... AKA mining software repositories (MSR) and software related data, software analytics etc. with the goal of improving the various facets the software lifecycle.Read more...
Research on assessing the quality of a software project and quantifying the various (ISO 25010) quality characteristics: Functional Suitability, Performance Efficiency, Maintainability, Usability, Security, Portability, Reliability, Compatibility.Read more...
Web Services and APIs
Research on web services and APIsRead more...
Machine Learning on Source Code
Applying machine learning and deep learning representations on source code for various problems.Read more...
Continuous Implicit Authentication
Research on behavioral biometrics for continuous implicit authentication taking into account keyboard strokes, taps and swipes for Desktop and Mobile applications.Read more...
The making of an automated/autonomous data scientist.Read more...
Funded Research Projects
Projects I worked as a researcher
- Agent Academy
My PhD dissertation! NeuroEvolution of Augmenting Reservoirs, or for short NEAR, is an algorithm that combines Neuroevolution and Learning in order to optimize and train Echo State Networks for solving reinforcement learning and time series forecasting problems.Read more...
Our agent for the Trading Agent Competition, Ad Auctions (1st place 2012, 3rd place 2010) and Supply Chain Management (3rd place 2005) games.Read more...
Older Research Projects
Older research projects I was able to maintain in a publishable format.Read more...