collateral way, I have worked on the application of probability and statistics to other fields, such as chemistry or ecology.
     
    Current lines of research:
    • 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):

    • SDG 3 - Good Health and Well-being
    • SDG 13 - Climate Action
    • SDG 15 - Life on Land
    • SDG 16 - Peace, Justice and Strong Institutions

    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 199316 Mar 1998

    Titular Escuela Universitaria (interino), Universitat Autònoma de Barcelona (UAB)

    15 Sept 199130 Sept 1993

    Asociado a tiempo completo, Universitat Politècnica de Catalunya (UPC)

    1 Oct 198814 Sept 1991

    Ayudante de escuela universitaria, Universitat Politècnica de Catalunya (UPC)

    1 Oct 198730 Sept 1988

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