12th Symposium of the European Society of Biochemical Engineering Sciences

Big Data and Bioengineering: The Perfect Marriage

 

Prof. Arlindo Oliveira

Professor in the Department of  Computer Science and Engineering of Instituto Superior Técnico, University of Lisbon

 

Modern artificial intelligence techniques, heavily based on machine learning approaches, have created the possibility to analyze large volumes of data in many domains, in ways that were inaccessible until now.  Modern bioengineering depends heavily, if not totally, on data based approaches that are able to uncover the knowledge hidden in the large amounts of data generated by genomics, proteomics, metabolomics and other "omics". In this talk, I will describe some methodologies that can be used to extract knowledge from biological data and to direct bioengineering research.