Research Projects
JRC Articles
Awards
Theses
Leading Innovation in Computational Intelligence
The Computational Intelligence Group (CIG) was created in 2008 and is led by professors Pedro Larrañaga and Concha Bielza. Research of CIG members, both theoretical and practical, is devoted to modelization (from a statistical and machine learning perspectives), heuristic optimization, and neuroinformatics. The CIG has been involved in more than 100 research projects, mostly in public competitive calls but also for private companies. Current public projects include several national projects from the Spanish Ministry of Science and Innovation. CIG has collaborated with companies as Abbott, Arthur Andersen, Atos Origin, Bank of Santander, Etxe-Tar, Fundación BBVA, Fundación Gil Gayarre, Gaindu, Iberdrola, Idealista, Olocip 11, Panda Security, Progenika Biopharma, Repsol, Telefónica I+D and Titanium Industrial Security.
The Group
Collaborations: Public Contracts
Collaborations: Private Contracts
Collaborations: Academia
Highlighted Books
Data-driven Computational Neuroscience
Bielza, C., & Larrañaga, P. (2020). Data-driven Computational Neuroscience: Machine Learning and Statistical Models. Cambridge University Press.
Industrial Applications of Machine Learning
Larrañaga, P., Atienza, D., Diaz-Rozo, J., Ogbechie, A., Puerto-Santana, C., & Bielza, C. (2018). Industrial Applications of Machine Learning. CRC Press.
机器学习的工业应用
Larrañaga, P., Atienza, D., Diaz-Rozo, J., Ogbechie, A., Puerto-Santana, C., & Bielza, C. (2018). 机器学习的工业应用. CRC出版社.