Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification

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@InProceedings{DBLP:conf/eurocast/ParraJGVGCH22,

• author = "Daniel Parra and David Joedicke and Alberto Gutierrez and J. Manuel Velasco and Oscar Garnica and J. Manuel Colmenar and Jose Ignacio Hidalgo",
• title = "Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification",
• booktitle = "18th International Conference on Computer Aided Systems Theory, EUROCAST 2022",
• year = "2022",
• editor = "Roberto Moreno-Diaz and Franz Pichler and Alexis Quesada-Arencibia",
• volume = "13789",
• series = "Lecture Notes in Computer Science",
• pages = "189--196",
• address = "Las Palmas de Gran Canaria, Spain",
• month = feb # " 20-25",
• publisher = "Springer",
• note = "Revised Selected Papers",
• keywords = "genetic algorithms, genetic programming, Grammatical Evolution, XAI",
• isbn13 = "978-3-031-25311-9",
• timestamp = "Mon, 26 Jun 2023 20:47:36 +0200",
• biburl = "https://dblp.org/rec/conf/eurocast/ParraJGVGCH22.bib",
• bibsource = "dblp computer science bibliography, https://dblp.org",
• URL = "https://produccioncientifica.ucm.es/documentos/6433d2fce8f2fa0e62f2be49",
• URL = "https://doi.org/10.1007/978-3-031-25312-6_22",
• DOI = "10.1007/978-3-031-25312-6_22",
• abstract = "... we proposes the combination of structured grammatical evolution and sparse identification to obtain difference equations governing the dynamics of the glucose levels over time. Glucose prediction serves as a tool for deciding the most convenient insulin dosing. Our technique produces promising results that provide explainable equations and use information usually managed by people with diabetes.",
• notes = "Universidad Complutense de Madrid, Madrid, Spain",

}

Genetic Programming entries for Daniel Parra Rodriguez David Joedicke Alberto Gutierrez Jose Manuel Velasco Cabo Oscar Garnica J Manuel Colmenar Jose Ignacio Hidalgo Perez

Citations