{"id":"https://openalex.org/W1989079290","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891536","title":"Use of cumulative information estimations for risk assessment of heart failure patients","display_name":"Use of cumulative information estimations for risk assessment of heart failure patients","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W1989079290","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891536","mag":"1989079290"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2014.6891536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5064224719","display_name":"J\u00e1n Boh\u00e1\u010dik","orcid":null},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]},{"id":"https://openalex.org/I3122011922","display_name":"University of \u017dilina","ror":"https://ror.org/031wwwj55","country_code":"SK","type":"education","lineage":["https://openalex.org/I3122011922"]}],"countries":["GB","SK"],"is_corresponding":true,"raw_author_name":"Jan Bohacik","raw_affiliation_strings":["Department of Computer Science, University of Hull, Hull, United Kingdom","Department of Informatics, University of Zilina, Zilina, Slovakia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Hull, Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]},{"raw_affiliation_string":"Department of Informatics, University of Zilina, Zilina, Slovakia","institution_ids":["https://openalex.org/I3122011922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046762295","display_name":"C. Kambhampati","orcid":"https://orcid.org/0000-0001-9110-2763"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Kambhampati","raw_affiliation_strings":["University of Hull, Hull, Kingston upon Hull, GB"],"affiliations":[{"raw_affiliation_string":"University of Hull, Hull, Kingston upon Hull, GB","institution_ids":["https://openalex.org/I191240316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009021145","display_name":"Darryl N. Davis","orcid":"https://orcid.org/0000-0001-5236-6141"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Darryl N. Davis","raw_affiliation_strings":["Department of Computer Science, University of Hull, Hull, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Hull, Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017160240","display_name":"John G.F. Cleland","orcid":"https://orcid.org/0000-0002-1471-7016"},"institutions":[{"id":"https://openalex.org/I191240316","display_name":"University of Hull","ror":"https://ror.org/04nkhwh30","country_code":"GB","type":"education","lineage":["https://openalex.org/I191240316"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. G. F. Cleland","raw_affiliation_strings":["Department of Cardiology, University of Hull, Hull, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, University of Hull, Hull, United Kingdom","institution_ids":["https://openalex.org/I191240316"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064224719"],"corresponding_institution_ids":["https://openalex.org/I191240316","https://openalex.org/I3122011922"],"apc_list":null,"apc_paid":null,"fwci":1.636,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86724338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1402","last_page":"1407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.972100019454956,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.972100019454956,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9689000248908997,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9133999943733215,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/decision-tree","display_name":"Decision tree","score":0.549286961555481},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.54563307762146},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5351606011390686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5163453817367554},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.509526789188385},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.473877876996994},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4241583049297333},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41868436336517334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3937007188796997},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3221639394760132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2971411943435669},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.238989919424057},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14067783951759338}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.549286961555481},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.54563307762146},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5351606011390686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5163453817367554},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.509526789188385},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.473877876996994},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4241583049297333},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41868436336517334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3937007188796997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3221639394760132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2971411943435669},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.238989919424057},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14067783951759338},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2014.6891536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891536","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1514846420","https://openalex.org/W1595800834","https://openalex.org/W1967548571","https://openalex.org/W1981389970","https://openalex.org/W2027244611","https://openalex.org/W2050547330","https://openalex.org/W2052128567","https://openalex.org/W2065610092","https://openalex.org/W2066612869","https://openalex.org/W2072357817","https://openalex.org/W2078514605","https://openalex.org/W2080087838","https://openalex.org/W2093128377","https://openalex.org/W2094617159","https://openalex.org/W2096059947","https://openalex.org/W2110220361","https://openalex.org/W2120716022","https://openalex.org/W2346154048","https://openalex.org/W2473738234","https://openalex.org/W6630470473","https://openalex.org/W6635446714"],"related_works":["https://openalex.org/W2466816617","https://openalex.org/W3174028392","https://openalex.org/W1970834875","https://openalex.org/W842936808","https://openalex.org/W2000517284","https://openalex.org/W2365318811","https://openalex.org/W2136503713","https://openalex.org/W2375330620","https://openalex.org/W2363755581","https://openalex.org/W1977605874"],"abstract_inverted_index":{"As":[0],"a":[1,26,71,124,152,156,161,168],"consequence":[2],"of":[3,10,28,58,65,83,97,114,118,139,141,143,148],"aging":[4],"population":[5],"and":[6,12,17,34,95,107,146,160],"an":[7,47,84,115],"increasing":[8],"prevalence":[9],"obesity":[11],"diabetes":[13],"there":[14],"are":[15,79],"more":[16,18],"patients":[19,68,122],"with":[20,46,69,123,130,151],"heart":[21,66],"failure.":[22],"This":[23],"leads":[24],"to":[25,35,42],"lack":[27],"professionals":[29],"who":[30],"can":[31],"treat":[32],"them":[33],"escalating":[36],"costs.":[37,149],"An":[38],"interesting":[39],"solution":[40,133],"appears":[41],"be":[43],"home":[44],"telemonitoring":[45],"intelligent":[48],"clinical":[49],"decision":[50,89,93,125],"support":[51],"system.":[52],"In":[53],"this":[54],"paper,":[55],"the":[56,121,131,137],"use":[57],"cumulative":[59,76,105,110],"information":[60,77,106,111],"estimations":[61,78],"for":[62,81,112],"risk":[63,128],"assessment":[64,129],"failure":[67],"such":[70],"system":[72],"is":[73,134,167],"analyzed.":[74],"These":[75],"utilized":[80],"creation":[82],"algorithmic":[85,101],"model":[86,102],"using":[87],"fuzzy":[88,98],"trees":[90,94],"that":[91],"combine":[92],"notions":[96],"logic.":[99],"The":[100,127],"employs":[103],"mutual":[104,109],"relative":[108],"association":[113],"important":[116],"piece":[117],"data":[119],"about":[120],"node.":[126],"presented":[132],"analyzed":[135],"from":[136],"point":[138],"view":[140],"minimization":[142,147],"life-threatening":[144],"situations":[145],"Comparisons":[150],"Bayesian":[153],"network":[154],"method,":[155,159],"nearest":[157],"neighbor":[158],"logistic":[162],"regression":[163],"method":[164],"show":[165],"it":[166],"promising":[169],"solution.":[170]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}