{"id":"https://openalex.org/W7126241125","doi":"https://doi.org/10.1007/978-3-032-14531-4_52","title":"Intelligent Alcohol Consumption Detection Using Hyperparameter-Tuned MLP with Whale Optimization on Vowelized Dataset","display_name":"Intelligent Alcohol Consumption Detection Using Hyperparameter-Tuned MLP with Whale Optimization on Vowelized Dataset","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7126241125","doi":"https://doi.org/10.1007/978-3-032-14531-4_52"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14531-4_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14531-4_52","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5080245648","display_name":"Panduranga Vital Terlapu","orcid":"https://orcid.org/0000-0002-4393-0692"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Panduranga Vital Terlapu","raw_affiliation_strings":["Aditya Institute of Technology and Management, Tekkali, Srikakulam, AP, India"],"raw_orcid":"https://orcid.org/0000-0002-4393-0692","affiliations":[{"raw_affiliation_string":"Aditya Institute of Technology and Management, Tekkali, Srikakulam, AP, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124442413","display_name":"G. Kiran Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I134892692","display_name":"Chaitanya Bharathi Institute of Technology","ror":"https://ror.org/047ymzq84","country_code":"IN","type":"education","lineage":["https://openalex.org/I134892692"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Kiran Kumar","raw_affiliation_strings":["Chaitanya Bharathi Institute of Technology, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chaitanya Bharathi Institute of Technology, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I134892692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124431002","display_name":"D. Jayaram","orcid":null},"institutions":[{"id":"https://openalex.org/I134892692","display_name":"Chaitanya Bharathi Institute of Technology","ror":"https://ror.org/047ymzq84","country_code":"IN","type":"education","lineage":["https://openalex.org/I134892692"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Jayaram","raw_affiliation_strings":["Chaitanya Bharathi Institute of Technology, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chaitanya Bharathi Institute of Technology, Hyderabad, Telangana, India","institution_ids":["https://openalex.org/I134892692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050330349","display_name":"Shirina Samreen","orcid":"https://orcid.org/0000-0003-3199-977X"},"institutions":[{"id":"https://openalex.org/I195631090","display_name":"Majmaah University","ror":"https://ror.org/01mcrnj60","country_code":"SA","type":"education","lineage":["https://openalex.org/I195631090"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shirina Samreen","raw_affiliation_strings":["College of Computer and Information Sciences, Majmaah University, Al Majmaah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Majmaah University, Al Majmaah, Saudi Arabia","institution_ids":["https://openalex.org/I195631090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124451440","display_name":"P. Ram Mohan Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Ram Mohan Rao","raw_affiliation_strings":["Sphoorthy Engineering College, Hyderabad, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sphoorthy Engineering College, Hyderabad, Telangana, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124344815","display_name":"Kovelakonda Sakunthala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kovelakonda Sakunthala","raw_affiliation_strings":["Aditya Institute of Technology and Management, Tekkali, Srikakulam, AP, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aditya Institute of Technology and Management, Tekkali, Srikakulam, AP, India","institution_ids":["https://openalex.org/I4210145126"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080245648"],"corresponding_institution_ids":["https://openalex.org/I4210145126"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23564955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"621","last_page":"634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11207","display_name":"Alcohol Consumption and Health Effects","score":0.23510000109672546,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T11207","display_name":"Alcohol Consumption and Health Effects","score":0.23510000109672546,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.18219999969005585,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.02969999983906746,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6381999850273132},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6226999759674072},{"id":"https://openalex.org/keywords/alcohol-consumption","display_name":"Alcohol consumption","score":0.5303000211715698},{"id":"https://openalex.org/keywords/alcohol","display_name":"Alcohol","score":0.45239999890327454},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.396699994802475},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.36550000309944153},{"id":"https://openalex.org/keywords/whale","display_name":"Whale","score":0.3492000102996826},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.34360000491142273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7462000250816345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6463000178337097},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6381999850273132},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6226999759674072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5375000238418579},{"id":"https://openalex.org/C3019635848","wikidata":"https://www.wikidata.org/wiki/Q154","display_name":"Alcohol consumption","level":3,"score":0.5303000211715698},{"id":"https://openalex.org/C2781066024","wikidata":"https://www.wikidata.org/wiki/Q156","display_name":"Alcohol","level":2,"score":0.45239999890327454},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.36550000309944153},{"id":"https://openalex.org/C2777704720","wikidata":"https://www.wikidata.org/wiki/Q1865281","display_name":"Whale","level":2,"score":0.3492000102996826},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.34360000491142273},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.3366999924182892},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C2776679223","wikidata":"https://www.wikidata.org/wiki/Q1521260","display_name":"Binge drinking","level":4,"score":0.30140000581741333},{"id":"https://openalex.org/C2776610969","wikidata":"https://www.wikidata.org/wiki/Q205972","display_name":"Alcohol intoxication","level":4,"score":0.29760000109672546},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.29010000824928284},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25690001249313354}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14531-4_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14531-4_52","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2119835245","https://openalex.org/W2131201137","https://openalex.org/W4313339851","https://openalex.org/W4377699821","https://openalex.org/W4379058017","https://openalex.org/W4380081659","https://openalex.org/W4385339815","https://openalex.org/W4387484388","https://openalex.org/W4388692796","https://openalex.org/W4388854130","https://openalex.org/W4389151626","https://openalex.org/W4390983882","https://openalex.org/W4392004446","https://openalex.org/W4392904101","https://openalex.org/W4394061754","https://openalex.org/W4400402397","https://openalex.org/W4402981243"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2026-02-01T00:00:00"}
