ILP
Applications in ecology
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Biological
classification of river water quality (Dzeroski et al. 1994)
-
Modelling algal growth in the
Lagoon of Venice
(Kompare and Dzeroski 1995)
-
Modelling
algal growth in the Lake of Bled (Kompare et al. 1997)
-
FORS applied to predict growth
of maximal biomass quantity in the metalimnion of the east basin of the
lake, using background knowledge about seasonal changes, multiplication
and linear regression
-
An excellent model produced
(expert's comment) that agrees with expert knowledge on algal growth in
the lake and produces good predictions.
-
Predicting biodegradability
of chemical compounds (Dzeroski et al. 1997)
-
A variety of ILP systems applied
to predict the rate of aquatic biodegradation of chemicals from their structure
represented by constituent atoms and bonds.
