{"id":"https://openalex.org/W2768453072","doi":"https://doi.org/10.1109/idaacs.2017.8095169","title":"Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention","display_name":"Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2768453072","doi":"https://doi.org/10.1109/idaacs.2017.8095169","mag":"2768453072"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2017.8095169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2017.8095169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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/A5069178665","display_name":"Galyna Kriukova","orcid":"https://orcid.org/0000-0002-5558-0976"},"institutions":[{"id":"https://openalex.org/I112412981","display_name":"National University of Kyiv Mohyla Academy","ror":"https://ror.org/03wfca816","country_code":"UA","type":"education","lineage":["https://openalex.org/I112412981"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Galyna Kriukova","raw_affiliation_strings":["Department of Mathematics, National University of \u201cKyiv-Mohyla Academy\u201d, Kyiv, Ukraine","Department of Mathematics, National University of \"Kyiv-Mohyla Academy\", Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, National University of \u201cKyiv-Mohyla Academy\u201d, Kyiv, Ukraine","institution_ids":["https://openalex.org/I112412981"]},{"raw_affiliation_string":"Department of Mathematics, National University of \"Kyiv-Mohyla Academy\", Kyiv, Ukraine","institution_ids":["https://openalex.org/I112412981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050262088","display_name":"Nadiya Shvai","orcid":"https://orcid.org/0000-0001-8194-6196"},"institutions":[{"id":"https://openalex.org/I112412981","display_name":"National University of Kyiv Mohyla Academy","ror":"https://ror.org/03wfca816","country_code":"UA","type":"education","lineage":["https://openalex.org/I112412981"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nadiya Shvai","raw_affiliation_strings":["Department of Mathematics, National University of \u201cKyiv-Mohyla Academy\u201d, Kyiv, Ukraine","Department of Mathematics, National University of \"Kyiv-Mohyla Academy\", Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, National University of \u201cKyiv-Mohyla Academy\u201d, Kyiv, Ukraine","institution_ids":["https://openalex.org/I112412981"]},{"raw_affiliation_string":"Department of Mathematics, National University of \"Kyiv-Mohyla Academy\", Kyiv, Ukraine","institution_ids":["https://openalex.org/I112412981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109294259","display_name":"Sergei V. Pereverzyev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158379","display_name":"Johann Radon Institute for Computational and Applied Mathematics","ror":"https://ror.org/05a94k872","country_code":"AT","type":"facility","lineage":["https://openalex.org/I138211613","https://openalex.org/I4210158379"]},{"id":"https://openalex.org/I138211613","display_name":"Austrian Academy of Sciences","ror":"https://ror.org/03anc3s24","country_code":"AT","type":"funder","lineage":["https://openalex.org/I138211613"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sergei V. Pereverzyev","raw_affiliation_strings":["Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy of Sciences, Linz, Austria"],"affiliations":[{"raw_affiliation_string":"Johann Radon Institute for Computational and Applied Mathematics, Austrian Academy of Sciences, Linz, Austria","institution_ids":["https://openalex.org/I4210158379","https://openalex.org/I138211613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069178665"],"corresponding_institution_ids":["https://openalex.org/I112412981"],"apc_list":null,"apc_paid":null,"fwci":0.6894,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72985273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"634","last_page":"638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9993000030517578,"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":0.9993000030517578,"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14189","display_name":"Intravenous Infusion Technology and Safety","score":0.9452999830245972,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nocturnal","display_name":"Nocturnal","score":0.7043033838272095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5922567248344421},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5904693007469177},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5414336919784546},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47021153569221497},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35314539074897766},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35024774074554443},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18765637278556824},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10032495856285095},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07447448372840881}],"concepts":[{"id":"https://openalex.org/C2777334680","wikidata":"https://www.wikidata.org/wiki/Q1607611","display_name":"Nocturnal","level":2,"score":0.7043033838272095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5922567248344421},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5904693007469177},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5414336919784546},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47021153569221497},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35314539074897766},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35024774074554443},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18765637278556824},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10032495856285095},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07447448372840881},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2017.8095169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2017.8095169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1573881667","https://openalex.org/W1970781863","https://openalex.org/W1979354727","https://openalex.org/W2062082544","https://openalex.org/W2078860578","https://openalex.org/W2100235918","https://openalex.org/W2109416725","https://openalex.org/W2114651246","https://openalex.org/W2141835999","https://openalex.org/W2144064004","https://openalex.org/W2146766088","https://openalex.org/W2221340659","https://openalex.org/W2316922153","https://openalex.org/W2474148808","https://openalex.org/W2769264260","https://openalex.org/W6681517666","https://openalex.org/W6844138650"],"related_works":["https://openalex.org/W1576176076","https://openalex.org/W1794612831","https://openalex.org/W1972644680","https://openalex.org/W172899504","https://openalex.org/W3013971698","https://openalex.org/W1584123598","https://openalex.org/W4319721678","https://openalex.org/W1968079525","https://openalex.org/W2731305060","https://openalex.org/W2010741673"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5],"predictive":[6],"alarm":[7],"ranking":[8,68],"algorithm":[9,40,65],"for":[10,26],"prevention":[11],"of":[12,28,30,55,78],"nocturnal":[13],"hypoglycemia":[14],"(NH)":[15],"in":[16,33,76],"patients":[17],"with":[18,48,66],"insulin-treated":[19],"diabetes.":[20],"We":[21,36],"adapt":[22],"collaborative":[23],"filtering":[24],"method":[25],"prognosis":[27],"risk":[29],"NH":[31],"occurrence":[32],"diabetic":[34],"patients.":[35],"illustrate":[37],"the":[38,53,56,64],"proposed":[39],"and":[41,69,81],"test":[42],"it":[43],"to":[44],"quantify":[45],"its":[46],"accuracy":[47],"medical":[49],"records":[50],"obtained":[51],"within":[52],"framework":[54],"European":[57],"FP7-funded":[58],"project":[59],"DIAdvisor.":[60],"Results":[61],"show":[62],"that":[63],"proper":[67],"preprocessed":[70],"data":[71],"outperforms":[72],"well-known":[73],"NH-prediction":[74],"approaches":[75],"terms":[77],"sensitivity,":[79],"specificity":[80],"Fl-score.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}