{"id":"https://openalex.org/W4414653298","doi":"https://doi.org/10.35234/fumbd.1661969","title":"Karc\u0131FANN Y\u00f6nteminin Yak\u0131nsama Kabiliyetinin Analiz Edilmesi","display_name":"Karc\u0131FANN Y\u00f6nteminin Yak\u0131nsama Kabiliyetinin Analiz Edilmesi","publication_year":2025,"publication_date":"2025-09-30","ids":{"openalex":"https://openalex.org/W4414653298","doi":"https://doi.org/10.35234/fumbd.1661969"},"language":"tr","primary_location":{"id":"doi:10.35234/fumbd.1661969","doi":"https://doi.org/10.35234/fumbd.1661969","is_oa":true,"landing_page_url":"https://doi.org/10.35234/fumbd.1661969","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4709120","source":{"id":"https://openalex.org/S4306510516","display_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","issn_l":"1308-9072","issn":["1308-9072"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/4709120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010784536","display_name":"Hulya Saygili","orcid":"https://orcid.org/0000-0003-1926-9918","observed_orcids":["https://orcid.org/0000-0003-1926-9918"]},"institutions":[{"id":"https://openalex.org/I20126385","display_name":"Inonu University","ror":"https://ror.org/04asck240","country_code":"TR","type":"education","lineage":["https://openalex.org/I20126385"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hulya Saygili","raw_affiliation_strings":["\u0130N\u00d6N\u00dc \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0003-1926-9918","affiliations":[{"raw_affiliation_string":"\u0130N\u00d6N\u00dc \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I20126385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051456491","display_name":"Meral KARAKURT","orcid":"https://orcid.org/0000-0001-7318-2798","observed_orcids":["https://orcid.org/0000-0001-7318-2798"]},"institutions":[{"id":"https://openalex.org/I137265801","display_name":"Osmaniye Korkut Ata University","ror":"https://ror.org/03h8sa373","country_code":"TR","type":"education","lineage":["https://openalex.org/I137265801"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Meral Karakurt","raw_affiliation_strings":["OSMAN\u0130YE KORKUT ATA \u00dcN\u0130VERS\u0130TES\u0130, D\u00dcZ\u0130\u00c7\u0130 MESLEK Y\u00dcKSEKOKULU"],"raw_orcid":"https://orcid.org/0000-0001-7318-2798","affiliations":[{"raw_affiliation_string":"OSMAN\u0130YE KORKUT ATA \u00dcN\u0130VERS\u0130TES\u0130, D\u00dcZ\u0130\u00c7\u0130 MESLEK Y\u00dcKSEKOKULU","institution_ids":["https://openalex.org/I137265801"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032715887","display_name":"Ali Karc\u0131","orcid":"https://orcid.org/0000-0002-8489-8617","observed_orcids":["https://orcid.org/0000-0002-8489-8617"]},"institutions":[{"id":"https://openalex.org/I20126385","display_name":"Inonu University","ror":"https://ror.org/04asck240","country_code":"TR","type":"education","lineage":["https://openalex.org/I20126385"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Karci","raw_affiliation_strings":["\u0130N\u00d6N\u00dc \u00dcN\u0130VERS\u0130TES\u0130, M\u00dcHEND\u0130SL\u0130K FAK\u00dcLTES\u0130"],"raw_orcid":"https://orcid.org/0000-0002-8489-8617","affiliations":[{"raw_affiliation_string":"\u0130N\u00d6N\u00dc \u00dcN\u0130VERS\u0130TES\u0130, M\u00dcHEND\u0130SL\u0130K FAK\u00dcLTES\u0130","institution_ids":["https://openalex.org/I20126385"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2487,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50424563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"37","issue":"2","first_page":"897","last_page":"907"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.038600001484155655,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.023099999874830246,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/fractional-derivatives","display_name":"fractional derivatives","score":0.8510000109672546},{"id":"https://openalex.org/keywords/fractional-calculus","display_name":"fractional calculus","score":0.43700000643730164},{"id":"https://openalex.org/keywords/neural-network-training","display_name":"neural