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Machine Learning for Data Science (ML4DS)

Group head:
Vanessa Gómez Verdejo
Group web:
Machine Learning for Data Science (ML4DS)

Lines of research

  • Machine Learning for Big Data
  • Deep Learning
  • Probabilistic Machine Learning
  • Machine learning based on kernel methods
  • Feature selection and extraction, dimensionality reduction
  • Adaptive learning algorithms
  • Natural Language Processing, Language Modeling
  • Machine learning applications in healthcare: mental illness diagnosis, neuroimaging, microbiology
  • Machine learning for finance
  • Intelligent processing of acoustic and audio signals.
  • Algorithmics for document collection profiling
  • Internet as a Data Source

Contact email:


  • Álvarez Rodríguez, Clara
  • Arenas García, Jerónimo
  • Azpicueta Ruiz, Luis
  • Belenguer i Llorens, Albert
  • Calvo Bartolomé, Lorena
  • Cid Sueiro, Jesús
  • Gómez Verdejo, Vanessa
  • Navia Vázquez, Ángel
  • Parrado Hernández, Emilio
  • Sevilla Salcedo, Carlos
Links of interest