Full professors


Concha Bielza

Home page | Contact

Research interests: probabilistic graphical models (Bayesian networks and influence diagrams), decision analysis, data mining, classification models, regression via regularization, metaheuristics for optimization, and real applications, like biomedicine, bioinformatics and neuroscience.

Pedro Larrañaga

Home page | Contact

Research interests: Bayesian networks, estimation of distribution algorithms, multi-label classification, regularization, data streams, bioinformatics, biomedicine, neuroscience, bibliometry.

Associate professors

Juan A. Fernández del Pozo

Home page | Contact

Research interests: Decision analysis and intelligent decision support systems based on influence diagrams and bayesian networks that perform knowledge acquisition in huge decision tables, knowledge discovery and data mining on models output for explanation synthesis and sensitivity analysis.

Postdoc researchers


Javier Diaz-Rozo

Home page

Research interests: Probabilistic-based machine learning algorithms applied to data streams related with novelty detection and spatio-temporal feature subset selection, with application to production systems within the Industrie 4.0 paradigm and Industrial Internet of Things.

Bojan Mihaljevic

Home page

Research interests: Supervised learning, particularly Bayesian network classifiers, and applications of machine learning to neuroscience.

PhD students


David Atienza

Home page

Research interests: Machine learning, Anomaly Detection, Probabilistic graphical models, Bayesian networks and its applications to Industrie4.0.


Nikolas Bernaola

Home page

Research interests: High-dimensional probabilistic graphical models, probabilstic clustering. Applications to neuroscience (specially Gene Regulation Networks and Differential Funcional Analysis). Theoretical Decision Theory and Ethical consequences of AI (specially AI Safety).

Irene Córdoba-Sánchez

Home page

Research interests: Probabilistic graphical models learning, Gaussian Bayesian networks, concentration and covariance graphs, with applications to Big Data.

Francisco Javier Mesonero Pérez

Home page

Research interests: Machine learning, Anomaly Detection, and its applications to Industry 4.0.

Vicente Pérez  

Vicente Pérez Soloviev

Home page

Research interests: High-dimensional probabilistic graphical models, clustering, Bayesian networks, machine learning and its applications on the industry.
Esteban Puerto  

Carlos Esteban Puerto Santana

Home page

Research interests: Dynamic processes, stochastic processes, Bayesian networks, hidden Markov chains, functional analysis, finite elements, digital signal processing.
David Quesada  

David Quesada López

Home page

Research interests: time series analysis and prediction, density estimation, Dynamic Bayesian Networks, Natural Language Processing.

Fernando Rodríguez Sánchez

Home page

Research interests: multi-dimensional clustering and probabilistic graphical models, with application to industry and medicine.

Gabriel Valverde Castilla

Home page

Research interests: Probabilistic Programming, Decision Sciences, Decision Support Systems, Unsupervised Learning, Deep Learning, Uncertainty, Functional Statistics, Bayesian Statistics and Reinforcement Learning.

Carlos Villa Blanco

Home page

Research interests: Supervised and unsupervised learning, probabilistic graphical models, deep learning, data streams, feature selection, and synthetic biology.


Management Technician


Laura Gonzalez

Home page

Laura received her B.Sc in Information Science at the Complutense University of Madrid. She also worked at the research center of Politecnica University of Madrid, Technical Biomedical Center, and currently she works at the Computational Intelligence Group (Politecnica University of Madrid). She manages research projects.

Past members

Ander Alcón. Currently at Olocip.

Laura Anton-Sanchez. Currently at Miguel Hernández University.

Rubén Armañanzas. Currently at BrainScope Company, Inc.

Marco Benjumeda. Currently at Olocip.

Hanen Borchani. Currently at SimCorp technology labs.

Pablo Fernández.

Santiago Gil Currently at ING Direct.

Luis Guerra Currently at ING Direct.

Alfonso Ibañez. Currently at Synergic Partners.

Mario Juez. Computer Software Engineer.

Hossein Karshenas. Currently at University of Isfahan.

Iñaki Leguey. Currently at Universidad Rey Juan Carlos.

Florian Leitner. Currently at Leitner Catalytics, S.L.

Pedro L. López-Cruz. Currently at Ebay.

Milton Llera. Currently at Bristol University.

Sergio Luengo.Currently at Olocip.

Mario Michiels. Currently at Universidad Autónoma de Madrid.

Alberto Ogbechie. Currently at Synergic Partners.

Jesús Pérez. Currently at Universidad Rey Juan Carlos.

Luis Rodriguez Lujan. Currently at Piperlab

Asier Rodríguez. Currently at Olocip.

Roberto Santana. Currently at University of The Basque Country.

Diego Valero. Currently at CRIDA A.I.E.

Gherardo Varando. Currently at University of Copenhagen.

Diego Vidaurre. Currently at Oxford Centre for Human Brain Activity.