{"id":"https://openalex.org/W2839547808","doi":"https://doi.org/10.1109/siu.2018.8404782","title":"Classification of refractive disorders from electrooculogram (EOG) signals by using data mining techniques","display_name":"Classification of refractive disorders from electrooculogram (EOG) signals by using data mining techniques","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2839547808","doi":"https://doi.org/10.1109/siu.2018.8404782","mag":"2839547808"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2018.8404782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12628/24296","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041044117","display_name":"Ceren Kaya","orcid":"https://orcid.org/0000-0002-1970-2833"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ceren Kaya","raw_affiliation_strings":["Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017564489","display_name":"Okan Erkaymaz","orcid":"https://orcid.org/0000-0002-1996-8623"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Okan Erkaymaz","raw_affiliation_strings":["Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066014338","display_name":"Orhan Ayar","orcid":"https://orcid.org/0000-0002-7493-3554"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Orhan Ayar","raw_affiliation_strings":["Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101900394","display_name":"Mahmut \u00d6zer","orcid":"https://orcid.org/0000-0001-9310-7090"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mahmut \u00d6zer","raw_affiliation_strings":["Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biyomedikal M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, Bilgisayar M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, G&#x00F6;z Hastal&#x0131;klar&#x0131; Anabilim Dal&#x0131;, Elektrik -Elektronik M&#x00FC;hendisli&#x011F;i B&#x00F6;l&#x00FC;m&#x00FC;, B&#x00FC;lent Ecevit &#x00DC;niversitesi, Zonguldak, T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1851,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56548634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypermetropia","display_name":"Hypermetropia","score":0.9527997374534607},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5551919341087341},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5042301416397095},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4858669638633728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4597402513027191},{"id":"https://openalex.org/keywords/electrooculography","display_name":"Electrooculography","score":0.4148509204387665},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.38715076446533203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3353663682937622},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3038524389266968},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.301243394613266},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.2309131622314453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2186514437198639},{"id":"https://openalex.org/keywords/refractive-error","display_name":"Refractive error","score":0.217218816280365},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.16878092288970947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1439150869846344},{"id":"https://openalex.org/keywords/eye-disease","display_name":"Eye disease","score":0.1391247808933258},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.13367688655853271}],"concepts":[{"id":"https://openalex.org/C2910383387","wikidata":"https://www.wikidata.org/wiki/Q177254","display_name":"Hypermetropia","level":4,"score":0.9527997374534607},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5551919341087341},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5042301416397095},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4858669638633728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4597402513027191},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.4148509204387665},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.38715076446533203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3353663682937622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3038524389266968},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.301243394613266},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.2309131622314453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2186514437198639},{"id":"https://openalex.org/C2781135284","wikidata":"https://www.wikidata.org/wiki/Q470427","display_name":"Refractive error","level":3,"score":0.217218816280365},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.16878092288970947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1439150869846344},{"id":"https://openalex.org/C2776148792","wikidata":"https://www.wikidata.org/wiki/Q3041498","display_name":"Eye disease","level":2,"score":0.1391247808933258},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.13367688655853271},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/siu.2018.8404782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2018.8404782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 26th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},{"id":"pmh:oai:acikarsiv.beun.edu.tr:20.500.12628/24296","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12628/24296","pdf_url":null,"source":{"id":"https://openalex.org/S7407055168","display_name":"Zonguldak B\u00fclent Ecevit University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:acikarsiv.beun.edu.tr:20.500.12628/24296","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12628/24296","pdf_url":null,"source":{"id":"https://openalex.org/S7407055168","display_name":"Zonguldak B\u00fclent Ecevit University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W585298197","https://openalex.org/W1966564949","https://openalex.org/W1967565560","https://openalex.org/W2038083037","https://openalex.org/W2046396053","https://openalex.org/W2062611449","https://openalex.org/W2091295955","https://openalex.org/W2136110672","https://openalex.org/W2163614729","https://openalex.org/W2169696556","https://openalex.org/W2546090677","https://openalex.org/W2911964244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2002331395","https://openalex.org/W4290748789","https://openalex.org/W2373773943","https://openalex.org/W2189886673","https://openalex.org/W2112608497","https://openalex.org/W1987430566","https://openalex.org/W4388681644","https://openalex.org/W4313459160","https://openalex.org/W4367331014","https://openalex.org/W3160122104"],"abstract_inverted_index":{"Refractive":[0],"disorders":[1,35,104],"are":[2,11],"common":[3],"health":[4],"problems":[5],"in":[6],"the":[7,12,27,48,54,61,85,93],"community":[8],"and":[9,32,41,50,76,101],"they":[10],"most":[13,94],"important":[14],"cause":[15],"of":[16,53,60],"visual":[17],"impairment.":[18],"In":[19],"this":[20],"study,":[21],"it":[22],"was":[23,63],"aimed":[24],"to":[25,84,98],"classify":[26],"individuals":[28,55],"who":[29],"have":[30],"hypermetropia":[31,100],"myopia":[33,102],"refractive":[34,103],"or":[36],"not.":[37],"For":[38],"this,":[39],"horizontal":[40],"vertical":[42],"Electrooculogram":[43,106],"(EOG)":[44,107],"signal":[45],"data":[46,62,80],"from":[47,105],"right":[49],"left":[51],"eyes":[52],"were":[56],"used.":[57],"The":[58],"performance":[59,97],"investigated":[64],"by":[65],"using":[66],"Logistic":[67],"Regression":[68],"(LR),":[69],"Naive":[70],"Bayes":[71],"(NB),":[72],"Random":[73],"Forest":[74],"(RF)":[75],"REP":[77,88],"Tree":[78,89],"(RT)":[79],"mining":[81],"methods.":[82],"According":[83],"obtained":[86],"results,":[87],"method":[90],"has":[91],"shown":[92],"successful":[95],"classification":[96],"detect":[99],"signals.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
