{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T12:21:11Z","timestamp":1777551671406,"version":"3.51.4"},"reference-count":32,"publisher":"Oxford University Press (OUP)","issue":"2","license":[{"start":{"date-parts":[[2020,9,11]],"date-time":"2020-09-11T00:00:00Z","timestamp":1599782400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,3,25]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Clustering is one of the most fundamental and essential data analysis tasks with broad applications. It has been studied in various research fields: data mining, machine learning, pattern recognition and in engineering, economics and biomedical data analysis. Headache is not a disease that typically shortens one\u2019s life, but it can be a serious social as well as a health problem. Approximately 27 billion euros per year are lost through reduced work productivity in the European community. This paper is focused on a new strategy based on a hybrid model for combining fuzzy partition method and maximum likelihood estimation clustering algorithm for diagnosing primary headache disorder. The proposed hybrid system is tested on two data sets for diagnosing headache disorder collected from Clinical Centre of Vojvodina in Serbia.<\/jats:p>","DOI":"10.1093\/jigpal\/jzaa048","type":"journal-article","created":{"date-parts":[[2020,8,6]],"date-time":"2020-08-06T14:39:42Z","timestamp":1596724782000},"page":"220-235","source":"Crossref","is-referenced-by-count":15,"title":["A hybrid fuzzy clustering approach for diagnosing primary headache disorder"],"prefix":"10.1093","volume":"29","author":[{"given":"Svetlana","family":"Simi\u0107","sequence":"first","affiliation":[{"name":"University of Novi Sad, Faculty of Medicine, Hajduk Veljkova 1\u20139, 21000 Novi Sad, Serbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zorana","family":"Bankovi\u0107","sequence":"additional","affiliation":[{"name":"Frontiers Media SA, Paseo de Castellana 77, Madrid, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 R","family":"Villar","sequence":"additional","affiliation":[{"name":"University of Oviedo, Campus de Llamaquique, 33005 Oviedo, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dragan","family":"Simi\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Svetislav D","family":"Simi\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"286","published-online":{"date-parts":[[2020,9,11]]},"reference":[{"key":"2021032210352592100_ref1","doi-asserted-by":"publisher","first-page":"900","DOI":"10.1046\/j.1468-2982.2000.00145.x","article-title":"Prevalence of migraine and non-migrainous headache\u2014head-HUNT, a large 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