{"id":"https://openalex.org/W4401062170","doi":"https://doi.org/10.29130/dubited.1162917","title":"Biyolojik Protein Fonksiyon Tahmin \u0130\u015fleminde Orange Veri Analizi Arac\u0131n\u0131n Kullan\u0131m\u0131yla Makine \u00d6\u011frenmesi Algoritmalar\u0131n\u0131n Performanslar\u0131n\u0131n De\u011ferlendirilmesi","display_name":"Biyolojik Protein Fonksiyon Tahmin \u0130\u015fleminde Orange Veri Analizi Arac\u0131n\u0131n Kullan\u0131m\u0131yla Makine \u00d6\u011frenmesi Algoritmalar\u0131n\u0131n Performanslar\u0131n\u0131n De\u011ferlendirilmesi","publication_year":2024,"publication_date":"2024-07-28","ids":{"openalex":"https://openalex.org/W4401062170","doi":"https://doi.org/10.29130/dubited.1162917"},"language":"tr","primary_location":{"id":"doi:10.29130/dubited.1162917","doi":"https://doi.org/10.29130/dubited.1162917","is_oa":true,"landing_page_url":"https://doi.org/10.29130/dubited.1162917","pdf_url":"https://dergipark.org.tr/en/download/article-file/2599851","source":{"id":"https://openalex.org/S4210230135","display_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi","issn_l":"2148-2446","issn":["2148-2446"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","tr-dizin"],"host_organization":"https://openalex.org/P4310318352","host_organization_name":"D\u00fczce University","host_organization_lineage":["https://openalex.org/P4310318352"],"host_organization_lineage_names":["D\u00fczce University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/en/download/article-file/2599851","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119032886","display_name":"Ceren Akman Yaman","orcid":"https://orcid.org/0000-0002-1769-5545","observed_orcids":["https://orcid.org/0000-0002-1769-5545"]},"institutions":[{"id":"https://openalex.org/I204483917","display_name":"Ahi Evran University","ror":"https://ror.org/05rrfpt58","country_code":"TR","type":"education","lineage":["https://openalex.org/I204483917"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ceren Akman Yaman","raw_affiliation_strings":["AHI EVRAN UNIVERSITY"],"raw_orcid":"https://orcid.org/0000-0002-1769-5545","affiliations":[{"raw_affiliation_string":"AHI EVRAN UNIVERSITY","institution_ids":["https://openalex.org/I204483917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022580650","display_name":"Volkan Altunta\u015f","orcid":"https://orcid.org/0000-0003-3144-8724","observed_orcids":["https://orcid.org/0000-0003-3144-8724"]},"institutions":[{"id":"https://openalex.org/I192257213","display_name":"Bursa Technical University","ror":"https://ror.org/03rdpn141","country_code":"TR","type":"education","lineage":["https://openalex.org/I192257213"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Volkan Altunta\u015f","raw_affiliation_strings":["BURSA TECHNICAL UNIVERSITY"],"raw_orcid":"https://orcid.org/0000-0003-3144-8724","affiliations":[{"raw_affiliation_string":"BURSA TECHNICAL UNIVERSITY","institution_ids":["https://openalex.org/I192257213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5119032886"],"corresponding_institution_ids":["https://openalex.org/I204483917"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08592762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"3","first_page":"1334","last_page":"1345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.010700000450015068,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.004600000102072954,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/protein-function-prediction","display_name":"protein function prediction","score":0.8980000019073486},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9139999747276306},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7639999985694885},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8399999737739563},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.7260000109672546},{"id":"https://openalex.org/keywords/molecular-function-prediction","display_name":"molecular function prediction","score":0.5879999995231628}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.6680090427398682},{"id":"https://openalex.org/C153911025","wikidata":"https://www.wikidata.org/wiki/Q7202","display_name":"Molecular biology","level":1,"score":0.40773752331733704},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20216310024261475}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.29130/dubited.1162917","doi":"https://doi.org/10.29130/dubited.1162917","is_oa":true,"landing_page_url":"https://doi.org/10.29130/dubited.1162917","pdf_url":"https://dergipark.org.tr/en/download/article-file/2599851","source":{"id":"https://openalex.org/S4210230135","display_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi","issn_l":"2148-2446","issn":["2148-2446"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","tr-dizin"],"host_organization":"https://openalex.org/P4310318352","host_organization_name":"D\u00fczce University","host_organization_lineage":["https://openalex.org/P4310318352"],"host_organization_lineage_names":["D\u00fczce University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.btu.edu.tr:20.500.12885/4927","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12885/4927","pdf_url":null,"source":{"id":"https://openalex.org/S7407055330","display_name":"Bursa Technical University Institutional