{"id":"https://openalex.org/W1975461431","doi":"https://doi.org/10.1109/jbhi.2015.2412175","title":"Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services","display_name":"Symmetrical Compression Distance for Arrhythmia Discrimination in Cloud-Based Big-Data Services","publication_year":2015,"publication_date":"2015-03-24","ids":{"openalex":"https://openalex.org/W1975461431","doi":"https://doi.org/10.1109/jbhi.2015.2412175","mag":"1975461431","pmid":"https://pubmed.ncbi.nlm.nih.gov/25823046"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2015.2412175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2412175","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5027693728","display_name":"Jos\u00e9 Mar\u00eda Lillo-Castellano","orcid":"https://orcid.org/0000-0001-7215-4314"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. M. Lillo-Castellano","raw_affiliation_strings":["Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091890497","display_name":"Inmaculada Mora-Jim\u00e9nez","orcid":"https://orcid.org/0000-0003-0735-367X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I. Mora-Jimenez","raw_affiliation_strings":["Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054573901","display_name":"Ricardo Santiago\u2010Mozos","orcid":"https://orcid.org/0000-0003-4641-6389"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Santiago-Mozos","raw_affiliation_strings":["Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043362665","display_name":"F. Chavarr\u00eda-Asso","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105955","display_name":"Medtronic (Spain)","ror":"https://ror.org/01tdsae39","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210091810","https://openalex.org/I4210105955"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Chavarria-Asso","raw_affiliation_strings":["Hospital Solutions, Medtronic Ib\u00e9rica S.A., Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Solutions, Medtronic Ib\u00e9rica S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210105955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045355620","display_name":"Alicia Cano-Gonzalez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105955","display_name":"Medtronic (Spain)","ror":"https://ror.org/01tdsae39","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210091810","https://openalex.org/I4210105955"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Cano-Gonzalez","raw_affiliation_strings":["Hospital Solutions, Medtronic Ib\u00e9rica S.A., Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Solutions, Medtronic Ib\u00e9rica S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210105955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018774074","display_name":"Arcadi Garc\u0131\u0301a-Alberola","orcid":"https://orcid.org/0000-0003-1928-865X"},"institutions":[{"id":"https://openalex.org/I4210150677","display_name":"Hospital Universitario Virgen de la Arrixaca","ror":"https://ror.org/058thx797","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210150677"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Garcia-Alberola","raw_affiliation_strings":["Arrhythmia Unit, Hospital Universitario Virgen de la Arrixaca, El Palmar, Spain"],"affiliations":[{"raw_affiliation_string":"Arrhythmia Unit, Hospital Universitario Virgen de la Arrixaca, El Palmar, Spain","institution_ids":["https://openalex.org/I4210150677"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051286582","display_name":"Jos\u00e9 Luis Rojo\u2010\u00c1lvarez","orcid":"https://orcid.org/0000-0003-0426-8912"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]},{"id":"https://openalex.org/I118946981","display_name":"Escuela Polit\u00e9cnica del Ej\u00e9rcito","ror":"https://ror.org/05j136930","country_code":"EC","type":"education","lineage":["https://openalex.org/I118946981"]}],"countries":["EC","ES"],"is_corresponding":false,"raw_author_name":"J. L. Rojo-Alvarez","raw_affiliation_strings":["Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain","Prometeo Researcher with Electric and Electronic Department, Universidad de las Fuerzas Armadas ESPE, Sangolqui, Ecuador"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Telematics and Computing, Rey Juan Carlos University, Fuenlabrada, Spain","institution_ids":["https://openalex.org/I182083151"]},{"raw_affiliation_string":"Prometeo Researcher with Electric and Electronic Department, Universidad de las Fuerzas Armadas ESPE, Sangolqui, Ecuador","institution_ids":["https://openalex.org/I118946981"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5027693728"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":2.7175,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.90629258,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"19","issue":"4","first_page":"1253","last_page":"1263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9934999942779541,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9617999792098999,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7871668338775635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7717891931533813},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6530560255050659},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5451951622962952},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.523483157157898},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38878777623176575},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3389449715614319}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7871668338775635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7717891931533813},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6530560255050659},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5451951622962952},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.523483157157898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38878777623176575},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3389449715614319},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D001145","descriptor_name":"Arrhythmias, Cardiac","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008492","descriptor_name":"Medical