{"id":"https://openalex.org/W19608487","doi":"https://doi.org/10.1007/978-3-642-53956-5_16","title":"An Investigation of Classification Algorithms for Predicting HIV Drug Resistance without Genotype Resistance Testing","display_name":"An Investigation of Classification Algorithms for Predicting HIV Drug Resistance without Genotype Resistance Testing","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W19608487","doi":"https://doi.org/10.1007/978-3-642-53956-5_16","mag":"19608487"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-53956-5_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-53956-5_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5055435537","display_name":"Pascal Brandt","orcid":"https://orcid.org/0000-0001-5116-0555"},"institutions":[{"id":"https://openalex.org/I4210134452","display_name":"Jembi Health Systems","ror":"https://ror.org/03grty434","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I4210134452"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Pascal Brandt","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","Jembi Health Systems, Cape Town and Durban, South Africa"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"Jembi Health Systems, Cape Town and Durban, South Africa","institution_ids":["https://openalex.org/I4210134452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017580051","display_name":"Deshendran Moodley","orcid":"https://orcid.org/0000-0002-4340-9178"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Deshendran Moodley","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084841179","display_name":"Anban Pillay","orcid":"https://orcid.org/0000-0001-7160-6972"},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Anban W. Pillay","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","institution_ids":["https://openalex.org/I95023434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070597258","display_name":"Christopher J. Seebregts","orcid":"https://orcid.org/0000-0002-8212-9363"},"institutions":[{"id":"https://openalex.org/I4210134452","display_name":"Jembi Health Systems","ror":"https://ror.org/03grty434","country_code":"ZA","type":"nonprofit","lineage":["https://openalex.org/I4210134452"]},{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Christopher J. Seebregts","raw_affiliation_strings":["Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","Jembi Health Systems, Cape Town and Durban, South Africa"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence Research and Health Architecture Laboratory, University of KwaZulu-Natal, Durban/CSIR Meraka, Pretoria, South Africa","institution_ids":["https://openalex.org/I95023434"]},{"raw_affiliation_string":"Jembi Health Systems, Cape Town and Durban, South Africa","institution_ids":["https://openalex.org/I4210134452"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tulio de Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I95023434","display_name":"University of KwaZulu-Natal","ror":"https://ror.org/04qzfn040","country_code":"ZA","type":"education","lineage":["https://openalex.org/I95023434"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tulio de Oliveira","raw_affiliation_strings":["Africa Centre for Health and Population Studies, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa"],"affiliations":[{"raw_affiliation_string":"Africa Centre for Health and Population Studies, Nelson R. Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa","institution_ids":["https://openalex.org/I95023434"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055435537"],"corresponding_institution_ids":["https://openalex.org/I4210134452","https://openalex.org/I95023434"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.1367,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85251799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10526","display_name":"HIV/AIDS drug development and treatment","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10526","display_name":"HIV/AIDS drug development and treatment","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10151","display_name":"Hepatitis C virus research","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9937999844551086,"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/computer-science","display_name":"Computer science","score":0.6374661922454834},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.5861670970916748},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.5199383497238159},{"id":"https://openalex.org/keywords/hiv-drug-resistance","display_name":"HIV drug resistance","score":0.4743339419364929},{"id":"https://openalex.org/keywords/drug-resistance","display_name":"Drug resistance","score":0.47211968898773193},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39852258563041687},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.18079957365989685},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15595948696136475},{"id":"https://openalex.org/keywords/antiretroviral-therapy","display_name":"Antiretroviral therapy","score":0.09053817391395569},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08396539092063904},{"id":"https://openalex.org/keywords/microbiology","display_name":"Microbiology","score":0.07144314050674438},{"id":"https://openalex.org/keywords/viral-load","display_name":"Viral load","score":0.06337186694145203},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.061165958642959595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6374661922454834},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.5861670970916748},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.5199383497238159},{"id":"https://openalex.org/C2778451633","wikidata":"https://www.wikidata.org/wiki/Q5629934","display_name":"HIV drug resistance","level":5,"score":0.4743339419364929},{"id":"https://openalex.org/C114851261","wikidata":"https://www.wikidata.org/wiki/Q12147416","display_name":"Drug resistance","level":2,"score":0.47211968898773193},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39852258563041687},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.18079957365989685},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15595948696136475},{"id":"https://openalex.org/C2993143319","wikidata":"https://www.wikidata.org/wiki/Q583050","display_name":"Antiretroviral therapy","level":4,"score":0.09053817391395569},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08396539092063904},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.07144314050674438},{"id":"https://openalex.org/C142462285","wikidata":"https://www.wikidata.org/wiki/Q2528140","display_name":"Viral load","level":3,"score":0.06337186694145203},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.061165958642959595},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-53956-5_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-53956-5_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W54887220","https://openalex.org/W55768394","https://openalex.org/W100696174","https://openalex.org/W141465657","https://openalex.org/W172260869","https://openalex.org/W179179905","https://openalex.org/W1584323946","https://openalex.org/W1604139172","https://openalex.org/W1680392829","https://openalex.org/W1854866626","https://openalex.org/W1953606363","https://openalex.org/W1999954155","https://openalex.org/W2011922504","https://openalex.org/W2027468426","https://openalex.org/W2033072307","https://openalex.org/W2034989505","https://openalex.org/W2047734031","https://openalex.org/W2052684427","https://openalex.org/W2052797697","https://openalex.org/W2070619727","https://openalex.org/W2074302571","https://openalex.org/W2107432340","https://openalex.org/W2109943925","https://openalex.org/W2111988768","https://openalex.org/W2127382007","https://openalex.org/W2131218326","https://openalex.org/W2132471816","https://openalex.org/W2137523454","https://openalex.org/W2145827727","https://openalex.org/W2154164013","https://openalex.org/W2158698691","https://openalex.org/W2164381580","https://openalex.org/W2169235930","https://openalex.org/W2170505850","https://openalex.org/W2182593161","https://openalex.org/W2290178684","https://openalex.org/W2492778706","https://openalex.org/W4252355374","https://openalex.org/W4256361765"],"related_works":["https://openalex.org/W3011567179","https://openalex.org/W2964979954","https://openalex.org/W2378384631","https://openalex.org/W4295488769","https://openalex.org/W3203493386","https://openalex.org/W2372700301","https://openalex.org/W179295540","https://openalex.org/W2289782372","https://openalex.org/W2355300513","https://openalex.org/W2032847961"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
