{"id":"https://openalex.org/W4294242001","doi":"https://doi.org/10.1007/s12239-022-0088-9","title":"Interior Wind Noise Prediction and Visual Explanation System for Exterior Vehicle Design Using Combined Convolution Neural Networks","display_name":"Interior Wind Noise Prediction and Visual Explanation System for Exterior Vehicle Design Using Combined Convolution Neural Networks","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4294242001","doi":"https://doi.org/10.1007/s12239-022-0088-9"},"language":"en","primary_location":{"id":"doi:10.1007/s12239-022-0088-9","doi":"https://doi.org/10.1007/s12239-022-0088-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12239-022-0088-9","pdf_url":null,"source":{"id":"https://openalex.org/S93626530","display_name":"International Journal of Automotive Technology","issn_l":"1229-9138","issn":["1229-9138","1976-3832"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-c","jufo-1","kci-registered","norway-1","poland-100","russia-white-list-2"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automotive Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5067930675","display_name":"Haeun Park","orcid":"https://orcid.org/0000-0002-5700-4112","observed_orcids":["https://orcid.org/0000-0002-5700-4112"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"HaEun Park","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022496830","display_name":"Hoichan Jung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoichan Jung","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109360758","display_name":"Min Seok Lee","orcid":"https://orcid.org/0009-0002-1502-3443","observed_orcids":["https://orcid.org/0009-0002-1502-3443"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min Seok Lee","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112080988","display_name":"Doohyung Kim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Doohyung Kim","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626967","display_name":"Jongwon Lee","orcid":"https://orcid.org/0000-0002-0724-6287","observed_orcids":["https://orcid.org/0000-0002-0724-6287"]},"institutions":[{"id":"https://openalex.org/I197312522","display_name":"Hyundai Motor Group (South Korea)","ror":"https://ror.org/05kxbz959","country_code":"KR","type":"company","lineage":["https://openalex.org/I197312522"]},{"id":"https://openalex.org/I49946491","display_name":"Hyundai Motors (South Korea)","ror":"https://ror.org/016kvft77","country_code":"KR","type":"company","lineage":["https://openalex.org/I197312522","https://openalex.org/I49946491"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongwon Lee","raw_affiliation_strings":["NVH Research Lab, Hyundai Motor Company, 150 Hyundaiyeonguso-ro, Namyang-eup, Hwaseong-si, Gyeonggi, 18280, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVH Research Lab, Hyundai Motor Company, 150 Hyundaiyeonguso-ro, Namyang-eup, Hwaseong-si, Gyeonggi, 18280, Korea","institution_ids":["https://openalex.org/I197312522","https://openalex.org/I49946491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024995454","display_name":"Sung Won Han","orcid":"https://orcid.org/0000-0002-0040-3542","observed_orcids":["https://orcid.org/0000-0002-0040-3542"]},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sung Won Han","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, 02841, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024995454"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.2823,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.50095378,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"23","issue":"4","first_page":"1013","last_page":"1021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10036","display_name":"Advanced Neural Network Applications","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12081","display_name":"Aerodynamics and Fluid Dynamics Research","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/vehicle-exterior-design","display_name":"vehicle exterior design","score":0.8100000023841858},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8949999809265137},{"id":"https://openalex.org/keywords/grad-cam","display_name":"Grad-CAM","score":0.8119999766349792},{"id":"https://openalex.org/keywords/visual-explanations","display_name":"visual explanations","score":0.7440000176429749},{"id":"https://openalex.org/keywords/feature-maps","display_name":"feature maps","score":0.5450000166893005},{"id":"https://openalex.org/keywords/resnet","display_name":"ResNet","score":0.6119999885559082},{"id":"https://openalex.org/keywords/densenet","display_name":"DenseNet","score":0.9900000095367432},{"id":"https://openalex.org/keywords/efficientnet","display_name":"EfficientNet","score":1.0}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7243297696113586},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6521416902542114},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6232637763023376},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5541943311691284},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5208354592323303},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5200638175010681},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.48621049523353577},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4800063967704773},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4448028802871704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4378509819507599},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.382245272397995},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18538731336593628},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16132640838623047},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10836175084114075},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08679717779159546},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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:10.1007/s12239-022-0088-9","doi":"https://doi.org/10.1007/s12239-022-0088-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12239-022-0088-9","pdf_url":null,"source":{"id":"https://openalex.org/S93626530","display_name":"International Journal of Automotive Technology","issn_l":"1229-9138","issn":["1229-9138","1976-3832"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-c","jufo-1","kci-registered","norway-1","poland-100","russia-white-list-2"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automotive Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1519739832","https://openalex.org/W1522301498","https://openalex.org/W1603468053","https://openalex.org/W1665214252","https://openalex.org/W2006018590","https://openalex.org/W2022656677","https://openalex.org/W2066063570","https://openalex.org/W2070118324","https://openalex.org/W2075231844","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2775428617","https://openalex.org/W2811105005","https://openalex.org/W2902078856","https://openalex.org/W2919115771","https://openalex.org/W2946948417","https://openalex.org/W2962858109","https://openalex.org/W2962861127","https://openalex.org/W2963446712","https://openalex.org/W3094502228","https://openalex.org/W3099242948","https://openalex.org/W3168464464","https://openalex.org/W6638444622"],"related_works":["https://openalex.org/W4381057113","https://openalex.org/W7203938074","https://openalex.org/W4306972422","https://openalex.org/W4411092873","https://openalex.org/W3037911826","https://openalex.org/W4414872972","https://openalex.org/W4390574169","https://openalex.org/W7150931423","https://openalex.org/W2025751186","https://openalex.org/W4411384152"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-09-02T00:00:00"}