BASILIO SIERRA ARAUJO
- Knowledge area
- Science of Computation and Artificial Intelligence
- Department
- Computer Science and Artificial Intelligence
- Centre
- Faculty of Informatics
- Electronic mail
- b.sierra@ehu.eus
Unibertsitateko Katedraduna /Catedrático de Universidad/ Full Professor
Basilio Sierra is Full Professor in the Computer Sciences and Artificial Intelligence Department at the University of the Basque Country. He received his BSc in Computer Sciences in 1990, MSc in Computer Science and Architecture in 1992 and PhD in Computer Sciences in 2000 at the University of the Basque Country. He is the director of the Robotics and Autonomous Systems Group in Donostia-San Sebastian. Professor Sierra is presently a researcher in the fields of Robotics, Computer Vision and Machine Learning, and he is working on the development of different paradigms to improve classification behaviors; he has written more than 50 journal papers in those fields, as well as more than 100 conference contributions and more than 50 book chapters.
Research Interests
Improve robot autonomy by means of Machine Learning paradigms:
Supervised Classification
One-Class classification
Machine Learning, Pattern Recognition
Nearest Neighbor algorithm
Genetic Algorithms, Estimation of distribution algorithms
Bayesian networks
Applications in Medicine
Machine Learning and Data Mining in general