{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,7]],"date-time":"2025-05-07T04:59:41Z","timestamp":1746593981063},"reference-count":12,"publisher":"World Scientific Pub Co Pte Lt","issue":"Suppl. 2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Unc. Fuzz. Knowl. Based Syst."],"published-print":{"date-parts":[[2016,12]]},"abstract":"<jats:p> Wearable devices have promoted the application of Human Activity Recognition to the development of techniques for the assessment or diagnosing of illnesses and seizures, among other applications. For instance, the use of tri-axial accelerometry (3DACM) to detect abnormal and sudden movements has been introduced in the epileptic seizure recognition. In a previous research, Fuzzy Rule Based Classifiers (FRBC) have been found valid for the detection of epileptic convulsions; however, Ant Colony Systems learned FRBC performed with a high variability depending on the training data. In this study, we cope with this problem by the selection of a suitable partitioning method that has been extended to generate Fuzzy partitions. The comparison with the previous obtained results shows the fuzzy partitioning does not improve the overall performance in terms of error but highly reduces the variability in the performance of the obtained models, which allows us to obtain general models. <\/jats:p>","DOI":"10.1142\/s0218488516400092","type":"journal-article","created":{"date-parts":[[2017,1,31]],"date-time":"2017-01-31T07:48:17Z","timestamp":1485848897000},"page":"33-46","source":"Crossref","is-referenced-by-count":3,"title":["Pre-Clinical Study on the Detection of Simulated Epileptic Seizures"],"prefix":"10.1142","volume":"24","author":[{"given":"Paula","family":"Vergara","sequence":"first","affiliation":[{"name":"Computer Science Department, University of Oviedo, EIMEM c\/Independencia 13, Oviedo, Asturias 33004, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 R.","family":"Villar","sequence":"additional","affiliation":[{"name":"Computer Science Department, University of Oviedo, EIMEM c\/Independencia 13, Oviedo, Asturias 33004, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrique De","family":"La Cal","sequence":"additional","affiliation":[{"name":"Computer Science Department, University of Oviedo, EIMEM c\/Independencia 13, Oviedo, Asturias 33004, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Men\u00e9ndez","sequence":"additional","affiliation":[{"name":"Morphology and Cellular Biology Department, University of Oviedo, Oviedo, Asturias 33004, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Sedano","sequence":"additional","affiliation":[{"name":"Applied Electronics and Artificial Intelligence, Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Pol. 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Villalonqu\u00e9jar c\/L\u00f3pez Bravo 70, Burgos, Castilla y Le\u00f3n 09001, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2017,1,30]]},"reference":[{"key":"p_1","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2011.2171973"},{"key":"p_3","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2285015"},{"key":"p_4","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2014.06.014"},{"key":"p_5","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12113"},{"key":"p_6","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.07.019"},{"key":"p_8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.06.005"},{"key":"p_9","first-page":"13","author":"Casillas F.","year":"2000","journal-title":"University of Granada"},{"key":"p_10","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1269594"},{"key":"p_11","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2006.890229"},{"key":"p_13","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2014.06.023"},{"key":"p_14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eplepsyres.2011.02.010"},{"key":"p_19","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065714500361"}],"container-title":["International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0218488516400092","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T03:41:07Z","timestamp":1565149267000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218488516400092"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":12,"journal-issue":{"issue":"Suppl. 2","published-online":{"date-parts":[[2017,1,30]]},"published-print":{"date-parts":[[2016,12]]}},"alternative-id":["10.1142\/S0218488516400092"],"URL":"https:\/\/doi.org\/10.1142\/s0218488516400092","relation":{},"ISSN":["0218-4885","1793-6411"],"issn-type":[{"value":"0218-4885","type":"print"},{"value":"1793-6411","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,12]]}}}