Dragos Margineantu - Research Interests

oArtificial intelligence (click here for a description of my current research):

·  Machine learning: interactive learning (Bootstrapped learning), semi-supervised learning, learning graphical models, ensemble learning, reinforcement learning.

·  Computer vision.

·  Validation, testing, and statistical evaluation of learning & decision systems.

·  Learning and reasoning in graphical models.

·  Knowledge discovery and intelligent data analysis.

·  Integrating domain knowledge into learned models and learning algorithms.

·  Diagnosis systems.

oGame theory and its integration into intelligent systems.
oGeometry.
oApplied learning and artificial intelligence methods for computer vision, computational biology, and security.


Dragos Margineantu, 2010.