{"id":"https://openalex.org/W2594634197","doi":"https://doi.org/10.5220/0006167200840091","title":"A Neural Network Approach for Automatic Detection of Acoustic Alarms","display_name":"A Neural Network Approach for Automatic Detection of Acoustic Alarms","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2594634197","doi":"https://doi.org/10.5220/0006167200840091","mag":"2594634197"},"language":"en","primary_location":{"id":"doi:10.5220/0006167200840091","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006167200840091","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006167200840091","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065096785","display_name":"\u00c0lex Peir\u00f3 Lilja","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alex Peir\u00f3 Lilja","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya , Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya , Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046284929","display_name":"Ganna Raboshchuk","orcid":"https://orcid.org/0000-0002-2249-2435"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ganna Raboshchuk","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya , Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya , Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060675701","display_name":"Climent Nadeu","orcid":"https://orcid.org/0000-0002-5863-0983"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Climent Nadeu","raw_affiliation_strings":["Universitat Polit\u00e8cnica de Catalunya , Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya , Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065096785"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.2036,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48966694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8319000005722046,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8319000005722046,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.8255000114440918,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12537","display_name":"Flow Measurement and Analysis","score":0.8251000046730042,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7543318867683411},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.641261100769043},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4243784546852112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3252578377723694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7543318867683411},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.641261100769043},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4243784546852112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3252578377723694}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0006167200840091","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006167200840091","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/114259","is_oa":false,"landing_page_url":"https://hdl.handle.net/2117/114259","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0006167200840091","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006167200840091","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Acoustic":[0],"alarms":[1,44],"generated":[2],"by":[3,49,119],"biomedical":[4],"equipment":[5],"are":[6,61],"relevant":[7],"sounds":[8],"in":[9,45,103,106,130,135,151],"the":[10,32,40,78,82,85,100,110,155,164,174],"noisy":[11],"Neonatal":[12],"Intensive":[13],"Care":[14],"Unit":[15],"(NICU)":[16],"environment":[17,48],"both":[18,55,169],"because":[19],"of":[20,24,34,42,70,91,147],"their":[21,27],"high":[22],"frequency":[23,87,104],"occurrence":[25],"and":[26,57,105,108,159],"possible":[28],"negative":[29],"effects":[30],"on":[31],"neurodevelopment":[33],"preterm":[35],"newborns.":[36],"This":[37],"work":[38,132],"addresses":[39],"detection":[41],"specific":[43,72],"that":[46],"difficult":[47],"using":[50,173],"neural":[51],"network":[52,111],"structures.":[53],"Specifically,":[54],"generic":[56,156],"class-specific":[58,165],"input":[59,101,157,166],"models":[60],"proposed.":[62],"The":[63,113,127,140],"first":[64],"one":[65,80],"does":[66],"not":[67],"take":[68],"advantage":[69],"any":[71],"knowledge":[73],"about":[74,84],"alarm":[75],"classes,":[76],"while":[77],"second":[79],"exploits":[81],"information":[83,102,172],"alarm-specific":[86],"sub-bands.":[88],"Two":[89],"types":[90],"partially":[92,176],"connected":[93,177],"layers":[94],"were":[95],"designed":[96],"to":[97],"deal":[98],"with":[99,122],"time":[107,114,171],"reduce":[109],"complexity.":[112],"context":[115],"was":[116,133],"also":[117],"considered":[118],"performing":[120],"experiments":[121],"long":[123],"short-term":[124],"memory":[125],"networks.":[126],"database":[128],"used":[129],"this":[131],"acquired":[134],"a":[136],"real-world":[137],"NICU":[138],"environment.":[139],"reported":[141],"results":[142],"show":[143],"an":[144],"improvemen":[145],"t":[146],"more":[148,160],"than":[149,161],"9%":[150],"absolute":[152],"value":[153],"for":[154,163],"model":[158],"12%":[162],"model,":[167],"when":[168],"consider":[170],"proposed":[175],"layer.":[178]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
