{"id":"https://openalex.org/W2726644425","doi":"https://doi.org/10.1109/icosc.2017.7958686","title":"Vocal folds pathologies classification using Na\u00efve Bayes Networks","display_name":"Vocal folds pathologies classification using Na\u00efve Bayes Networks","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2726644425","doi":"https://doi.org/10.1109/icosc.2017.7958686","mag":"2726644425"},"language":"en","primary_location":{"id":"doi:10.1109/icosc.2017.7958686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2017.7958686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 6th International Conference on Systems and Control (ICSC)","raw_type":"proceedings-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/A5061902686","display_name":"Mohamed Dahmani","orcid":null},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mohamed Dahmani","raw_affiliation_strings":["Ecole Nationale Polytechnique d'Alger, Laboratoire Signal et Communications, Algeria"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale Polytechnique d'Alger, Laboratoire Signal et Communications, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052031811","display_name":"Mhania Guerti","orcid":null},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mhania Guerti","raw_affiliation_strings":["Ecole Nationale Polytechnique d'Alger, Laboratoire Signal et Communications, Algeria"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale Polytechnique d'Alger, Laboratoire Signal et Communications, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061902686"],"corresponding_institution_ids":["https://openalex.org/I2802493600"],"apc_list":null,"apc_paid":null,"fwci":0.903,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.73879191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"426","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9764000177383423,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.6946219801902771},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6584099531173706},{"id":"https://openalex.org/keywords/vocal-folds","display_name":"Vocal folds","score":0.6519798040390015},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5700873136520386},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5560864806175232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5553186535835266},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5482603907585144},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5475481748580933},{"id":"https://openalex.org/keywords/bayes-classifier","display_name":"Bayes classifier","score":0.44691428542137146},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42481040954589844},{"id":"https://openalex.org/keywords/cepstrum","display_name":"Cepstrum","score":0.4210849404335022},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.17030319571495056}],"concepts":[{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.6946219801902771},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6584099531173706},{"id":"https://openalex.org/C2780336059","wikidata":"https://www.wikidata.org/wiki/Q215558","display_name":"Vocal folds","level":3,"score":0.6519798040390015},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5700873136520386},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5560864806175232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5553186535835266},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5482603907585144},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5475481748580933},{"id":"https://openalex.org/C185207860","wikidata":"https://www.wikidata.org/wiki/Q17004744","display_name":"Bayes classifier","level":4,"score":0.44691428542137146},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42481040954589844},{"id":"https://openalex.org/C88485024","wikidata":"https://www.wikidata.org/wiki/Q1054571","display_name":"Cepstrum","level":2,"score":0.4210849404335022},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.17030319571495056},{"id":"https://openalex.org/C2780474809","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Larynx","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":1,"locations":[{"id":"doi:10.1109/icosc.2017.7958686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2017.7958686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 6th International Conference on Systems and Control (ICSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1488547852","https://openalex.org/W1493560464","https://openalex.org/W1551718185","https://openalex.org/W1814376937","https://openalex.org/W1972748414","https://openalex.org/W2016125416","https://openalex.org/W2071895941","https://openalex.org/W2076422634","https://openalex.org/W2111477876","https://openalex.org/W2157141627","https://openalex.org/W2184005132","https://openalex.org/W2280623008","https://openalex.org/W2311080055","https://openalex.org/W2321038435","https://openalex.org/W2385755489","https://openalex.org/W2547704635","https://openalex.org/W3094114204","https://openalex.org/W3105174428","https://openalex.org/W6629475265","https://openalex.org/W6686357408","https://openalex.org/W6695707823"],"related_works":["https://openalex.org/W2018086531","https://openalex.org/W1980297060","https://openalex.org/W2387604097","https://openalex.org/W4385672897","https://openalex.org/W2373675101","https://openalex.org/W106160982","https://openalex.org/W2374047926","https://openalex.org/W2359140082","https://openalex.org/W2394466068","https://openalex.org/W1556565948"],"abstract_inverted_index":{"in":[0],"this":[1],"study":[2,90],"the":[3,25,85,118],"Nave":[4],"Bayes":[5],"Network":[6],"NBN":[7,47],"classifier":[8,48],"is":[9,22,91,99,122],"used":[10,43,72],"for":[11],"automatic":[12],"vocal":[13,66],"folds":[14,67],"pathologies":[15],"detection":[16,120],"and":[17,38,63,111],"classification.":[18],"The":[19,114],"proposed":[20],"method":[21],"based":[23],"on":[24],"acoustic":[26],"parameters":[27],"extraction":[28],"such":[29],"as":[30,44],"Mel":[31],"Frequency":[32],"Cepstral":[33],"Coefficient":[34],"(MFCC),":[35],"jitter,":[36],"shimmer":[37],"fundamental":[39],"frequency":[40],"which":[41],"are":[42],"inputs":[45],"to":[46,49],"discriminate":[50],"between":[51],"three":[52,86],"different":[53],"groups:":[54],"speakers":[55,59,64],"with":[56,60,65],"normal":[57,110],"voice,":[58],"spasmodic":[61],"dysphonia":[62],"paralysis.":[68],"For":[69],"classification":[70,115],"we":[71],"a":[73],"variety":[74],"of":[75,79,84,109,117],"voice":[76],"simples":[77,83],"(signal":[78],"vowels":[80],"production)":[81],"containing":[82,104],"groups":[87],"mentioned.":[88],"Our":[89],"developed":[92,119],"around":[93],"Saarbruecken":[94],"Voice":[95],"Database":[96],"(SVD)":[97],"it":[98],"an":[100],"open":[101],"German":[102],"database":[103],"deferent":[105],"samples,":[106],"words,":[107],"sentences":[108],"pathological":[112],"voice.":[113],"rate":[116],"system":[121],"90%.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
