Members

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Full professors


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Concha Bielza

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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.
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Pedro Larrañaga

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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

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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


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Javier Díaz

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Research interests: Machine learning algorithms related with novelty detection and spatio-temporal feature subset selection, with application to machine tool industry within the Industrie 4.0 paradigm.

Bojan Mihaljevic

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

PhD students


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David Atienza

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

 

Nikolas Bernaola

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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

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

Santiago Gil

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Research interests: Machine learning, Multi-label and multi-dimensional classification, Probabilistic graphical models, Bayesian networks, and its applications to Industry 4.0.

Francisco Javier Mesonero Pérez

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

David Quesada  

David Quesada López

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

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Research interests: multi-view clustering, data streams and probabilistic graphical models, with application to sensor networks and medicine.
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Gabriel Valverde Castilla

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

Carlos Villa Blanco

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

 

Software Technician


Mario Michiels Toquero

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Research interests: Machine learning, Neuroscience, Biomedical engineering, Probabilistic graphical models.

Management Technician


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Laura Gonzalez

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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 Centre for Plant Biotechnology and Genomics and 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.

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.

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.