My research interests center around computer science, machine learning, data mining and artificial
particular my work is focused in the following areas. See my
publications page for more information.
- Learning Comprehensible Models
One major focus of my research has been to extend the ability of various
machine learning algorithms to produce comprehensible models, i.e. human
readable symbolic models expressed through propositional or relational logic
- Information Extraction
I am interested in developing automated methods that enable text sources to be
better exploited for discovery and decision making in biomedical domains. One
main focus of this work is in developing automated methods for extracting
structured representations from on-line text sources.
Please, if you have any comments or suggestions, feel
free to contact me.