{"id":"https://openalex.org/W4402071670","doi":"https://doi.org/10.1007/s11227-024-06411-3","title":"Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation","display_name":"Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation","publication_year":2024,"publication_date":"2024-08-30","ids":{"openalex":"https://openalex.org/W4402071670","doi":"https://doi.org/10.1007/s11227-024-06411-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06411-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06411-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06411-3.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06411-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044622556","display_name":"Pablo Revuelta Sanz","orcid":"https://orcid.org/0000-0002-5150-1046"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo Revuelta-Sanz","raw_affiliation_strings":["Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024808450","display_name":"Antonio J. Mu\u00f1oz-Montoro","orcid":"https://orcid.org/0000-0001-9518-8955"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio J. Mu\u00f1oz-Montoro","raw_affiliation_strings":["Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067862103","display_name":"J. Torre-Cruz","orcid":"https://orcid.org/0000-0002-6291-4698"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Torre-Cruz","raw_affiliation_strings":["Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032175902","display_name":"F.J. Ca\u00f1adas-Quesada","orcid":"https://orcid.org/0000-0002-3873-6078"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Canadas-Quesada","raw_affiliation_strings":["Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunication Engineering, University of Ja\u00e9n, Avenida de la Universidad, s/n, 23700, Linares, Andaluc\u00eda, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023349682","display_name":"Jos\u00e9 Ranilla","orcid":"https://orcid.org/0000-0003-2941-3741"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Ranilla","raw_affiliation_strings":["Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oviedo, Campus de Gij\u00f3n, 33204, Gij\u00f3n, Asturias, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044622556"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":1.1213,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78662584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"80","issue":"19","first_page":"26922","last_page":"26941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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":0.9984999895095825,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9976000189781189,"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/computer-science","display_name":"Computer science","score":0.8672727346420288},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6211143732070923},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5552248954772949},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5107135772705078},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33782702684402466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2725701332092285},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06794503331184387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8672727346420288},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6211143732070923},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5552248954772949},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5107135772705078},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33782702684402466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2725701332092285},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06794503331184387},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11227-024-06411-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06411-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06411-3.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},{"id":"pmh:oai:ruja.ujaen.es:10953/7962","is_oa":true,"landing_page_url":"https://hdl.handle.net/10953/7962","pdf_url":null,"source":{"id":"https://openalex.org/S4306401039","display_name":"RUJA (Universidad de Ja\u00e9n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I191420491","host_organization_name":"Universidad de Ja\u00e9n","host_organization_lineage":["https://openalex.org/I191420491"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11227-024-06411-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-024-06411-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-024-06411-3.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2971188108","display_name":null,"funder_award_id":"AYUD/2021/50994","funder_id":"https://openalex.org/F4320313141","funder_display_name":"Gobierno del Principado de Asturias"},{"id":"https://openalex.org/G3370670754","display_name":null,"funder_award_id":"PID2020-119082RB-{C21,C22}","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G3393855077","display_name":null,"funder_award_id":"PID2023-146520OB- {C21,C22}","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4526231891","display_name":null,"funder_award_id":"MCIN / AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6731524417","display_name":null,"funder_award_id":"PID2020","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320313141","display_name":"Gobierno del Principado de Asturias","ror":"https://ror.org/05mj4yh71"},{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323823","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402071670.pdf","grobid_xml":"https://content.openalex.org/works/W4402071670.