{"id":"https://openalex.org/W2158381736","doi":"https://doi.org/10.1007/978-3-642-01805-3_10","title":"HIV-1 Drug Resistance Prediction and Therapy Optimization: A Case Study for the Application of Classification and Clustering Methods","display_name":"HIV-1 Drug Resistance Prediction and Therapy Optimization: A Case Study for the Application of Classification and Clustering Methods","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2158381736","doi":"https://doi.org/10.1007/978-3-642-01805-3_10","mag":"2158381736"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-01805-3_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01805-3_10","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/A5003092468","display_name":"Michal Rosen\u2010Zvi","orcid":"https://orcid.org/0000-0001-7616-9724"},"institutions":[{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Michal Rosen-Zvi","raw_affiliation_strings":["IBM Research Laboratory in Haifa, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research Laboratory in Haifa, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072874959","display_name":"Ehud Aharoni","orcid":"https://orcid.org/0000-0002-3647-1440"},"institutions":[{"id":"https://openalex.org/I4210167297","display_name":"IBM Research - Haifa","ror":"https://ror.org/05rw9t746","country_code":"IL","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210167297"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ehud Aharoni","raw_affiliation_strings":["IBM Research Laboratory in Haifa, Haifa University, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"IBM Research Laboratory in Haifa, Haifa University, Haifa, Israel","institution_ids":["https://openalex.org/I4210167297"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034181383","display_name":"Joachim Selbig","orcid":null},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I4210105972","display_name":"Max Planck Institute of Molecular Plant Physiology","ror":"https://ror.org/01fbde567","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210105972"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Joachim Selbig","raw_affiliation_strings":["Institute of Biochemistry and Biology, Max Planck Institute of Molecular Plant Physiology, University of Potsdam, Potsdam-Golm, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Biochemistry and Biology, Max Planck Institute of Molecular Plant Physiology, University of Potsdam, Potsdam-Golm, Germany","institution_ids":["https://openalex.org/I4210105972","https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003092468"],"corresponding_institution_ids":["https://openalex.org/I4210167297"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72625698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10112","display_name":"HIV Research and Treatment","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10112","display_name":"HIV Research and Treatment","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10526","display_name":"HIV/AIDS drug development and treatment","score":0.9987999796867371,"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":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6454185247421265},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.591067373752594},{"id":"https://openalex.org/keywords/drug-resistance","display_name":"Drug resistance","score":0.4977722465991974},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.4704676568508148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4319356381893158},{"id":"https://openalex.org/keywords/hiv-drug-resistance","display_name":"HIV drug resistance","score":0.43007606267929077},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3572598099708557},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35692286491394043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32474738359451294},{"id":"https://openalex.org/keywords/antiretroviral-therapy","display_name":"Antiretroviral therapy","score":0.2863684296607971},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.21971282362937927},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.2047397792339325},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11296316981315613},{"id":"https://openalex.org/keywords/viral-load","display_name":"Viral load","score":0.1034812331199646},{"id":"https://openalex.org/keywords/microbiology","display_name":"Microbiology","score":0.0673152506351471}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6454185247421265},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.591067373752594},{"id":"https://openalex.org/C114851261","wikidata":"https://www.wikidata.org/wiki/Q12147416","display_name":"Drug resistance","level":2,"score":0.4977722465991974},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.4704676568508148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4319356381893158},{"id":"https://openalex.org/C2778451633","wikidata":"https://www.wikidata.org/wiki/Q5629934","display_name":"HIV drug resistance","level":5,"score":0.43007606267929077},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3572598099708557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35692286491394043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32474738359451294},{"id":"https://openalex.org/C2993143319","wikidata":"https://www.wikidata.org/wiki/Q583050","display_name":"Antiretroviral therapy","level":4,"score":0.2863684296607971},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.21971282362937927},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.2047397792339325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11296316981315613},{"id":"https://openalex.org/C142462285","wikidata":"https://www.wikidata.org/wiki/Q2528140","display_name":"Viral load","level":3,"score":0.1034812331199646},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0673152506351471}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-01805-3_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01805-3_10","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":[{"score":0.699999988079071,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W56727962","https://openalex.org/W90408420","https://openalex.org/W92894758","https://openalex.org/W227809069","https://openalex.org/W1479807131","https://openalex.org/W1498486940","https://openalex.org/W1511536650","https://openalex.org/W1542608470","https://openalex.org/W1988215875","https://openalex.org/W1998475765","https://openalex.org/W2011922504","https://openalex.org/W2030452661","https://openalex.org/W2032229307","https://openalex.org/W2054688372","https://openalex.org/W2063465748","https://openalex.org/W2071438471","https://openalex.org/W2080926698","https://openalex.org/W2094536042","https://openalex.org/W2097973429","https://openalex.org/W2099111195","https://openalex.org/W2111988768","https://openalex.org/W2119640283","https://openalex.org/W2125900719","https://openalex.org/W2127382007","https://openalex.org/W2128685318","https://openalex.org/W2132481658","https://openalex.org/W2140179827","https://openalex.org/W2145848202","https://openalex.org/W2146950091","https://openalex.org/W2154901255","https://openalex.org/W2155676461","https://openalex.org/W2159080219","https://openalex.org/W2182593161","https://openalex.org/W2572649072","https://openalex.org/W2979454998","https://openalex.org/W3143625801"],"related_works":["https://openalex.org/W3011567179","https://openalex.org/W2103414045","https://openalex.org/W2964979954","https://openalex.org/W2378384631","https://openalex.org/W4295488769","https://openalex.org/W3203493386","https://openalex.org/W2086452998","https://openalex.org/W2372700301","https://openalex.org/W179295540","https://openalex.org/W2109046728"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
