{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T03:04:35Z","timestamp":1743044675822,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031253119"},{"type":"electronic","value":"9783031253126"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-25312-6_22","type":"book-chapter","created":{"date-parts":[[2023,2,9]],"date-time":"2023-02-09T18:47:24Z","timestamp":1675968444000},"page":"189-196","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Obtaining Difference Equations for\u00a0Glucose Prediction by\u00a0Structured Grammatical Evolution and\u00a0Sparse Identification"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7460-7401","authenticated-orcid":false,"given":"Daniel","family":"Parra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4970-2324","authenticated-orcid":false,"given":"David","family":"Joedicke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5038-9419","authenticated-orcid":false,"given":"Alberto","family":"Guti\u00e9rrez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5993-2521","authenticated-orcid":false,"given":"J. Manuel","family":"Velasco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5064-2587","authenticated-orcid":false,"given":"Oscar","family":"Garnica","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7490-9450","authenticated-orcid":false,"given":"J. Manuel","family":"Colmenar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3046-6368","authenticated-orcid":false,"given":"J. Ignacio","family":"Hidalgo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,2,10]]},"reference":[{"key":"22_CR1","unstructured":"Atlas, D., et al.: International diabetes federation. IDF Diabetes Atlas, 7th edn. International Diabetes Federation, Brussels, Belgium (2015)"},{"issue":"15","key":"22_CR2","doi-asserted-by":"publisher","first-page":"3932","DOI":"10.1073\/pnas.1517384113","volume":"113","author":"SL Brunton","year":"2016","unstructured":"Brunton, S.L., Proctor, J.L., Kutz, J.N.: Discovering governing equations from data by sparse identification of nonlinear dynamical systems. Proc. Natl. Acad. Sci. 113(15), 3932\u20133937 (2016)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"22_CR3","doi-asserted-by":"publisher","unstructured":"Chen, C.-L., Tsai, H.-W., Wong, S.-S.: Modeling the physiological glucose-insulin dynamic system on diabetics. J. Theor. Biol. 265(3), 314\u2013322, 2010. ISSN 0022\u20135193. https:\/\/doi.org\/10.1016\/j.jtbi.2010.05.002, https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0022519310002316","DOI":"10.1016\/j.jtbi.2010.05.002"},{"key":"22_CR4","doi-asserted-by":"publisher","first-page":"107609","DOI":"10.1016\/j.asoc.2021.107609","volume":"110","author":"S Contador","year":"2021","unstructured":"Contador, S., Velasco, J.M., Garnica, O., Hidalgo, J.I.: Glucose forecasting using genetic programming and latent glucose variability features. Appl. Soft Comput. 110, 107609 (2021)","journal-title":"Appl. Soft Comput."},{"key":"22_CR5","doi-asserted-by":"crossref","unstructured":"Contador, S., Colmenar, J.M., Garnica, O., Velasco, J.M., Hidalgo, J.I.: Blood glucose prediction using multi-objective grammatical evolution: analysis of the \u201cagnostic\u201d and \u201cwhat-if\u201d scenarios. Genetic Program. Evol. Mach. 23(2), 161\u2013192 (2022)","DOI":"10.1007\/s10710-021-09424-6"},{"key":"22_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1007\/978-3-662-44303-3_3","volume-title":"Genetic Programming","author":"S Gaucel","year":"2014","unstructured":"Gaucel, S., Keijzer, M., Lutton, E., Tonda, A.: Learning dynamical systems using standard symbolic regression. In: Nicolau, M., et al. (eds.) EuroGP 2014. LNCS, vol. 8599, pp. 25\u201336. Springer, Heidelberg (2014). https:\/\/doi.org\/10.1007\/978-3-662-44303-3_3"},{"key":"22_CR7","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1007\/978-3-319-78717-6_6","volume-title":"Handbook of Grammatical Evolution","author":"N Louren\u00e7o","year":"2018","unstructured":"Louren\u00e7o, N., Assun\u00e7\u00e3o, F., Pereira, F.B., Costa, E., Machado, P.: Structured grammatical evolution: a dynamic approach. In: Ryan, C., O\u2019Neill, M., Collins, J.J. (eds.) Handbook of Grammatical Evolution, pp. 137\u2013161. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-78717-6_6"},{"key":"22_CR8","doi-asserted-by":"crossref","unstructured":"Louren\u00e7o, N., Colmenar, J.M., Hidalgo, J.I., Garnica, \u00d3.: Structured grammatical evolution for glucose prediction in diabetic patients. In: Proceedings of the Genetic and Evolutionary Computation Conference, pp. 1250\u20131257 (2019)","DOI":"10.1145\/3321707.3321782"},{"key":"22_CR9","unstructured":"Marling, C., Bunescu, R.: The ohiot1dm dataset for blood glucose level prediction: update 2020. In: CEUR Workshop Proceedings, vol. 2675, pp. 71. NIH Public Access (2020)"},{"key":"22_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-011-1763-0","volume-title":"Difference Equations and their Applications","author":"A Sharkovsky","year":"2012","unstructured":"Sharkovsky, A., Maistrenko, Y.L.T., Romanenko, E.Y.: Difference Equations and their Applications, vol. 250. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-94-011-1763-0"},{"issue":"12","key":"22_CR11","doi-asserted-by":"publisher","first-page":"1333","DOI":"10.1007\/s11517-015-1320-9","volume":"53","author":"K Zarkogianni","year":"2015","unstructured":"Zarkogianni, K., et al.: Comparative assessment of glucose prediction models for patients with type 1 diabetes mellitus applying sensors for glucose and physical activity monitoring. Med. Biol. Eng. Comput. 53(12), 1333\u20131343 (2015). https:\/\/doi.org\/10.1007\/s11517-015-1320-9","journal-title":"Med. Biol. Eng. Comput."},{"key":"22_CR12","doi-asserted-by":"publisher","unstructured":"Zecchin, C., Facchinetti, A., Sparacino, G., De Nicolao, G., Cobelli, C.: A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information. In: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5653\u20135656 (2011). https:\/\/doi.org\/10.1109\/IEMBS.2011.6091368","DOI":"10.1109\/IEMBS.2011.6091368"},{"key":"22_CR13","unstructured":"Zhu, T., Li, K., Herrero, P., Chen, J., Georgiou, P.: A deep learning algorithm for personalized blood glucose prediction. In: KHD@ IJCAI, pp. 64\u201378 (2018)"}],"container-title":["Lecture Notes in Computer Science","Computer Aided Systems Theory \u2013 EUROCAST 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-25312-6_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,9]],"date-time":"2023-02-09T18:57:29Z","timestamp":1675969049000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-25312-6_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031253119","9783031253126"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-25312-6_22","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"10 February 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EUROCAST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer Aided Systems Theory","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Las Palmas de Gran Canaria","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 February 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 February 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eurocast2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/eurocast2022.fulp.ulpgc.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}