{"id":"https://openalex.org/W2761465095","doi":"https://doi.org/10.3906/elk-1612-178","title":"An ant colony optimization algorithm-based classification for the diagnosis of primary headaches using a website questionnaire expert system","display_name":"An ant colony optimization algorithm-based classification for the diagnosis of primary headaches using a website questionnaire expert system","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2761465095","doi":"https://doi.org/10.3906/elk-1612-178","mag":"2761465095"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1612-178","doi":"https://doi.org/10.3906/elk-1612-178","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1612-178","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","poland-40","russia-white-list-3","tr-dizin"],"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101569720","display_name":"Ufuk \u00c7elik","orcid":"https://orcid.org/0000-0003-3063-6272","observed_orcids":["https://orcid.org/0000-0003-3063-6272"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ufuk \u00c7EL\u0130K","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5066874421","display_name":"Nil\u00fcfer Yurtay","orcid":"https://orcid.org/0000-0002-7577-7506","observed_orcids":["https://orcid.org/0000-0002-7577-7506"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nilufer YURTAY","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7316,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89671362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"25","issue":null,"first_page":"4200","last_page":"4210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8945000171661377,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8945000171661377,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10498","display_name":"Migraine and Headache Studies","score":0.09560000151395798,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ant-colony-optimization","display_name":"ant colony optimization","score":0.949999988079071},{"id":"https://openalex.org/keywords/primary-headache","display_name":"primary headache","score":0.6309999823570251},{"id":"https://openalex.org/keywords/headache-classification","display_name":"headache classification","score":0.796999990940094},{"id":"https://openalex.org/keywords/migraine","display_name":"migraine","score":0.875},{"id":"https://openalex.org/keywords/tension-type-headache","display_name":"tension-type headache","score":0.9990000128746033},{"id":"https://openalex.org/keywords/cluster-headache","display_name":"cluster headache","score":1.0},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.7710000276565552},{"id":"https://openalex.org/keywords/web-based-questionnaire","display_name":"web-based questionnaire","score":0.9620000123977661},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.7900000214576721}],"concepts":[{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7645470499992371},{"id":"https://openalex.org/C2780966972","wikidata":"https://www.wikidata.org/wiki/Q86","display_name":"Headaches","level":2,"score":0.627394437789917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5251818895339966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5179706811904907},{"id":"https://openalex.org/C2778541695","wikidata":"https://www.wikidata.org/wiki/Q133823","display_name":"Migraine","level":2,"score":0.49735525250434875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.392780065536499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38769736886024475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33245623111724854},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11807706952095032}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3906/elk-1612-178","doi":"https://doi.org/10.3906/elk-1612-178","is_oa":false,"landing_page_url":"https://doi.org/10.3906/elk-1612-178","pdf_url":null,"source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","dongbi-c","poland-40","russia-white-list-3","tr-dizin"],"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.sakarya.edu.tr:20.500.12619/2475","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.12619/2475","pdf_url":null,"source":{"id":"https://openalex.org/S7407055276","display_name":"Sakarya \u00dcniversitesi Kurumsal A\u00e7\u0131k Akademik Ar\u015fivi","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:dergipark.gov.tr:article/400900","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/tbtkelektrik/issue/35793/400900","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 25, Issue: 5\\n 4200-4210\\n \\n","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/400900","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/tbtkelektrik/issue/35793/400900","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 25, Issue: 5\\n 4200-4210\\n \\n","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8371999859809875,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2341459873","https://openalex.org/W2522274977","https://openalex.org/W1491877445","https://openalex.org/W7096712676","https://openalex.org/W3034367528","https://openalex.org/W91269260","https://openalex.org/W2733630785","https://openalex.org/W7132824504","https://openalex.org/W1991931408","https://openalex.org/W2785506978"],"abstract_inverted_index":{"The":[0,62,88,114],"purpose":[1],"of":[2,11,20,56,81,102],"this":[3],"research":[4],"was":[5,30,37],"to":[6,46,144],"evaluate":[7],"the":[8,12,18,54,78,128,167],"classification":[9,79,86,122],"accuracy":[10],"ant":[13,83,89,115],"colony":[14,84,90,116],"optimization":[15],"algorithm":[16,91,118,136],"for":[17,92,140,155],"diagnosis":[19,73,93,132],"primary":[21],"headaches":[22,107],"using":[23,133,163],"a":[24,57,66,120,134],"website":[25],"questionnaire":[26],"expert":[27],"system":[28],"that":[29],"completed":[31],"by":[32,162],"patients.":[33],"This":[34],"cross-sectional":[35],"study":[36],"conducted":[38],"in":[39,51,59,65,142],"850":[40],"headache":[41,69,125,131,157],"patients":[42,63,95,154],"who":[43],"randomly":[44],"applied":[45],"hospital":[47],"from":[48,166],"three":[49],"cities":[50],"Turkey":[52],"with":[53,77,96],"assistance":[55],"neurologist":[58],"each":[60],"city.":[61],"filled":[64],"detailed":[67],"web-based":[68],"questionnaire.":[70],"Finally,":[71],"neurologists'":[72],"results":[74,80,149],"were":[75,108],"compared":[76],"an":[82],"optimization-based":[85,117],"algorithm.":[87],"classified":[94],"96.9412%":[97],"overall":[98],"accuracy.":[99],"Diagnosis":[100],"accuracies":[101],"migraine,":[103],"tension-type,":[104],"and":[105,111,147,159],"cluster":[106],"98.2%,":[109],"92.4%,":[110],"98.2%":[112],"respectively.":[113],"has":[119],"successful":[121],"potential":[123],"on":[124],"diagnosis.":[126],"On":[127],"other":[129],"hand,":[130],"website-based":[135],"will":[137],"be":[138],"useful":[139],"neurologists":[141],"order":[143],"gather":[145],"quick":[146],"precise":[148],"as":[150,152],"well":[151],"tracking":[153],"their":[156],"symptoms":[158],"medication":[160],"usage":[161],"electronic":[164],"records":[165],"Internet.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2017-10-20T00:00:00"}