[Solomonov Seminar] 223. Solomonov seminar

[Marko Grobelnik]

V torek, 21. decembra bo ob 13:00h v Veliki predavalnici IJS
(prvo nadstropje glavne zgradbe IJS), 223. Solomonov seminar.
Posnetki preteklih seminarjev so na http://videolectures.net/solomon/

Tokrat bo Saso Dzeroski predstavil razsirjeno verzijo svojega
nastopnega predavanja.

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Saso Dzeroski, IJS:
Machine Learning and Systems Biosciences

The talk will discuss two topics  that have recently
attracted a lot of attention within machine learning
and data mining, namely structured-output prediction
and constraint-based data mining. It will present some
recently developed approaches addressing these topics.
It will also discuss applications of these approaches
in  the area of system biosciences,
namely systems biology and ecology. Example applications
from systems biology include gene function prediction,
predicting the response of genes to stress and analyzing
image data from genome and compound screens. Ecological
applications include predicting the state of ecosystems,
such as forests, from satellite images, predicting the
composition of biological communities from environmental
data and taxonomical classification from images.