Strukturirano učenje nad velikim podacima zasnovano na verovatnosnim grafovskim modelima
Structured learning from big data based on probabilistic graphical models.
Faculty:University of Belgrade, School of Electrical Engineering
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- Boosting EU-Western Balkan Countries research collaboration in the Monitoring and Control area (EC-)
- Development of new information and communication technologies, based on advanced mathematical methods, with applications in medicine, telecommunications, power systems, protection of national heritage and education (MPNTR-III 44006)
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...