{"id":"https://openalex.org/W2116052076","doi":"https://doi.org/10.1109/cimca.2005.1631401","title":"Using association and overlapping time window approach to detect drug reaction signals","display_name":"Using association and overlapping time window approach to detect drug reaction signals","publication_year":2006,"publication_date":"2006-05-25","ids":{"openalex":"https://openalex.org/W2116052076","doi":"https://doi.org/10.1109/cimca.2005.1631401","mag":"2116052076"},"language":"en","primary_location":{"id":"doi:10.1109/cimca.2005.1631401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cimca.2005.1631401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06)","raw_type":"proceedings-article"},"type":"article","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/A5041816418","display_name":"Sasha Ivkovic","orcid":"https://orcid.org/0000-0003-3945-6630"},"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":"S. Ivkovic","raw_affiliation_strings":["School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038203790","display_name":"G.W. Saunders","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":"G. Saunders","raw_affiliation_strings":["School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108846687","display_name":"R. Ghosh","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":"R. Ghosh","raw_affiliation_strings":["School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic","institution_ids":[]}]},{"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":["School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic"],"affiliations":[{"raw_affiliation_string":"School of Information Technology and Mathematical Sciences, University of Ballarat, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]},{"raw_affiliation_string":"Sch. of Inf. Technol. & Math. Sci., Univ. of Ballarat, Victoria, Vic","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041816418"],"corresponding_institution_ids":["https://openalex.org/I149672521"],"apc_list":null,"apc_paid":null,"fwci":0.327,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6216844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"1045","last_page":"1053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9922999739646912,"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":0.9922999739646912,"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9878000020980835,"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"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7346215844154358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7018238306045532},{"id":"https://openalex.org/keywords/adverse-drug-reaction","display_name":"Adverse drug reaction","score":0.6526055932044983},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.600440263748169},{"id":"https://openalex.org/keywords/drug-reaction","display_name":"Drug reaction","score":0.5913729667663574},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5341960787773132},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.521937370300293},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4947933554649353},{"id":"https://openalex.org/keywords/detection-theory","display_name":"Detection theory","score":0.4913891851902008},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4881795048713684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33505356311798096},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17979013919830322},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.1450713574886322}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7346215844154358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7018238306045532},{"id":"https://openalex.org/C2780542314","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Adverse drug reaction","level":3,"score":0.6526055932044983},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.600440263748169},{"id":"https://openalex.org/C2993432071","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Drug reaction","level":3,"score":0.5913729667663574},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5341960787773132},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.521937370300293},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4947933554649353},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.4913891851902008},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4881795048713684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33505356311798096},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17979013919830322},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.1450713574886322},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cimca.2005.1631401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cimca.2005.1631401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06)","raw_type":"proceedings-article"},{"id":"pmh:vital:1404","is_oa":false,"landing_page_url":"http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/57974","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":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307856","display_name":"World Health Organization","ror":"https://ror.org/01f80g185"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1527512398","https://openalex.org/W1981809734","https://openalex.org/W1988100739","https://openalex.org/W2009478235","https://openalex.org/W2009781877","https://openalex.org/W2011868777","https://openalex.org/W2015487160","https://openalex.org/W2039382517","https://openalex.org/W2052659939","https://openalex.org/W2064716383","https://openalex.org/W2067243623","https://openalex.org/W2078531432","https://openalex.org/W2166559705","https://openalex.org/W2171821819","https://openalex.org/W2998574808","https://openalex.org/W6631413879"],"related_works":["https://openalex.org/W2376885761","https://openalex.org/W2995438986","https://openalex.org/W2398395680","https://openalex.org/W2365386954","https://openalex.org/W2377282230","https://openalex.org/W2348194333","https://openalex.org/W2352744048","https://openalex.org/W2370505849","https://openalex.org/W2347501567","https://openalex.org/W2140742150"],"abstract_inverted_index":{"The":[0,142,220],"problem":[1,27],"with":[2],"detecting":[3,132],"adverse":[4],"drug":[5,50,89,115,174,199],"reactions":[6,179],"(ADRs)":[7],"from":[8],"drugs":[9,167],"is":[10,28],"that":[11,233],"they":[12,20],"may":[13],"not":[14,123],"be":[15],"obvious":[16],"until":[17],"long":[18],"after":[19],"are":[21,31],"widely":[22],"prescribed.":[23],"Part":[24],"of":[25,41,93,101,114,150,166,173,207,222,226],"the":[26,59,104,112,169,182,198,205],"these":[29,102],"events":[30],"rare.":[32],"This":[33,53],"work":[34,54],"describes":[35],"an":[36,107,138],"approach":[37,130,235],"to":[38,117,146],"signal":[39,82,119,134,243],"detection":[40,83,120,206,244],"ADRs":[42],"based":[43,180],"on":[44,181],"association":[45,154,189],"rules":[46,155,190],"(AR)":[47],"in":[48,78,197,204,212],"Australian":[49,60],"safety":[51,90],"data.":[52],"was":[55],"carried":[56],"out":[57],"using":[58,106,137,215,229],"Adverse":[61],"Drug":[62],"Reactions":[63],"Advisory":[64],"Committee":[65],"(ADRAC)":[66],"database,":[67],"which":[68,94],"contains":[69],"a":[70,96,128,216,223,238],"hundred":[71],"and":[72,177,191,200,240],"thirty":[73],"seven":[74],"thousand":[75],"records":[76],"collected":[77],"1972-2001":[79],"period.":[80],"Many":[81],"methods":[84,121],"have":[85],"been":[86,124],"developed":[87],"for":[88,109,131,156,162,194],"data,":[91],"most":[92],"use":[95,153],"classical":[97],"statistical":[98],"approach.":[99,141,219],"Some":[100],"stratify":[103],"data":[105,228],"ontology":[108],"reactions,":[110],"but":[111],"application":[113],"ontologies":[116],"ADR":[118,242],"has":[122],"reported.":[125],"We":[126,152],"propose":[127],"novel":[129],"various":[133],"levels":[135,165,196,211],"by":[136],"overlapped":[139],"windowing":[140],"overlapping":[143],"windows":[144],"help":[145],"detect":[147],"smooth":[148],"transition":[149],"signal.":[151],"measuring":[157],"significant":[158],"change":[159],"over":[160],"time":[161],"different":[163,195],"hierarchical":[164],"(using":[168],"anatomical-therapeutic-chemical":[170],"(ATC)":[171],"system":[172,183],"classification":[175],"ontology)":[176],"their":[178,192],"organ":[184],"classes":[185],"(SOC)":[186],"ontology.":[187],"Using":[188],"strength":[193],"reaction":[201],"hierarchy,":[202],"helps":[203],"signals":[208],"at":[209],"particular":[210],"higher":[213],"order":[214],"bottom":[217],"up":[218],"results":[221],"preliminary":[224],"investigation":[225],"ADRAC":[227],"our":[230],"method":[231,245],"demonstrate":[232],"this":[234],"could":[236],"produce":[237],"powerful":[239],"robust":[241]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
