{"id":"https://openalex.org/W4285413675","doi":"https://doi.org/10.1007/978-3-031-10450-3_20","title":"ECG-Based Heartbeat Classification for Arrhythmia Detection Using Artificial Neural Networks","display_name":"ECG-Based Heartbeat Classification for Arrhythmia Detection Using Artificial Neural Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285413675","doi":"https://doi.org/10.1007/978-3-031-10450-3_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-10450-3_20","doi":"https://doi.org/10.1007/978-3-031-10450-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10450-3_20","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W6921958170","display_name":"Computational Science and Its Applications \u2013 ICCSA 2022"},"type":"conference-paper","is_traditional":true,"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/A5016529935","display_name":"Eduardo Cepeda","orcid":"https://orcid.org/0000-0002-4074-6558","observed_orcids":["https://orcid.org/0000-0002-4074-6558"]},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Eduardo Cepeda","raw_affiliation_strings":["School of Biological Sciences and Engineering, Universidad Yachay Tech, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-4074-6558","affiliations":[{"raw_affiliation_string":"School of Biological Sciences and Engineering, Universidad Yachay Tech, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017650015","display_name":"Nadia N. S\u00e1nchez-Pozo","orcid":"https://orcid.org/0000-0003-0509-2082","observed_orcids":["https://orcid.org/0000-0003-0509-2082"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nadia N. S\u00e1nchez-Pozo","raw_affiliation_strings":["Smart Data Analysis Systems Group (SDAS Research Group), 47963, Ben Guerir, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-0509-2082","affiliations":[{"raw_affiliation_string":"Smart Data Analysis Systems Group (SDAS Research Group), 47963, Ben Guerir, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062882562","display_name":"Diego Hern\u00e1n Peluffo-Ord\u00f3\u00f1ez","orcid":"https://orcid.org/0000-0002-9045-6997","observed_orcids":["https://orcid.org/0000-0002-9045-6997"]},"institutions":[{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Diego H. Peluffo-Ord\u00f3\u00f1ez","raw_affiliation_strings":["Modeling, Simulation and Data Analysis (MSDA) Research Program, Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, 43150, Ben Guerir, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-9045-6997","affiliations":[{"raw_affiliation_string":"Modeling, Simulation and Data Analysis (MSDA) Research Program, Mohammed VI Polytechnic University, Lot 660, Hay Moulay Rachid, 43150, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007000628","display_name":"Juan Gonz\u00e1lez-Vergara","orcid":"https://orcid.org/0000-0002-6796-9890","observed_orcids":["https://orcid.org/0000-0002-6796-9890"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan Gonz\u00e1lez-Vergara","raw_affiliation_strings":["Smart Data Analysis Systems Group (SDAS Research Group), 47963, Ben Guerir, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-6796-9890","affiliations":[{"raw_affiliation_string":"Smart Data Analysis Systems Group (SDAS Research Group), 47963, Ben Guerir, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087336466","display_name":"Diego A. Almeida-Gal\u00e1rraga","orcid":"https://orcid.org/0000-0002-9196-335X","observed_orcids":["https://orcid.org/0000-0002-9196-335X"]},"institutions":[{"id":"https://openalex.org/I3130401523","display_name":"Universidad Yachay Tech","ror":"https://ror.org/04jjswc10","country_code":"EC","type":"education","lineage":["https://openalex.org/I3130401523"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Diego Almeida-Gal\u00e1rraga","raw_affiliation_strings":["School of Biological Sciences and Engineering, Universidad Yachay Tech, Urcuqu\u00ed, 100119, Ecuador"],"raw_orcid":"https://orcid.org/0000-0002-9196-335X","affiliations":[{"raw_affiliation_string":"School of Biological Sciences and Engineering, Universidad Yachay Tech, Urcuqu\u00ed, 100119, Ecuador","institution_ids":["https://openalex.org/I3130401523"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016529935"],"corresponding_institution_ids":["https://openalex.org/I3130401523"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.8939,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89633896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ecg-classification","display_name":"ECG classification","score":0.7559999823570251},{"id":"https://openalex.org/keywords/arrhythmia-detection","display_name":"arrhythmia detection","score":0.8870000243186951},{"id":"https://openalex.org/keywords/heartbeat-classification","display_name":"heartbeat classification","score":0.8949999809265137},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9900000095367432},{"id":"https://openalex.org/keywords/cardiovascular-disease","display_name":"cardiovascular disease","score":0.7049999833106995},{"id":"https://openalex.org/keywords/biomedical-signal-processing","display_name":"biomedical signal processing","score":0.718999981880188},{"id":"https://openalex.org/keywords/low-computational-cost","display_name":"low computational cost","score":0.6520000100135803},{"id":"https://openalex.org/keywords/signal-robustness","display_name":"signal robustness","score":0.6620000004768372}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7584967613220215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7523684501647949},{"id":"https://openalex.org/C13852961","wikidata":"https://www.wikidata.org/wiki/Q17021880","display_name":"Heartbeat","level":2,"score":0.7391396760940552},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6657684445381165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6265221238136292},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5970070958137512},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5706238746643066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5621976256370544},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5175604224205017},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46881961822509766},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4536738097667694},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3603367209434509},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-10450-3_20","doi":"https://doi.org/10.1007/978-3-031-10450-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-10450-3_20","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":[{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2015242484","https://openalex.org/W2082388636","https://openalex.org/W2095409369","https://openalex.org/W2101234009","https://openalex.org/W2112287441","https://openalex.org/W2144419854","https://openalex.org/W2251133041","https://openalex.org/W2308667834","https://openalex.org/W2401391822","https://openalex.org/W2465782399","https://openalex.org/W2759456125","https://openalex.org/W2799460054","https://openalex.org/W2799602439","https://openalex.org/W2802900481","https://openalex.org/W2898287789","https://openalex.org/W2914682281","https://openalex.org/W2939880928","https://openalex.org/W2963745697","https://openalex.org/W3139031041","https://openalex.org/W3186028383","https://openalex.org/W3187928061","https://openalex.org/W3202465105","https://openalex.org/W3217767020","https://openalex.org/W4200585401","https://openalex.org/W4206749113","https://openalex.org/W4210974201","https://openalex.org/W4233275825","https://openalex.org/W6601290040"],"related_works":["https://openalex.org/W2075196751","https://openalex.org/W2159047673","https://openalex.org/W4401808192","https://openalex.org/W4377020201","https://openalex.org/W3120992226","https://openalex.org/W2128856508","https://openalex.org/W3147264776","https://openalex.org/W2955676753","https://openalex.org/W2994720754","https://openalex.org/W6889529114"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-07-14T00:00:00"}