Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00669806%3A_____%2F19%3A10407129" target="_blank" >RIV/00669806:_____/19:10407129 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11140/19:10407129 RIV/49777513:23520/19:43957736
Result on the web
<a href="https://doi.org/10.1109/ISCC47284.2019.8969708" target="_blank" >https://doi.org/10.1109/ISCC47284.2019.8969708</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ISCC47284.2019.8969708" target="_blank" >10.1109/ISCC47284.2019.8969708</a>
Alternative languages
Result language
angličtina
Original language name
Comparing the PaGMO Framework to a De-randomized Meta-Differential Evolution on Calculation and Prediction of Glucose Levels
Original language description
The PaGMO framework offers several optimization algorithms to determine optimal parameters of a black-box model. Such a model could be, for example, that for glucose homeostasis. As we are concerned about calculating and predicting glucose levels for diabetic patients, we evaluate the PaGMO framework for this particular task. Using three scenarios, we test PaGMO's individual algorithms and compare them to our previous results, which we obtained with de-randomized Meta-Differential Evolutions. All testing scenarios address real aspects of processing a signal of the continuous glucose monitoring system. Specifically, we address signal reconstruction and prediction.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
30502 - Other medical science
Result continuities
Project
<a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings - International Symposium on Computers and Communications
ISBN
978-1-72812-999-0
ISSN
1530-1346
e-ISSN
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Number of pages
6
Pages from-to
6
Publisher name
IEEE
Place of publication
Barcelona
Event location
Barcelona, Spain
Event date
Jun 29, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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