{"id":"https://openalex.org/W4320022170","doi":"https://doi.org/10.1007/978-981-19-9582-8_25","title":"Prediction of\u00a0Middle-Aged Unhealthy Facial Skin Using VGG19 and\u00a0Support Vector Machine Models","display_name":"Prediction of\u00a0Middle-Aged Unhealthy Facial Skin Using VGG19 and\u00a0Support Vector Machine Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4320022170","doi":"https://doi.org/10.1007/978-981-19-9582-8_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-9582-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-9582-8_25","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/A5066557029","display_name":"Rita Wiryasaputra","orcid":"https://orcid.org/0000-0002-8052-2436"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]},{"id":"https://openalex.org/I3129847783","display_name":"Krida Wacana Christian University","ror":"https://ror.org/05bq6ng76","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129847783"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Rita Wiryasaputra","raw_affiliation_strings":["Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, 407224, Taiwan","Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-8052-2436","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, 407224, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia","institution_ids":["https://openalex.org/I3129847783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081591494","display_name":"Chin\u2010Yin Huang","orcid":"https://orcid.org/0000-0002-9769-8075"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Yin Huang","raw_affiliation_strings":["Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, 407224, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9769-8075","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, 407224, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034532552","display_name":"Rio Williyanto","orcid":null},"institutions":[{"id":"https://openalex.org/I3129847783","display_name":"Krida Wacana Christian University","ror":"https://ror.org/05bq6ng76","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129847783"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rio Williyanto","raw_affiliation_strings":["Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Krida Wacana Christian University, Jakarta, 11470, Indonesia","institution_ids":["https://openalex.org/I3129847783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031161487","display_name":"Chao\u2010Tung Yang","orcid":"https://orcid.org/0000-0002-9579-4426"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chao-Tung Yang","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung, 407224, Taiwan","Research Center for Smart Sustainable Circular Economy, Tunghai University, Taichung, 407224, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9579-4426","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung, 407224, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Research Center for Smart Sustainable Circular Economy, Tunghai University, Taichung, 407224, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031161487"],"corresponding_institution_ids":["https://openalex.org/I169090423"],"apc_list":null,"apc_paid":null,"fwci":0.2818,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68605526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9811999797821045,"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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6864745020866394},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6722633838653564},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6568143367767334},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5844675898551941},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5668790340423584},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5414024591445923},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.5300184488296509},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5285170078277588},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4786711633205414},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46945732831954956},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3267907202243805},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32569921016693115}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6864745020866394},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6722633838653564},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568143367767334},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5844675898551941},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5668790340423584},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5414024591445923},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.5300184488296509},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5285170078277588},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4786711633205414},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46945732831954956},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3267907202243805},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32569921016693115},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-9582-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-9582-8_25","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":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2783755104","https://openalex.org/W2916763046","https://openalex.org/W2969054484","https://openalex.org/W2996570101","https://openalex.org/W3023211159","https://openalex.org/W3026953472","https://openalex.org/W3033090972","https://openalex.org/W3041651500","https://openalex.org/W3049131298","https://openalex.org/W3093999719","https://openalex.org/W3176363435","https://openalex.org/W3183633970","https://openalex.org/W4200225090","https://openalex.org/W4220982360"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2336272890","https://openalex.org/W4308999381","https://openalex.org/W3183843611","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963","https://openalex.org/W4312081214","https://openalex.org/W4285815683","https://openalex.org/W325114128"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}