Informatics Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008492","descriptor_name":"Medical Informatics Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008492","descriptor_name":"Medical Informatics Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017147","descriptor_name":"Defibrillators, Implantable","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017147","descriptor_name":"Defibrillators, Implantable","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017147","descriptor_name":"Defibrillators, Implantable","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2015.2412175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2412175","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:25823046","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25823046","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321992","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o","ror":"https://ror.org/050zdnc69"},{"id":"https://openalex.org/F4320322805","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86"},{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W84899576","https://openalex.org/W116392911","https://openalex.org/W572368116","https://openalex.org/W582990830","https://openalex.org/W1607067320","https://openalex.org/W1623768750","https://openalex.org/W1634005169","https://openalex.org/W1638203394","https://openalex.org/W1991764815","https://openalex.org/W2002612623","https://openalex.org/W2035880148","https://openalex.org/W2036966807","https://openalex.org/W2037829924","https://openalex.org/W2051512755","https://openalex.org/W2057672034","https://openalex.org/W2060458196","https://openalex.org/W2109319607","https://openalex.org/W2117964944","https://openalex.org/W2126561177","https://openalex.org/W2128859735","https://openalex.org/W2137293557","https://openalex.org/W2144221002","https://openalex.org/W2155729921","https://openalex.org/W2162008124","https://openalex.org/W2164198472","https://openalex.org/W2295278941","https://openalex.org/W2498303644","https://openalex.org/W2504492770","https://openalex.org/W2582697902","https://openalex.org/W2587949734","https://openalex.org/W2726539084","https://openalex.org/W2951715213","https://openalex.org/W4205687621","https://openalex.org/W6764511729"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4244478748","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W4255224757"],"abstract_inverted_index":{"The":[0],"current":[1],"development":[2],"of":[3,11,20,55,105,162],"cloud":[4,61,163],"computing":[5,62],"is":[6,28,75],"completely":[7],"changing":[8],"the":[9,24,29,96,143,147,171],"paradigm":[10],"data":[12,37],"knowledge":[13,172],"extraction":[14],"in":[15,23,59,95,140],"huge":[16],"databases.":[17],"An":[18],"example":[19],"this":[21,44,153],"technology":[22],"cardiac":[25,116],"arrhythmia":[26,117,131],"field":[27],"SCOOP":[30,110],"platform,":[31],"a":[32,49,60,103,159],"national-level":[33],"scientific":[34],"cloud-based":[35],"big":[36],"service":[38,161],"for":[39,52,65,77,169],"implantable":[40],"cardioverter":[41],"defibrillators.":[42],"In":[43],"scenario,":[45],"we":[46],"here":[47],"propose":[48],"new":[50,70],"methodology":[51,154],"automatic":[53],"classification":[54,144],"intracardiac":[56],"electrograms":[57],"(EGMs)":[58],"system,":[63],"designed":[64],"minimal":[66],"signal":[67],"preprocessing.":[68],"A":[69],"compression-based":[71],"similarity":[72],"measure":[73],"(CSM)":[74],"created":[76],"low":[78],"computational":[79],"burden,":[80],"so-called":[81],"weighted":[82],"fast":[83],"compression":[84],"distance,":[85],"which":[86],"provides":[87],"better":[88],"performance":[89],"when":[90,128],"compared":[91],"with":[92],"other":[93],"CSMs":[94],"literature.":[97],"Using":[98],"simple":[99],"machine":[100],"learning":[101],"techniques,":[102],"set":[104],"6848":[106],"EGMs":[107],"extracted":[108],"from":[109],"platform":[111],"were":[112],"classified":[113],"into":[114],"seven":[115],"classes":[118],"and":[119,135],"one":[120],"noise":[121],"class,":[122],"reaching":[123],"near":[124],"to":[125,167],"90%":[126],"accuracy":[127],"previous":[129],"patient":[130,174],"information":[132],"was":[133],"available":[134],"63%":[136],"otherwise,":[137],"hence":[138],"overcoming":[139],"all":[141],"cases":[142],"provided":[145],"by":[146],"majority":[148],"class.":[149],"Results":[150],"show":[151],"that":[152],"can":[155],"be":[156],"used":[157],"as":[158],"high-quality":[160],"computing,":[164],"providing":[165],"support":[166],"physicians":[168],"improving":[170],"on":[173],"diagnosis.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}