{"id":"https://openalex.org/W3094594194","doi":"https://doi.org/10.1109/atsip49331.2020.9231797","title":"Conventional Machine Learning Techniques with Features Engineering for Preventive Larynx Cancer Detection","display_name":"Conventional Machine Learning Techniques with Features Engineering for Preventive Larynx Cancer Detection","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3094594194","doi":"https://doi.org/10.1109/atsip49331.2020.9231797","mag":"3094594194"},"language":"en","primary_location":{"id":"doi:10.1109/atsip49331.2020.9231797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","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/A5102775168","display_name":"Anis Ben Aicha","orcid":"https://orcid.org/0000-0002-7593-8488"},"institutions":[{"id":"https://openalex.org/I179097149","display_name":"University of Carthage","ror":"https://ror.org/057x6za15","country_code":"TN","type":"education","lineage":["https://openalex.org/I179097149"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Anis Ben Aicha","raw_affiliation_strings":["Faculty of Sciences of Bizerte (FSB), Tunisia","Higher School of Communications of Tunis (SUPCOM), LR11TIC04 COSIM research Laboratory, University of Carthage"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences of Bizerte (FSB), Tunisia","institution_ids":[]},{"raw_affiliation_string":"Higher School of Communications of Tunis (SUPCOM), LR11TIC04 COSIM research Laboratory, University of Carthage","institution_ids":["https://openalex.org/I179097149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102775168"],"corresponding_institution_ids":["https://openalex.org/I179097149"],"apc_list":null,"apc_paid":null,"fwci":0.6628,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76371027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"70","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9966999888420105,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leukoplakia","display_name":"Leukoplakia","score":0.6996535658836365},{"id":"https://openalex.org/keywords/larynx","display_name":"Larynx","score":0.6376092433929443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285485625267029},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.6099600791931152},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5423134565353394},{"id":"https://openalex.org/keywords/precancerous-lesion","display_name":"Precancerous lesion","score":0.48468688130378723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4767209589481354},{"id":"https://openalex.org/keywords/laryngeal-diseases","display_name":"Laryngeal Diseases","score":0.4686661958694458},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.46762022376060486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35843223333358765},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24854418635368347},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.07171076536178589}],"concepts":[{"id":"https://openalex.org/C2777550702","wikidata":"https://www.wikidata.org/wiki/Q838145","display_name":"Leukoplakia","level":3,"score":0.6996535658836365},{"id":"https://openalex.org/C2780474809","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Larynx","level":2,"score":0.6376092433929443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285485625267029},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.6099600791931152},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5423134565353394},{"id":"https://openalex.org/C3020576462","wikidata":"https://www.wikidata.org/wiki/Q1088163","display_name":"Precancerous lesion","level":3,"score":0.48468688130378723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4767209589481354},{"id":"https://openalex.org/C2909717120","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Laryngeal Diseases","level":3,"score":0.4686661958694458},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.46762022376060486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35843223333358765},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24854418635368347},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.07171076536178589},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip49331.2020.9231797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1838686065","https://openalex.org/W1950416721","https://openalex.org/W2010453024","https://openalex.org/W2047983966","https://openalex.org/W2074166742","https://openalex.org/W2085806873","https://openalex.org/W2086824678","https://openalex.org/W2109063468","https://openalex.org/W2111072639","https://openalex.org/W2122500173","https://openalex.org/W2123232214","https://openalex.org/W2135070170","https://openalex.org/W2490997788","https://openalex.org/W2557888310","https://openalex.org/W2606790926","https://openalex.org/W2608343628","https://openalex.org/W2772197353","https://openalex.org/W2889451849","https://openalex.org/W2946940791","https://openalex.org/W2974744121","https://openalex.org/W2981143350","https://openalex.org/W3015634246","https://openalex.org/W4210849719","https://openalex.org/W6746771012"],"related_works":["https://openalex.org/W2326010418","https://openalex.org/W5174245","https://openalex.org/W2009010334","https://openalex.org/W1842100389","https://openalex.org/W2122741212","https://openalex.org/W2122500173","https://openalex.org/W2981868751","https://openalex.org/W2925005850","https://openalex.org/W2410907734","https://openalex.org/W2410630918"],"abstract_inverted_index":{"Larynx":[0],"cancer":[1,23],"is":[2,59],"developed":[3],"from":[4,83],"precancerous":[5,8,41,81],"state.":[6],"Some":[7],"lesions":[9,42,49,82],"such":[10],"as":[11,53,55],"Keratosis,":[12],"Leukoplakia,":[13],"Ery-throlplakia,":[14],"Papiloma":[15],"virus,":[16],"etc.,":[17],"can":[18,50],"be":[19,51],"transformed":[20],"into":[21],"a":[22,36,89],"if":[24],"they":[25],"are":[26,115],"note":[27],"treated":[28,52],"in":[29,68],"time.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"propose":[35],"non-intrusive":[37],"technique":[38],"to":[39,70,76,102],"detect":[40,71,109],"at":[43],"an":[44],"earlier":[45],"stage.":[46],"Hence,":[47],"these":[48],"soon":[54],"possible.":[56],"The":[57],"idea":[58],"based":[60],"on":[61],"the":[62,65,104,120,123],"analysis":[63],"of":[64,92,122],"human":[66],"voice":[67],"order":[69],"pertinent":[72,106],"acoustic":[73,94],"features":[74],"able":[75],"discriminate":[77],"pathological":[78],"voices":[79],"with":[80],"normal":[84],"ones.":[85],"We":[86],"have":[87],"tested":[88],"large":[90],"number":[91],"speech":[93],"features.":[95,107],"A":[96],"feature":[97],"engineering":[98],"methodology":[99],"leads":[100],"us":[101],"choose":[103],"most":[105],"To":[108],"mentioned":[110],"lesions,":[111],"several":[112],"classification":[113],"techniques":[114],"tested.":[116],"Experimental":[117],"results":[118],"show":[119],"validity":[121],"idea.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}