network training","score":0.6330000162124634},{"id":"https://openalex.org/keywords/convergence-analysis","display_name":"convergence analysis","score":0.7829999923706055},{"id":"https://openalex.org/keywords/learning-rate","display_name":"learning rate","score":0.8579999804496765},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"gradient descent","score":0.5609999895095825},{"id":"https://openalex.org/keywords/adam-optimizer","display_name":"Adam optimizer","score":0.7250000238418579},{"id":"https://openalex.org/keywords/momentum-gradient-descent","display_name":"momentum gradient descent","score":0.7379999756813049},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"stochastic gradient descent","score":0.9769999980926514},{"id":"https://openalex.org/keywords/xor-problem","display_name":"XOR problem","score":0.6759999990463257},{"id":"https://openalex.org/keywords/local-minima","display_name":"local minima","score":0.7139999866485596},{"id":"https://openalex.org/keywords/overfitting","display_name":"overfitting","score":0.746999979019165}],"concepts":[{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.4325000047683716},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3635999858379364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3416000008583069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21979999542236328},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.17960000038146973},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.164000004529953},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.156700000166893},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.133200004696846},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12070000171661377},{"id":"https://openalex.org/C2987642246","wikidata":"https://www.wikidata.org/wiki/Q5452196","display_name":"First order","level":2,"score":0.11289999634027481}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.35234/fumbd.1661969","doi":"https://doi.org/10.35234/fumbd.1661969","is_oa":true,"landing_page_url":"https://doi.org/10.35234/fumbd.1661969","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4709120","source":{"id":"https://openalex.org/S4306510516","display_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","issn_l":"1308-9072","issn":["1308-9072"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1661969","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/en/pub/fumbd/article/1661969","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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:openaccess.firat.edu.tr:11508/27716","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11508/27716","pdf_url":null,"source":{"id":"https://openalex.org/S4377196733","display_name":"DSpace - FIRAT (F\u0131rat University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I143396566","host_organization_name":"F\u0131rat University","host_organization_lineage":["https://openalex.org/I143396566"],"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":"doi:10.35234/fumbd.1661969","doi":"https://doi.org/10.35234/fumbd.1661969","is_oa":true,"landing_page_url":"https://doi.org/10.35234/fumbd.1661969","pdf_url":"https://dergipark.org.tr/tr/download/article-file/4709120","source":{"id":"https://openalex.org/S4306510516","display_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","issn_l":"1308-9072","issn":["1308-9072"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"F\u0131rat \u00dcniversitesi M\u00fchendislik Bilimleri Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414653298.pdf","grobid_xml":"https://content.openalex.org/works/W4414653298.