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1513801117","https://openalex.org/W1535687102","https://openalex.org/W1902027874","https://openalex.org/W1983400986","https://openalex.org/W1983518795","https://openalex.org/W1991514706","https://openalex.org/W2012048170","https://openalex.org/W2017288758","https://openalex.org/W2022137338","https://openalex.org/W2026034143","https://openalex.org/W2047469300","https://openalex.org/W2084001921","https://openalex.org/W2093867321","https://openalex.org/W2097721391","https://openalex.org/W2103179912","https://openalex.org/W2111815881","https://openalex.org/W2117583933","https://openalex.org/W2131919412","https://openalex.org/W2149381887","https://openalex.org/W2155151262","https://openalex.org/W2156742842","https://openalex.org/W2163844873","https://openalex.org/W2198523376","https://openalex.org/W2252007067","https://openalex.org/W2279386645","https://openalex.org/W2296479091","https://openalex.org/W2328305523","https://openalex.org/W2443322392","https://openalex.org/W2568864071","https://openalex.org/W2571694483","https://openalex.org/W2573415018","https://openalex.org/W2602079374","https://openalex.org/W2702739796","https://openalex.org/W2775349186","https://openalex.org/W2804015984","https://openalex.org/W2900286562","https://openalex.org/W2903219940","https://openalex.org/W2904768279","https://openalex.org/W2913418184","https://openalex.org/W2919535378","https://openalex.org/W2937662048","https://openalex.org/W2944664472","https://openalex.org/W2972832574","https://openalex.org/W2979544857","https://openalex.org/W3001337690","https://openalex.org/W3012084069","https://openalex.org/W3039928442","https://openalex.org/W3102232758","https://openalex.org/W3107248951","https://openalex.org/W3128301555","https://openalex.org/W3129929175","https://openalex.org/W3133621246","https://openalex.org/W3173182746","https://openalex.org/W3174956684","https://openalex.org/W3183966417","https://openalex.org/W3184545570","https://openalex.org/W3188566655","https://openalex.org/W3198233369","https://openalex.org/W4200468557","https://openalex.org/W4220930415","https://openalex.org/W4225915947","https://openalex.org/W4282914967","https://openalex.org/W4283016990","https://openalex.org/W4283066904","https://openalex.org/W4284713489","https://openalex.org/W4288715326","https://openalex.org/W4306772149","https://openalex.org/W4308086452","https://openalex.org/W4311486595","https://openalex.org/W4366714310","https://openalex.org/W4380087161","https://openalex.org/W4387047694","https://openalex.org/W4391100174"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"The":[1,86,126],"accurate":[2],"estimation":[3,27,74],"of":[4,43,72,100,115,147],"respiratory":[5,13,116],"rate":[6],"(RR)":[7],"is":[8,110,129],"crucial":[9],"for":[10,131],"assessing":[11],"the":[12,23,31,56,70,98,104],"system\u2019s":[14],"health":[15],"in":[16,30,35,39,75,103,145],"humans,":[17],"particularly":[18],"during":[19],"auscultation":[20],"processes.":[21],"Despite":[22],"numerous":[24],"automated":[25],"RR":[26,38,73],"approaches":[28],"proposed":[29,87,127],"literature,":[32],"challenges":[33,71],"persist":[34],"accurately":[36],"estimating":[37],"noisy":[40],"environments,":[41,77],"typical":[42],"real-life":[44],"situations.":[45],"This":[46,107],"becomes":[47],"especially":[48],"critical":[49],"when":[50],"periodic":[51],"noise":[52,101],"patterns":[53],"interfere":[54],"with":[55,81],"target":[57],"signal.":[58,106],"In":[59],"this":[60],"study,":[61],"we":[62],"present":[63],"a":[64,90],"parallel":[65,82],"driver":[66],"designed":[67],"to":[68,96,123],"address":[69],"real-world":[76],"combining":[78],"multi-core":[79],"architectures":[80],"and":[83,118,149],"high-performance":[84],"techniques.":[85],"system":[88],"employs":[89],"nonnegative":[91],"matrix":[92],"factorization":[93],"(NMF)":[94],"approach":[95,109],"mitigate":[97],"impact":[99],"interference":[102],"input":[105],"NMF":[108],"guided":[111],"by":[112],"pre-trained":[113],"bases":[114],"sounds":[117],"incorporates":[119],"an":[120],"orthogonal":[121],"constraint":[122],"enhance":[124],"accuracy.":[125],"solution":[128],"tailored":[130],"real-time":[132],"processing":[133],"on":[134],"low-power":[135],"hardware.":[136],"Experimental":[137],"results":[138],"across":[139],"various":[140],"scenarios":[141],"demonstrate":[142],"promising":[143],"outcomes":[144],"terms":[146],"accuracy":[148],"computational":[150],"efficiency.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-08T07:41:36.138363","created_date":"2025-10-10T00:00:00"}