Strukturirano učenje nad velikim podacima zasnovano na verovatnosnim grafovskim modelima

Abstract

Struktuirano ucenje je oblast koja se bavi ucenjem složenih objekata iz složenih (struktuiranih) podataka...

Structured learning is an area that deals with the learning of complex objects from complex (structured) data. Structured data, in this context, represent data that consists of several interdependent parts. Structured learning is an important segment of machine learning, and is an active research topic with numerous unsolved problems. Applications that heavily utilize this kind of learning include textual, signal processing (audio, image and video), social, biomedical (genetic, healthcare), and many other...