{"id":"https://openalex.org/W2963219627","doi":"https://doi.org/10.33372/stn.v5i1.444","title":"Ukuran Akurasi Klasifikasi Penyakit Mesothelioma Menggunakan Algoritma K-Nearest Neighbor dan Backward Elimination","display_name":"Ukuran Akurasi Klasifikasi Penyakit Mesothelioma Menggunakan Algoritma K-Nearest Neighbor dan Backward Elimination","publication_year":2019,"publication_date":"2019-06-27","ids":{"openalex":"https://openalex.org/W2963219627","doi":"https://doi.org/10.33372/stn.v5i1.444","mag":"2963219627"},"language":"id","primary_location":{"id":"doi:10.33372/stn.v5i1.444","doi":"https://doi.org/10.33372/stn.v5i1.444","is_oa":true,"landing_page_url":"https://doi.org/10.33372/stn.v5i1.444","pdf_url":"http://jurnal.sar.ac.id/index.php/satin/article/download/444/pdf","source":{"id":"https://openalex.org/S4210238249","display_name":"SATIN - Sains dan Teknologi Informasi","issn_l":"2460-0822","issn":["2460-0822","2527-9114"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405274070","host_organization_name":"Universitas Sains dan Teknologi Indonesia","host_organization_lineage":["https://openalex.org/I4405274070"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SATIN - Sains dan Teknologi Informasi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://jurnal.sar.ac.id/index.php/satin/article/download/444/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048097161","display_name":"Maxsi Ary","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405253754","display_name":"Universitas Bina Sarana Informatika","ror":"https://ror.org/011zkmm97","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405253754"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Maxsi Ary","raw_affiliation_strings":["Universitas Bina Sarana Informatika"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bina Sarana Informatika","institution_ids":["https://openalex.org/I4405253754"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053979544","display_name":"Dyah Ayu Feby Rismiati","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405253754","display_name":"Universitas Bina Sarana Informatika","ror":"https://ror.org/011zkmm97","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405253754"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dyah Ayu Feby Rismiati","raw_affiliation_strings":["Universitas Bina Sarana Informatika"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Bina Sarana Informatika","institution_ids":["https://openalex.org/I4405253754"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405253754"],"apc_list":null,"apc_paid":null,"fwci":0.4431,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73732702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":"5","issue":"1","first_page":"11","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.6269999742507935,"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"}},"topics":[{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.6269999742507935,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.36959999799728394,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0008999999845400453,"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/mesothelioma","display_name":"mesothelioma","score":0.9639999866485596},{"id":"https://openalex.org/keywords/disease-classification","display_name":"disease classification","score":0.8650000095367432},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8460000157356262},{"id":"https://openalex.org/keywords/backward-elimination","display_name":"backward elimination","score":0.996999979019165},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.996999979019165},{"id":"https://openalex.org/keywords/classification-accuracy","display_name":"classification accuracy","score":0.9539999961853027},{"id":"https://openalex.org/keywords/pleural-cancer","display_name":"pleural cancer","score":0.7450000047683716},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4275972247123718},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3274683356285095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30719155073165894}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.33372/stn.v5i1.444","doi":"https://doi.org/10.33372/stn.v5i1.444","is_oa":true,"landing_page_url":"https://doi.org/10.33372/stn.v5i1.444","pdf_url":"http://jurnal.sar.ac.id/index.php/satin/article/download/444/pdf","source":{"id":"https://openalex.org/S4210238249","display_name":"SATIN - Sains dan Teknologi Informasi","issn_l":"2460-0822","issn":["2460-0822","2527-9114"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405274070","host_organization_name":"Universitas Sains dan Teknologi Indonesia","host_organization_lineage":["https://openalex.org/I4405274070"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SATIN - Sains dan Teknologi Informasi","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.33372/stn.v5i1.444","doi":"https://doi.org/10.33372/stn.v5i1.444","is_oa":true,"landing_page_url":"https://doi.org/10.33372/stn.v5i1.444","pdf_url":"http://jurnal.sar.ac.id/index.php/satin/article/download/444/pdf","source":{"id":"https://openalex.org/S4210238249","display_name":"SATIN - Sains dan Teknologi Informasi","issn_l":"2460-0822","issn":["2460-0822","2527-9114"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405274070","host_organization_name":"Universitas Sains dan Teknologi Indonesia","host_organization_lineage":["https://openalex.org/I4405274070"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SATIN - Sains dan Teknologi Informasi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963219627.pdf","grobid_xml":"https://content.openalex.org/works/W2963219627.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W61330081","https://openalex.org/W2070772907","https://openalex.org/W2159788994","https://openalex.org/W2236347328","https://openalex.org/W2298200635","https://openalex.org/W2582903071","https://openalex.org/W2605865055","https://openalex.org/W2775366531","https://openalex.org/W2791419852","https://openalex.org/W2798730436","https://openalex.org/W3099980598","https://openalex.org/W3166095749","https://openalex.org/W6682707930","https://openalex.org/W6795749741"],"related_works":["https://openalex.org/W2890257875","https://openalex.org/W2742788615","https://openalex.org/W4388874772","https://openalex.org/W7223136807","https://openalex.org/W3036423164","https://openalex.org/W2775366531","https://openalex.org/W7223030542","https://openalex.org/W7215695828","https://openalex.org/W3113626153","https://openalex.org/W7219269579"],"abstract_inverted_index":{"Tujuan":[0],"dari":[1,43,69,143,172],"penelitian":[2,141,165],"ini":[3],"adalah":[4,35,166],"mengukur":[5],"tingkat":[6,19,89,168],"akurasi":[7,20,79,90,169],"hasil":[8],"klasifikasi":[9,67,102],"objek":[10,60,71],"menggunakan":[11,120,128],"algoritma":[12,81],"K-Nearest":[13,82,98,129],"Neighbor":[14,83,99,130],"dan":[15,45,56,158,175],"Backward":[16,105,121],"Elimination.":[17],"Pengukuran":[18],"diperlukan":[21],"untuk":[22,101,108,131],"menentukan":[23,28,75],"tindakan":[24,76],"selanjutnya,":[25],"misalnya":[26],"dalam":[27,74],"deteksi":[29],"awal":[30,87,174],"suatu":[31,59,70],"penyakit":[32,150],"mesothelioma.":[33,151],"Mesothelioma":[34],"kanker":[36],"langka":[37],"yang":[38,50,111,137,162],"mempengaruhi":[39],"dinding":[40],"sel":[41],"tipis":[42],"organ":[44],"struktur":[46],"internal":[47],"tubuh":[48],"manusia":[49],"dapat":[51,61,72],"ditemukan":[52],"di":[53],"pleura,":[54],"peritoneum,":[55],"jantung.":[57],"Pengklasifikasian":[58],"digunakan":[62,84,100,107],"dengan":[63,125,147],"beberapa":[64],"metode.":[65],"Proses":[66,117],"data":[68,153,156,159],"mempermudah":[73],"selanjutnya.":[77],"Nilai":[78],"pengukuran":[80],"sebagai":[85],"nilai":[86,167,173],"penentuan":[88],"setelah":[91,179],"dilakukan":[92,123,180],"seleksi":[93,118,181],"fitur":[94,119,134,182],"backward":[95,183],"elimination.":[96,184],"Algoritma":[97],"pada":[103,114,164],"objek.":[104],"Elimination":[106,122],"memilih":[109],"atribut":[110,177],"paling":[112,138],"relevan":[113],"proses":[115,126],"klasifikasi.":[116],"bersamaan":[124],"pemodelan":[127],"menemukan":[132],"subset":[133],"(set":[135],"atribut)":[136],"relevan.":[139],"Objek":[140],"diperoleh":[142],"machine":[144],"learning":[145],"repository":[146],"nama":[148],"dataset":[149],"Transformasi":[152],"dikelompokkan":[154],"kedalam":[155],"training":[157],"testing.":[160],"Hasil":[161],"menarik":[163],"lebih":[170],"besar":[171],"set":[176],"terbaik":[178]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2019-07-30T00:00:00"}