{"id":"https://openalex.org/W1972347627","doi":"https://doi.org/10.1109/cec.2010.5586315","title":"Genetic algorithm based fuzzy multiple regression for the nocturnal Hypoglycaemia detection","display_name":"Genetic algorithm based fuzzy multiple regression for the nocturnal Hypoglycaemia detection","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1972347627","doi":"https://doi.org/10.1109/cec.2010.5586315","mag":"1972347627"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/16206/1/2010000088.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079852457","display_name":"Sai Ho Ling","orcid":"https://orcid.org/0000-0003-0849-5098"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sai Ho Ling","raw_affiliation_strings":["Centre of Health Technologies, Faculty of Engineering and IT, Sydney University of Technology, Ultimo, NSW, Australia","Centre for Health Technologies, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Health Technologies, Faculty of Engineering and IT, Sydney University of Technology, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I129604602"]},{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716476","display_name":"Hung T. Nguyen","orcid":"https://orcid.org/0000-0003-3373-8178"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["Centre of Health Technologies, Faculty of Engineering and IT, Sydney University of Technology, Ultimo, NSW, Australia","Centre for Health Technologies, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Centre of Health Technologies, Faculty of Engineering and IT, Sydney University of Technology, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I129604602"]},{"raw_affiliation_string":"Centre for Health Technologies, Faculty of Engineering and IT, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068550413","display_name":"Kit Yan Chan","orcid":"https://orcid.org/0000-0003-4949-7647"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kit Yan Chan","raw_affiliation_strings":["Digital Ecosystems and Business Intelligence Institute, Curtin University of Technology, WA, Australia"],"affiliations":[{"raw_affiliation_string":"Digital Ecosystems and Business Intelligence Institute, Curtin University of Technology, WA, Australia","institution_ids":["https://openalex.org/I205640436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079852457"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0800217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10560","display_name":"Diabetes Management and Research","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9623000025749207,"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/unconsciousness","display_name":"Unconsciousness","score":0.7164325714111328},{"id":"https://openalex.org/keywords/qt-interval","display_name":"QT interval","score":0.4985923767089844},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.48390230536460876},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4755522906780243},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.4728434681892395},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.45958250761032104},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.43986836075782776},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43770498037338257},{"id":"https://openalex.org/keywords/heart-rate-variability","display_name":"Heart rate variability","score":0.43770191073417664},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.424716979265213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3651544451713562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34084805846214294},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3300817906856537},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3192368149757385},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3173977732658386},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2956271469593048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28547194600105286},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2189965844154358},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.18250280618667603},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.13133123517036438},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.11388793587684631}],"concepts":[{"id":"https://openalex.org/C2776470351","wikidata":"https://www.wikidata.org/wiki/Q12829165","display_name":"Unconsciousness","level":2,"score":0.7164325714111328},{"id":"https://openalex.org/C118441451","wikidata":"https://www.wikidata.org/wiki/Q12074763","display_name":"QT interval","level":2,"score":0.4985923767089844},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.48390230536460876},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4755522906780243},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.4728434681892395},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.45958250761032104},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.43986836075782776},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43770498037338257},{"id":"https://openalex.org/C71635504","wikidata":"https://www.wikidata.org/wiki/Q933954","display_name":"Heart rate variability","level":4,"score":0.43770191073417664},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.424716979265213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3651544451713562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34084805846214294},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3300817906856537},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3192368149757385},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3173977732658386},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2956271469593048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28547194600105286},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2189965844154358},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.18250280618667603},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.13133123517036438},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.11388793587684631},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cec.2010.5586315","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586315","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/16206","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/16206","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/16206/1/2010000088.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"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 Proceeding"},{"id":"pmh:oai:espace.curtin.edu.au:20.500.11937/43787","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11937/43787","pdf_url":null,"source":{"id":"https://openalex.org/S4306401790","display_name":"eSpace (Curtin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205640436","host_organization_name":"Curtin University","host_organization_lineage":["https://openalex.org/I205640436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/16206","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/16206","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/16206/1/2010000088.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"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 Proceeding"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1972347627.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W38218484","https://openalex.org/W1489537150","https://openalex.org/W1565902586","https://openalex.org/W1932517356","https://openalex.org/W1980643059","https://openalex.org/W2103414828","https://openalex.org/W2104324382","https://openalex.org/W2128518257","https://openalex.org/W2166843422","https://openalex.org/W2769264260","https://openalex.org/W4205334862","https://openalex.org/W4229602251","https://openalex.org/W4241385086","https://openalex.org/W4300886904"],"related_works":["https://openalex.org/W2134150245","https://openalex.org/W4250030624","https://openalex.org/W2170454864","https://openalex.org/W2185212171","https://openalex.org/W2460866488","https://openalex.org/W3094531298","https://openalex.org/W2375645413","https://openalex.org/W2156423497","https://openalex.org/W3114221551","https://openalex.org/W604573943"],"abstract_inverted_index":{"Low":[0],"blood":[1],"glucose":[2],"(Hypoglycaemia)":[3],"is":[4,85],"dangerous":[5],"and":[6,12,19,48,107,132],"can":[7,126],"result":[8],"in":[9,26],"unconsciousness,":[10],"seizures":[11],"even":[13],"death.":[14],"It":[15],"has":[16],"a":[17,69,102,108],"common":[18],"serious":[20],"side":[21],"effect":[22],"of":[23,39,45,51,59,80,92],"insulin":[24],"therapy":[25],"patients":[27],"with":[28,129],"diabetes.":[29],"We":[30],"measure":[31],"physiological":[32,64],"parameters":[33,91],"(heart":[34],"rate,":[35,47],"corrected":[36,52],"QT":[37,53],"interval":[38],"the":[40,49,78,89,93,123],"electrocardiogram":[41],"(ECG)":[42],"signal,":[43],"change":[44,50],"heart":[46],"interval)":[54],"continuously":[55],"to":[56,76,87],"provide":[57],"detection":[58],"hypoglycaemic.":[60],"Based":[61],"on":[62],"these":[63],"parameters,":[65],"we":[66],"have":[67],"developed":[68],"genetic":[70],"algorithm":[71,84,125],"based":[72],"multiple":[73,94],"regression":[74],"model":[75],"determine":[77,88],"presence":[79],"hypoglycaemic":[81],"episodes.":[82],"Genetic":[83],"used":[86],"optimal":[90],"regression.":[95],"The":[96,118],"overall":[97],"data":[98],"were":[99],"organized":[100],"into":[101],"training":[103],"set":[104,110],"(8":[105],"patients)":[106],"testing":[109],"(another":[111],"8":[112],"patient)":[113],"which":[114],"are":[115],"randomly":[116],"selected.":[117],"clinical":[119],"results":[120],"show":[121],"that":[122],"proposed":[124],"achieve":[127],"predictions":[128],"good":[130],"sensitivities":[131],"acceptable":[133],"specificities.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
