{"id":"https://openalex.org/W2057563377","doi":"https://doi.org/10.1080/10556780600883684","title":"The study of drug\u2013reaction relationships using global optimization techniques","display_name":"The study of drug\u2013reaction relationships using global optimization techniques","publication_year":2006,"publication_date":"2006-08-17","ids":{"openalex":"https://openalex.org/W2057563377","doi":"https://doi.org/10.1080/10556780600883684","mag":"2057563377"},"language":"en","primary_location":{"id":"doi:10.1080/10556780600883684","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780600883684","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/The_study_of_drug-reaction_relationships_using_global_optimization_techniques/20846965","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065941078","display_name":"Musa Mammadov","orcid":"https://orcid.org/0000-0002-2600-3379"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"M. A. Mammadov","raw_affiliation_strings":["University of Ballarat","University of Ballarat, Ballarat Victoria, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ballarat","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"University of Ballarat, Ballarat Victoria, Australia#TAB#","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108211226","display_name":"A. M. Rubinov","orcid":null},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. M. Rubinov","raw_affiliation_strings":["University of Ballarat","University of Ballarat, Ballarat Victoria, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ballarat","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"University of Ballarat, Ballarat Victoria, Australia#TAB#","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048317892","display_name":"John Yearwood","orcid":"https://orcid.org/0000-0002-7562-6767"},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"J. Yearwood","raw_affiliation_strings":["University of Ballarat","University of Ballarat, Ballarat Victoria, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ballarat","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"University of Ballarat, Ballarat Victoria, Australia#TAB#","institution_ids":["https://openalex.org/I149672521"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065941078"],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":null,"apc_paid":null,"fwci":0.9712,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.76701644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"22","issue":"1","first_page":"99","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11460","display_name":"Analytical Methods in Pharmaceuticals","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.704959511756897},{"id":"https://openalex.org/keywords/adverse-drug-reaction","display_name":"Adverse drug reaction","score":0.6890445351600647},{"id":"https://openalex.org/keywords/drug-reaction","display_name":"Drug reaction","score":0.5576549768447876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5111714005470276},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4789983928203583},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4457740783691406},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4334811568260193},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31262776255607605},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2907062768936157},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.2704937756061554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21835491061210632},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08198687434196472}],"concepts":[{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.704959511756897},{"id":"https://openalex.org/C2780542314","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Adverse drug reaction","level":3,"score":0.6890445351600647},{"id":"https://openalex.org/C2993432071","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Drug reaction","level":3,"score":0.5576549768447876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5111714005470276},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4789983928203583},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4457740783691406},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4334811568260193},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31262776255607605},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2907062768936157},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.2704937756061554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21835491061210632},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08198687434196472},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/10556780600883684","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780600883684","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},{"id":"pmh:vital:540","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/35741","pdf_url":null,"source":{"id":"https://openalex.org/S4306400234","display_name":"FedUni ResearchOnline (Federation University Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210158496","host_organization_name":"Australian Federation of University Women \u2013 South Australia","host_organization_lineage":["https://openalex.org/I4210158496"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30101504","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20846965","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/The_study_of_drug-reaction_relationships_using_global_optimization_techniques/20846965","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20846965","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/The_study_of_drug-reaction_relationships_using_global_optimization_techniques/20846965","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W111049624","https://openalex.org/W1976080934","https://openalex.org/W1981809734","https://openalex.org/W1985505791","https://openalex.org/W2005422315","https://openalex.org/W2007579098","https://openalex.org/W2015487160","https://openalex.org/W2029263042","https://openalex.org/W2029296527","https://openalex.org/W2039594635","https://openalex.org/W2052659939","https://openalex.org/W2053463056","https://openalex.org/W2118462455","https://openalex.org/W2140742150","https://openalex.org/W2162737890","https://openalex.org/W2331786215","https://openalex.org/W2415448977","https://openalex.org/W2429020212","https://openalex.org/W2503162787","https://openalex.org/W4230604660","https://openalex.org/W4239526609","https://openalex.org/W4300109173"],"related_works":["https://openalex.org/W2373667733","https://openalex.org/W2994173949","https://openalex.org/W2384569975","https://openalex.org/W2347501567","https://openalex.org/W2352051165","https://openalex.org/W2378247705","https://openalex.org/W2032488286","https://openalex.org/W2072738775","https://openalex.org/W2368117378","https://openalex.org/W3029470808"],"abstract_inverted_index":{"In":[0],"this":[1,110],"paper":[2],"we":[3,55,82],"develop":[4],"an":[5,87],"optimization":[6,43,88],"approach":[7,18,91,111],"for":[8,50,70],"the":[9,26,62,98],"study":[10],"of":[11,28,31,59,65],"adverse":[12],"drug":[13],"reaction":[14],"(ADR)":[15],"problems.":[16],"This":[17],"is":[19,92],"based":[20,108],"on":[21,57,79,109],"drug\u2013reaction":[22,80],"relationships":[23],"represented":[24],"in":[25,120],"form":[27],"a":[29,38],"vector":[30],"weights,":[32],"which":[33],"can":[34,47],"be":[35,48],"defined":[36],"as":[37,86],"solution":[39],"to":[40,94],"some":[41],"global":[42],"problem.":[44,89],"Although":[45],"it":[46],"used":[49],"solving":[51],"many":[52],"ADR":[53],"problems,":[54],"concentrate":[56],"two":[58],"them":[60],"here:":[61],"accurate":[63],"identification":[64],"drugs":[66],"that":[67,72],"are":[68],"responsible":[69],"reactions":[71,96],"have":[73,117],"occurred,":[74],"and":[75,115],"drug\u2013drug":[76],"interactions.":[77],"Based":[78],"relationships,":[81],"formulate":[83],"these":[84],"problems":[85],"The":[90],"applied":[93],"cardiovascularn-type":[95],"from":[97],"Australian":[99],"Adverse":[100],"Drug":[101],"Reaction":[102],"Advisory":[103],"Committee":[104],"(ADRAC)":[105],"database.":[106],"Software":[107],"has":[112],"been":[113],"developed":[114],"could":[116],"beneficial":[118],"use":[119],"prescribing.":[121]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
