{"id":"https://openalex.org/W3142446662","doi":"https://doi.org/10.1007/978-3-030-73200-4_30","title":"A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes","display_name":"A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3142446662","doi":"https://doi.org/10.1007/978-3-030-73200-4_30","mag":"3142446662"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-73200-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73200-4_30","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":"conference-paper","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/A5069441149","display_name":"Kehui Song","orcid":"https://orcid.org/0000-0001-9694-6359"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kehui Song","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Computer Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112723879","display_name":"Shenglong Yu","orcid":"https://orcid.org/0000-0002-2983-7344"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglong Yu","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Computer Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100684319","display_name":"Haiwei Zhang","orcid":"https://orcid.org/0000-0002-5852-0426"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiwei Zhang","raw_affiliation_strings":["College of Cyber Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Cyber Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386190","display_name":"Ying Zhang","orcid":"https://orcid.org/0009-0006-0916-9912"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhang","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Computer Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057847421","display_name":"Xiangrui Cai","orcid":"https://orcid.org/0000-0001-5039-0922"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangrui Cai","raw_affiliation_strings":["College of Cyber Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Cyber Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062064974","display_name":"Xiaojie Yuan","orcid":"https://orcid.org/0000-0002-5876-6856"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210126530","display_name":"Data Assurance and Communication Security","ror":"https://ror.org/02z2gfm30","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126530","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojie Yuan","raw_affiliation_strings":["College of Computer Science, Nankai University, Tianjin, 300350, China","College of Cyber Science, Nankai University, Tianjin, 300350, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","College of Computer Science, Nankai University, Tianjin, China","College of Cyber Science, Nankai University, Tianjin, China","Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, 300350, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, 300350, China","institution_ids":["https://openalex.org/I4210126530"]},{"raw_affiliation_string":"College of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Cyber Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Network and Data Security Technology, Tianjin, China","institution_ids":["https://openalex.org/I4210126530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100684319"],"corresponding_institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210126530"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4243,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55569701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"445","last_page":"460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9707000255584717,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9083999991416931,"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/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.8387936949729919},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6452124714851379},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5964340567588806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5862776637077332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5791991353034973},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5733422636985779},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5539872050285339},{"id":"https://openalex.org/keywords/decision-system","display_name":"Decision system","score":0.45896482467651367},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4552721679210663},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4320463240146637},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.426017701625824},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4109693467617035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19750401377677917},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.10408046841621399},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.10270941257476807}],"concepts":[{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.8387936949729919},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6452124714851379},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5964340567588806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5862776637077332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5791991353034973},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5733422636985779},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5539872050285339},{"id":"https://openalex.org/C2986909951","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision system","level":2,"score":0.45896482467651367},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4552721679210663},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4320463240146637},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.426017701625824},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4109693467617035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19750401377677917},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.10408046841621399},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.10270941257476807},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-73200-4_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73200-4_30","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":[{"display_name":"Good health and well-being","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1130077638","https://openalex.org/W1975250652","https://openalex.org/W2009501510","https://openalex.org/W2108626773","https://openalex.org/W2122210511","https://openalex.org/W2128873747","https://openalex.org/W2130773597","https://openalex.org/W2149620660","https://openalex.org/W2149870286","https://openalex.org/W2171837816","https://openalex.org/W2520334821","https://openalex.org/W2531733772","https://openalex.org/W2620656322","https://openalex.org/W2824512807","https://openalex.org/W2910328857","https://openalex.org/W2913879094","https://openalex.org/W2924178503","https://openalex.org/W2930181195","https://openalex.org/W2949754992","https://openalex.org/W2954788759","https://openalex.org/W2978273980","https://openalex.org/W2985020236","https://openalex.org/W3004227146","https://openalex.org/W3026299583","https://openalex.org/W3036294716","https://openalex.org/W3038010422","https://openalex.org/W3084281915","https://openalex.org/W3088254493","https://openalex.org/W3089331710","https://openalex.org/W3093970936"],"related_works":["https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W2389502773","https://openalex.org/W2380049256","https://openalex.org/W2093519970","https://openalex.org/W2373541381","https://openalex.org/W2383117642","https://openalex.org/W2357629428","https://openalex.org/W82249126","https://openalex.org/W1971651576"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
