{"id":"https://openalex.org/W2034665005","doi":"https://doi.org/10.1142/s0218001403002526","title":"CLASSIFICATION OF RESPIRATORY SOUNDS BY USING AN ARTIFICIAL NEURAL NETWORK","display_name":"CLASSIFICATION OF RESPIRATORY SOUNDS BY USING AN ARTIFICIAL NEURAL NETWORK","publication_year":2003,"publication_date":"2003-06-01","ids":{"openalex":"https://openalex.org/W2034665005","doi":"https://doi.org/10.1142/s0218001403002526","mag":"2034665005"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001403002526","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002526","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5072989626","display_name":"Z\u00fcmray Dokur","orcid":"https://orcid.org/0000-0001-7660-3236"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Z\u00dcMRAY DOKUR","raw_affiliation_strings":["Department of Electronics and  Communication Engineering, Istanbul Technical University,  Istanbul, Turkey","Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and  Communication Engineering, Istanbul Technical University,  Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006261253","display_name":"Tamer \u00d6lmez","orcid":"https://orcid.org/0000-0001-6124-2394"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"TAMER \u00d6LMEZ","raw_affiliation_strings":["Department of Electronics and  Communication Engineering, Istanbul Technical University,  Istanbul, Turkey","Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and  Communication Engineering, Istanbul Technical University,  Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072989626"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.7492,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.73565789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"04","first_page":"567","last_page":"580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T11692","display_name":"Noise Effects and Management","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9671000242233276,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7185149192810059},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.684521496295929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6777958869934082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6498342752456665},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6344711780548096},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6108559370040894},{"id":"https://openalex.org/keywords/rss","display_name":"RSS","score":0.589011013507843},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4797214865684509},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4611874222755432},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4426327347755432},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34955549240112305}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7185149192810059},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.684521496295929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6777958869934082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6498342752456665},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6344711780548096},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6108559370040894},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.589011013507843},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4797214865684509},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4611874222755432},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4426327347755432},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34955549240112305},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218001403002526","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001403002526","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/67639","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/67639","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W640518560","https://openalex.org/W1580738508","https://openalex.org/W1970602203","https://openalex.org/W1977931720","https://openalex.org/W2015332508","https://openalex.org/W2027590734","https://openalex.org/W2070146600","https://openalex.org/W2071840580","https://openalex.org/W2082022689","https://openalex.org/W2150282153","https://openalex.org/W2150455640","https://openalex.org/W2168312801","https://openalex.org/W2168548426","https://openalex.org/W2170767405","https://openalex.org/W6603592625"],"related_works":["https://openalex.org/W2077021924","https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,25],"classification":[4],"method":[5],"for":[6,65],"respiratory":[7],"sounds":[8],"(RSs)":[9],"in":[10,15],"patients":[11,74],"with":[12],"asthma":[13],"and":[14,52,59,77],"healthy":[16,78],"subjects":[17,79],"is":[18,22,69],"presented.":[19],"Wavelet":[20],"transform":[21],"applied":[23],"to":[24],"window":[26],"containing":[27],"256":[28],"samples.":[29],"Elements":[30],"of":[31,73],"the":[32,38,66,84],"feature":[33,43],"vectors":[34],"are":[35,45,63,80],"obtained":[36],"from":[37],"wavelet":[39],"coefficients.":[40],"The":[41],"best":[42],"elements":[44],"selected":[46],"by":[47,83],"using":[48],"dynamic":[49],"programming.":[50],"Grow":[51],"Learn":[53],"(GAL)":[54],"neural":[55],"network,":[56],"Kohonen":[57],"network":[58],"multi-layer":[60],"perceptron":[61],"(MLP)":[62],"used":[64],"classification.":[67],"It":[68],"observed":[70],"that":[71],"RSs":[72],"(with":[75],"asthma)":[76],"successfully":[81],"classified":[82],"GAL":[85],"network.":[86]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}