{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,26]],"date-time":"2026-04-26T04:41:16Z","timestamp":1777178476396,"version":"3.51.4"},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/cec.2017.7969570","type":"proceedings-article","created":{"date-parts":[[2017,7,7]],"date-time":"2017-07-07T14:26:43Z","timestamp":1499437603000},"page":"2193-2200","source":"Crossref","is-referenced-by-count":10,"title":["Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data"],"prefix":"10.1109","author":[{"given":"Jose Manuel","family":"Velasco","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oscar","family":"Garnica","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergio","family":"Contador","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan","family":"Lanchares","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Esther","family":"Maqueda","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marta","family":"Botella","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J. Ignacio","family":"Hidalgo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3182\/20140824-6-ZA-1003.00534"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3166\/ejc.11.335-352"},{"key":"ref12","first-page":"90","article-title":"Marginal distributions in evolutionary algorithms","volume":"98","author":"pelikan","year":"1998","journal-title":"Proceedings of the International Conference on Genetic Algorithms Mendel '98"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1997.5.3.303"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v031.i07","article-title":"Computing and visualizing dynamic time warping alignments in R: The dtw package","volume":"31","author":"giorgino","year":"2009","journal-title":"Journal of Statistical Software"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2008.11.007"},{"key":"ref16","author":"o'neill","year":"2003","journal-title":"Grammatical Evolution Evolutionary Automatic Programming in an Arbitrary Language"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2337\/diacare.10.5.622"},{"key":"ref18","author":"breiman","year":"1984","journal-title":"Classification and Regression Trees"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/52.3-4.591"},{"key":"ref4","article-title":"From EM to Data Augmentation: The Emergence of MCMC Bayesian Computation in the 1980s","author":"tanner","year":"2011","journal-title":"Ar Xiv e-prints"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2013.12.015"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp265"},{"key":"ref5","article-title":"ODE - augmented training improves anomaly detection in sensor data from machines","volume":"abs 1605 1534","author":"yadav","year":"2016","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.06.006"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnur.2015.08.001"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3182\/20110828-6-IT-1002.03036"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.129.3.644"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2013.08.005"}],"event":{"name":"2017 IEEE Congress on Evolutionary Computation (CEC)","location":"Donostia, San Sebasti\u00e1n, Spain","start":{"date-parts":[[2017,6,5]]},"end":{"date-parts":[[2017,6,8]]}},"container-title":["2017 IEEE Congress on Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7959755\/7969277\/07969570.pdf?arnumber=7969570","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,28]],"date-time":"2019-09-28T20:44:00Z","timestamp":1569703440000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7969570\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/cec.2017.7969570","relation":{},"subject":[],"published":{"date-parts":[[2017,6]]}}}