Understanding grammatical evolution: initialisation
Sign Up to like & getrecommendations! Published in 2017 at "Genetic Programming and Evolvable Machines"
DOI: 10.1007/s10710-017-9309-9
Abstract: Grammatical evolution is one of the most used variants of genetic programming, and ever since its introduction, several improvements have been suggested. One of these concerns the routine used to create the initial population. In… read more here.
Keywords: understanding grammatical; evolution initialisation; initialisation; grammatical evolution ... See more keywords
Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models
Sign Up to like & getrecommendations! Published in 2017 at "PLoS ONE"
DOI: 10.1371/journal.pone.0187754
Abstract: The large patient variability in human physiology and the effects of variables such as exercise or meals challenge current prediction modeling techniques. Physiological models are very precise but they are typically complex and specific physiological… read more here.
Keywords: grammatical evolution; physiological models; hybrid approach; blood ... See more keywords
Prediction of COVID-19 Cases Using Constructed Features by Grammatical Evolution
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DOI: 10.3390/sym14102149
Abstract: A widely used method that constructs features with the incorporation of so-called grammatical evolution is proposed here to predict the COVID-19 cases as well as the mortality rate. The method creates new artificial features from… read more here.
Keywords: grammatical evolution; cases using; covid cases; prediction covid ... See more keywords