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1869690418","https://openalex.org/W1874319079","https://openalex.org/W2022290342","https://openalex.org/W2100146622","https://openalex.org/W2157350522","https://openalex.org/W2345868000","https://openalex.org/W2566896334","https://openalex.org/W2795247881","https://openalex.org/W2912168260","https://openalex.org/W2952525841","https://openalex.org/W3186800130","https://openalex.org/W4319662730","https://openalex.org/W4381082396","https://openalex.org/W4403447397","https://openalex.org/W4403705529","https://openalex.org/W4410841272"],"related_works":["https://openalex.org/W4416763962","https://openalex.org/W7142623165","https://openalex.org/W7118000803","https://openalex.org/W7118007766","https://openalex.org/W4310801513","https://openalex.org/W4403447438","https://openalex.org/W4410841272","https://openalex.org/W4403447397","https://openalex.org/W3112156072","https://openalex.org/W4400558014"],"abstract_inverted_index":{"YSA\u2019lar\u0131n":[0,61],"optimizasyonunda":[1],"yayg\u0131n":[2],"kullan\u0131ma":[3],"sahip":[4],"tekniklerden":[5],"gradyan":[6],"ini\u015f":[7,40],"tabanl\u0131":[8,41],"geriye":[9,23],"yay\u0131l\u0131m":[10],"algoritmalar\u0131nda,":[11],"a\u011f\u0131n":[12,94],"\u00e7\u0131kt\u0131s\u0131":[13],"ile":[14,137],"beklenen":[15],"\u00e7\u0131kt\u0131":[16],"aras\u0131ndaki":[17],"hata":[18,22,96],"hesaplanmakta":[19],"ve":[20,34,54,109,121,141,158,165,181],"bu":[21],"do\u011fru":[24],"yay\u0131larak":[25],"a\u011f\u0131rl\u0131klar":[26],"g\u00fcncellenmektedir.":[27],"A\u011f\u0131rl\u0131klar\u0131n":[28],"g\u00fcncellenmesi":[29],"i\u015flemi,":[30],"modelin":[31],"\u00f6\u011frenme":[32,44,76,122,128],"s\u00fcresini":[33],"performans\u0131n\u0131":[35],"\u00f6nemli":[36],"\u00f6l\u00e7\u00fcde":[37],"etkilemektedir.":[38],"Gradyan":[39],"algoritmalarda":[42],"kullan\u0131lan":[43,115],"katsay\u0131s\u0131n\u0131n":[45],"\u00e7ok":[46],"b\u00fcy\u00fck":[47],"ya":[48,78],"da":[49,79],"k\u00fc\u00e7\u00fck":[50],"se\u00e7ilmesi":[51],"ezberleme,":[52],"\u00f6\u011frenememe":[53],"a\u011f\u0131rl\u0131klar\u0131n":[55],"yak\u0131nsamamas\u0131":[56],"gibi":[57],"problemlere":[58],"neden":[59],"olmaktad\u0131r.":[60],"e\u011fitimi":[62],"a\u015famas\u0131nda":[63],"a\u011f\u0131rl\u0131klar\u0131n,":[64],"iterasyon":[65],"say\u0131s\u0131":[66],"artt\u0131k\u00e7a":[67],"sal\u0131n\u0131mlar":[68],"yapmadan":[69],"kararl\u0131":[70],"bir":[71,75,82,127,186],"e\u011fri":[72],"\u00e7izmesi,":[73],"ba\u015far\u0131l\u0131":[74,171,176],"ger\u00e7ekle\u015fti\u011fini":[77],"yerel":[80,185],"minimum":[81,187],"noktaya":[83,188],"tak\u0131ld\u0131\u011f\u0131n\u0131":[84],"g\u00f6stermektedir.":[85],"Bu":[86,99],"ayr\u0131m\u0131":[87],"yapabilmek":[88],"i\u00e7in":[89],"a\u011f\u0131rl\u0131k":[90,160,166],"de\u011fi\u015fim":[91,167],"grafikleriyle":[92],"beraber":[93],"\u00fcretti\u011fi":[95],"de\u011ferlerine":[97],"bak\u0131lmal\u0131d\u0131r.":[98],"makalede,":[100],"kesir":[101,131],"dereceli":[102,132],"t\u00fcrevle":[103],"modelleri":[104],"daha":[105],"iyi":[106],"ifade":[107],"etmek":[108],"YSA\u2019larda":[110],"kar\u015f\u0131la\u015f\u0131lan":[111],"problemleri":[112],"\u00e7\u00f6zmek":[113],"amac\u0131yla":[114,150],"Karc\u0131FANN":[116,135,178],"y\u00f6nteminin":[117,183],"yak\u0131nsama,":[118],"ezberleme":[119],"durumu":[120],"performans\u0131na":[123],"etkisi":[124],"incelenmi\u015ftir.":[125],"Sabit":[126],"katsay\u0131s\u0131":[129],"yerine":[130],"t\u00fcrevin":[133],"kullan\u0131ld\u0131\u011f\u0131":[134],"y\u00f6ntemi":[136,179],"ADAM,":[138],"Momentumlu":[139,173],"GD":[140],"SGD":[142],"y\u00f6ntemleri":[143],"kar\u015f\u0131la\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r.":[144],"T\u00fcrevlerin":[145],"\u00f6\u011frenmeye":[146],"olan":[147],"etkilerini":[148],"incelemek":[149],"XOR":[151],"probleminin":[152],"\u00e7\u00f6z\u00fcm\u00fc":[153],"deneysel":[154],"\u00e7al\u0131\u015fmalarda":[155],"ele":[156],"al\u0131nm\u0131\u015f":[157],"y\u00f6ntemlerin":[159],"de\u011fi\u015fimleri":[161],"g\u00f6zlemlenmi\u015ftir.":[162],"MSE":[163],"de\u011ferleri":[164],"grafikleri":[168],"incelendi\u011finde":[169],"en":[170],"y\u00f6ntemin":[172,177],"GD,":[174],"ikinci":[175],"oldu\u011fu":[180],"ADAM":[182],"de":[184],"tak\u0131ld\u0131\u011f\u0131":[189],"g\u00f6r\u00fclmektedir.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-10T00:00:00"}