{"id":"https://openalex.org/W3086597335","doi":"https://doi.org/10.1093/jigpal/jzaa048","title":"A hybrid fuzzy clustering approach for diagnosing primary headache disorder","display_name":"A hybrid fuzzy clustering approach for diagnosing primary headache disorder","publication_year":2020,"publication_date":"2020-08-06","ids":{"openalex":"https://openalex.org/W3086597335","doi":"https://doi.org/10.1093/jigpal/jzaa048","mag":"3086597335"},"language":"en","primary_location":{"id":"doi:10.1093/jigpal/jzaa048","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzaa048","pdf_url":"https://academic.oup.com/jigpal/article-pdf/29/2/220/36646466/jzaa048.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jigpal/article-pdf/29/2/220/36646466/jzaa048.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106509431","display_name":"Svetlana Simi\u0107","orcid":"https://orcid.org/0000-0003-1857-8209"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Svetlana Simi\u0107","raw_affiliation_strings":["University of Novi Sad, Faculty of Medicine, Hajduk Veljkova 1\u20139, 21000 Novi Sad, Serbia","University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Novi Sad, Faculty of Medicine, Hajduk Veljkova 1\u20139, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064526398","display_name":"Zorana Bankovi\u0107","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zorana Bankovi\u0107","raw_affiliation_strings":["Frontiers Media SA, Paseo de Castellana 77, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Frontiers Media SA, Paseo de Castellana 77, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599524","display_name":"Jos\u00e9 R. Villar","orcid":"https://orcid.org/0000-0001-6024-9527"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 R Villar","raw_affiliation_strings":["University of Oviedo, Campus de Llamaquique, 33005 Oviedo, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oviedo, Campus de Llamaquique, 33005 Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091471039","display_name":"Dragan Simi\u0107","orcid":"https://orcid.org/0000-0001-7392-9767"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Dragan Simi\u0107","raw_affiliation_strings":["University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008751756","display_name":"Svetislav D. Simi\u0107","orcid":"https://orcid.org/0000-0002-0692-2124"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Svetislav D Simi\u0107","raw_affiliation_strings":["University of Novi Sad, Faculty of Medicine, Hajduk Veljkova 1\u20139, 21000 Novi Sad, Serbia","University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Novi Sad, Faculty of Medicine, Hajduk Veljkova 1\u20139, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"University of Novi Sad, Faculty of Technical Sciences, Trg Dositeja Obradovi\u0107a 6, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091471039"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":{"value":4151,"currency":"USD","value_usd":4151},"apc_paid":{"value":4151,"currency":"USD","value_usd":4151},"fwci":0.915,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.76144503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"2","first_page":"220","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.8913000226020813,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.8913000226020813,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.8611000180244446,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.8087000250816345,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/primary-headache","display_name":"Primary headache","score":0.768595814704895},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7285312414169312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570583343505859},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5546900033950806},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5043991804122925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4999122619628906},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.44655197858810425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39857399463653564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39803528785705566},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32132089138031006},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21821266412734985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19742313027381897},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.17663651704788208}],"concepts":[{"id":"https://openalex.org/C3017995614","wikidata":"https://www.wikidata.org/wiki/Q86","display_name":"Primary headache","level":3,"score":0.768595814704895},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7285312414169312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570583343505859},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5546900033950806},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5043991804122925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4999122619628906},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.44655197858810425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39857399463653564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39803528785705566},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32132089138031006},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21821266412734985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19742313027381897},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.17663651704788208},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2778541695","wikidata":"https://www.wikidata.org/wiki/Q133823","display_name":"Migraine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/jigpal/jzaa048","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzaa048","pdf_url":"https://academic.oup.com/jigpal/article-pdf/29/2/220/36646466/jzaa048.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},{"id":"pmh:oai:dnet:ruo_________::463143575bc0790d163eccbfad31916f","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/57959","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1093/jigpal/jzaa048","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jigpal/jzaa048","pdf_url":"https://academic.oup.com/jigpal/article-pdf/29/2/220/36646466/jzaa048.pdf","source":{"id":"https://openalex.org/S2734381524","display_name":"Logic Journal of IGPL","issn_l":"1367-0751","issn":["1367-0751","1368-9894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Logic Journal of the IGPL","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.75,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3086597335.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W88608790","https://openalex.org/W1484382711","https://openalex.org/W1491877445","https://openalex.org/W1967480189","https://openalex.org/W1971784203","https://openalex.org/W1991931408","https://openalex.org/W2002830978","https://openalex.org/W2024034655","https://openalex.org/W2030474414","https://openalex.org/W2054114339","https://openalex.org/W2081360939","https://openalex.org/W2085667878","https://openalex.org/W2094510831","https://openalex.org/W2101566415","https://openalex.org/W2111744621","https://openalex.org/W2117992061","https://openalex.org/W2118587067","https://openalex.org/W2293940253","https://openalex.org/W2319660501","https://openalex.org/W2761465095","https://openalex.org/W2761980615","https://openalex.org/W2769724041","https://openalex.org/W2784046000","https://openalex.org/W2801085490","https://openalex.org/W2806755843","https://openalex.org/W2883773629","https://openalex.org/W2899959010","https://openalex.org/W2948856123","https://openalex.org/W2955922784","https://openalex.org/W2970133507","https://openalex.org/W2992482808","https://openalex.org/W4250042253","https://openalex.org/W4298882835"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183"],"abstract_inverted_index":{"Abstract":[0],"Clustering":[1],"is":[2,39,79,110],"one":[3],"of":[4,124],"the":[5,74],"most":[6],"fundamental":[7],"and":[8,30,34,95],"essential":[9],"data":[10,24,36,114],"analysis":[11],"tasks":[12],"with":[13],"broad":[14],"applications.":[15],"It":[16],"has":[17],"been":[18],"studied":[19],"in":[20,31,73,126],"various":[21],"research":[22],"fields:":[23],"mining,":[25],"machine":[26],"learning,":[27],"pattern":[28],"recognition":[29],"engineering,":[32],"economics":[33],"biomedical":[35],"analysis.":[37],"Headache":[38],"not":[40],"a":[41,52,58,82,87],"disease":[42],"that":[43],"typically":[44],"shortens":[45],"one\u2019s":[46],"life,":[47],"but":[48],"it":[49],"can":[50],"be":[51],"serious":[53],"social":[54],"as":[55,57],"well":[56],"health":[59],"problem.":[60],"Approximately":[61],"27":[62],"billion":[63],"euros":[64],"per":[65],"year":[66],"are":[67],"lost":[68],"through":[69],"reduced":[70],"work":[71],"productivity":[72],"European":[75],"community.":[76],"This":[77],"paper":[78],"focused":[80],"on":[81,86,112],"new":[83],"strategy":[84],"based":[85],"hybrid":[88,108],"model":[89],"for":[90,101,116],"combining":[91],"fuzzy":[92],"partition":[93],"method":[94],"maximum":[96],"likelihood":[97],"estimation":[98],"clustering":[99],"algorithm":[100],"diagnosing":[102,117],"primary":[103],"headache":[104,118],"disorder.":[105],"The":[106],"proposed":[107],"system":[109],"tested":[111],"two":[113],"sets":[115],"disorder":[119],"collected":[120],"from":[121],"Clinical":[122],"Centre":[123],"Vojvodina":[125],"Serbia.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