Repository","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":"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"},{"id":"pmh:oai:dergipark.org.tr:article/1162917","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/dubited/issue/86351/1162917","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":"Duzce University Journal of Science and Technology","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6e3a719299f74210b45592a44c468866","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/6e3a719299f74210b45592a44c468866","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi, Vol 12, Iss 3, Pp 1334-1345 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.29130/dubited.1162917","doi":"https://doi.org/10.29130/dubited.1162917","is_oa":true,"landing_page_url":"https://doi.org/10.29130/dubited.1162917","pdf_url":"https://dergipark.org.tr/en/download/article-file/2599851","source":{"id":"https://openalex.org/S4210230135","display_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji Dergisi","issn_l":"2148-2446","issn":["2148-2446"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","tr-dizin"],"host_organization":"https://openalex.org/P4310318352","host_organization_name":"D\u00fczce University","host_organization_lineage":["https://openalex.org/P4310318352"],"host_organization_lineage_names":["D\u00fczce University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"D\u00fczce \u00dcniversitesi Bilim ve Teknoloji 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/W4401062170.pdf","grobid_xml":"https://content.openalex.org/works/W4401062170.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1627400044","https://openalex.org/W1982267716","https://openalex.org/W1994307947","https://openalex.org/W2093730890","https://openalex.org/W2096166549","https://openalex.org/W2130695501","https://openalex.org/W2161701113","https://openalex.org/W2518034873","https://openalex.org/W2816725417","https://openalex.org/W2945297971","https://openalex.org/W2955353998","https://openalex.org/W2980298350","https://openalex.org/W2991735552","https://openalex.org/W3023746197","https://openalex.org/W3067119061","https://openalex.org/W3215514970","https://openalex.org/W4221015820","https://openalex.org/W4225154572","https://openalex.org/W4236358448"],"related_works":["https://openalex.org/W7057251200","https://openalex.org/W4225066403","https://openalex.org/W7070605343","https://openalex.org/W18803266","https://openalex.org/W172606426","https://openalex.org/W7033607643","https://openalex.org/W2161955763","https://openalex.org/W7033366426","https://openalex.org/W7100811036","https://openalex.org/W7116899875"],"abstract_inverted_index":{"\u0130nsan":[0],"v\u00fccudu":[1,59],"ilk":[2],"g\u00fcnden":[3],"bug\u00fcne":[4],"kadar":[5],"olan":[6,65,83],"b\u00fct\u00fcn":[7],"s\u00fcre\u00e7lerde":[8],"i\u015fleyi\u015f":[9,41],"a\u00e7\u0131s\u0131ndan":[10,100],"merak":[11],"uyand\u0131ran":[12],"bir":[13,62,69,80],"mekanizma":[14],"olmu\u015ftur.":[15],"\u0130\u00e7erisinde":[16],"bar\u0131nd\u0131rd\u0131\u011f\u0131":[17],"h\u00fccrelerle":[18],"bu":[19,76],"h\u00fccrelerin":[20],"kendi":[21],"i\u00e7lerinde":[22],"bar\u0131nd\u0131rd\u0131klar\u0131":[23],"molek\u00fcllerle":[24],"ve":[25,31,97,105,114,120],"i\u015fleyi\u015flerle":[26],"ya\u015famsal":[27,35,44],"d\u00f6ng\u00fc":[28],"devam":[29,32,37],"etmi\u015ftir":[30],"etmektedir.":[33],"Bu":[34,52],"d\u00f6ng\u00fcn\u00fcn":[36],"etmesi":[38],"i\u00e7in":[39,60,107],"molek\u00fcllerin":[40,66],"\u015fekillerinin":[42],"anla\u015f\u0131lmas\u0131n\u0131n":[43],"faaliyetlerin":[45],"\u00e7\u00f6z\u00fcmlenmesinde":[46],"\u00f6nemli":[47],"etkisi":[48],"oldu\u011fu":[49,72],"kan\u0131s\u0131na":[50],"var\u0131lm\u0131\u015ft\u0131r.":[51,74],"\u00e7al\u0131\u015fma":[53,77],"kapsam\u0131nda":[54],"yap\u0131lan":[55],"\u00e7al\u0131\u015fmalar":[56],"incelendi\u011finde":[57],"insan":[58],"karma\u015f\u0131k":[61,84],"yap\u0131ya":[63],"sahip":[64,71,82],"i\u015fleyi\u015finin":[67],"b\u00fcy\u00fck":[68,79],"\u00f6neme":[70,81],"karar\u0131na":[73],"B\u00f6ylelikle":[75],"da":[78],"yap\u0131l\u0131":[85],"protein":[86],"molek\u00fcl\u00fc":[87],"ele":[88],"al\u0131narak":[89],"biyoloji":[90],"taraf\u0131ndan":[91],"bak\u0131ld\u0131\u011f\u0131nda":[92],"biyolojik":[93],"s\u00fcre\u00e7,":[94],"molek\u00fcler":[95],"i\u015flev":[96],"h\u00fccresel":[98],"bile\u015fen":[99],"fonksiyon":[101],"tahmin":[102],"i\u015fleminin":[103],"ger\u00e7ekle\u015ftirilebilmesi":[104],"bunun":[106],"k-":[108],"en":[109,146],"yak\u0131n":[110,139],"kom\u015fuluk,":[111],"sinir":[112],"a\u011f\u0131":[113],"rastgele":[115],"orman":[116],"y\u00f6ntemlerinin":[117],"veri":[118,121,143],"g\u00f6rselle\u015ftirme":[119],"analiz":[122],"a\u015famas\u0131nda":[123],"kullan\u0131labilen":[124],"Orange":[125],"edit\u00f6r\u00fc":[126],"vas\u0131tas\u0131yla":[127],"modellerin":[128],"geli\u015ftirilmesi":[129],"sa\u011flanm\u0131\u015f":[130],"olup":[131],"performans":[132],"de\u011ferlendirilmesi":[133],"yap\u0131lm\u0131\u015ft\u0131r.":[134],"Yap\u0131lan":[135],"de\u011ferlendirmeler":[136],"sonucunda":[137],"k-en":[138],"kom\u015fuluk":[140],"modelinin":[141],"kullan\u0131lan":[142],"setleri":[144],"\u00fczerinde":[145,149],"az":[147],"%88":[148],"ba\u015far\u0131":[150],"sa\u011flad\u0131\u011f\u0131":[151],"tespit":[152],"edilmi\u015ftir.":[153]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2024-07-31T00:00:00"}
