Thesis

  1. Advances in supervised classification based on probabilistic graphical models 2002

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

Supervised Theses (9)

  1. Contributions to natural language processing and hierarchical classification 2024

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    MONTENEGRO PORTILLO, CESAR

  2. Advances in Streaming Novelty Detection 2022

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    CARREÑO LOPEZ, ANDER

  3. Application of machine learning techniques to weather forecasting 2019

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    ROZAS LARRAONDO, PABLO

  4. Theoretical and methodological advances in semi-supervised learning and the class-imbalance problem 2018

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    ORTIGOSA HERNANDEZ, JONATHAN

  5. Contributions to learning Bayesian network models from weakly supervised data: Application to Assisted Reproductive Technologies and Software Defect Classification 2015

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Hernández González, Jerónimo

  6. Data analysis advances in marine science for fisheries management: supervised classification applications 2011

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Fernandes Salvador, José Antonio

  7. Supervised classification in continuous domains with Bayesian networks 2010

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Pérez Martínez, Aritz

  8. Consensus policies to solve bioinformatic problems through Bayesian network classifiers and estimation of distribution algorithms 2009

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Armañanzas Arnedillo, Rubén

  9. Learning Bayesian networks form data with factorisation and classification purposes: applications in biomedicine 2005

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Blanco Gómez, Rosa

Theses Committees (19)

  1. Committee Member

    Interpretable precision medicine for acute myeloid leukemia 2023

    Universidad de Navarra

    Gimeno-Combarro, Marian

  2. Secretary of the Committee

    Contributions to Vine-Copula Modeling 2022

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    CARRERA SOTO, DIANA MARIA

  3. Secretary of the Committee

    K-means for massive data 2019

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    CAPO RANGEL, MARCO VINICIO

  4. Secretary of the Committee

    Design and validation of novel methods for long-term road traffic forecasting 2018

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    LAÑA AURRECOECHEA, IBAI

  5. Committee Member

    Contributions to time series data mining departing from the problem of road travel time modeling 2015

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    MORI CARRASCAL, USUE

  6. Secretary of the Committee

    Estudio en red del transcriptoma y su regulación en la esclerosis múltiple 2014

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    IRIZAR AGUIRRE, ARITZ

  7. Committee Member

    Boosting the copy number analysis of cancer genomes: methods 2014

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    MOSEN ANSORENA, DAVID

  8. Committee Member

    Survival analysis using clinical and genetic data for non small cell lung cancer prognosis 2014

    Universidad de Navarra

    Aramburu Siso, Ander

  9. Committee Member

    Multi-dimensional classification using Bayesian networks for stationary and evolving streaming data 2013

    Universidad Politécnica de Madrid

    Borchani, Hanen

  10. Committee Member

    Regularization for sparsity in statistical analysis and machine learning 2012

    Universidad Politécnica de Madrid

    Vidaurre Henche, Diego

  11. Committee Member

    Preprocessing algorithmus oriented towards supervised classification of high dimensionality databases: applications to multimedia data mining. 2010

    Universidad de Castilla-La Mancha

    Bermejo López, Pablo

  12. Secretary of the Committee

    Clasificadores bayesianos en la selección embrionaria en tratamientos de reproducción asistida 2009

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Morales Vega, Dinora Araceli

  13. Secretary of the Committee

    Advances on supervised and unsupervised learning of Bayesian network models: application to population genetics 2008

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Santafé Rodrigo, Guzmán

  14. Secretary of the Committee

    Positive unlabelled learning with applications in computational biology 2008

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Calvo Molinos, Borja

  15. Committee Member

    Conceptual organization and retrieval in semantic memory: The differential role of switching and clustering, acquisition and impairment in neurodegenerative conditions 2008

    Universidad de Navarra

    Goñi Cortes, Joaquin

  16. Secretary of the Committee

    Algoritmos de estimación de distribuciones aplicados a problemas combinatorios en modelos gráficos probabilísticos 2007

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Romero Asturiano, Domingo

  17. Secretary of the Committee

    An optimization approach for software test data generation: applications of estimation of distribution algorithms and scatter search 2007

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Sagarna Almandoz, Ramón

  18. Secretary of the Committee

    Contributions on theoretical aspects of estimation of distributions algorithms 2006

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    González Morgado, María Cristina

  19. Secretary of the Committee

    Advances in probabilistic graphical models for optimisation and learning: applications in protein modeling 2006

    Universidad del País Vasco - Euskal Herriko Unibertsitatea

    Santana Hermida, Roberto