{"id":"https://openalex.org/W2914479935","doi":"https://doi.org/10.1007/978-981-13-6661-1_3","title":"High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder","display_name":"High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2914479935","doi":"https://doi.org/10.1007/978-981-13-6661-1_3","mag":"2914479935"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-13-6661-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-6661-1_3","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/A5056369956","display_name":"Mohammad Sultan Mahmud","orcid":"https://orcid.org/0000-0002-5795-787X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mohammad Sultan Mahmud","raw_affiliation_strings":["Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5795-787X","affiliations":[{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I180726961"]},{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037794437","display_name":"Xianghua Fu","orcid":"https://orcid.org/0000-0003-4431-3386"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianghua Fu","raw_affiliation_strings":["Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I180726961"]},{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003347359","display_name":"Joshua Zhexue Huang","orcid":"https://orcid.org/0000-0002-6797-2571"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Joshua Zhexue Huang","raw_affiliation_strings":["Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I180726961"]},{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102721289","display_name":"Md Abdul Masud","orcid":"https://orcid.org/0000-0003-2062-9669"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Md. Abdul Masud","raw_affiliation_strings":["Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210099586","https://openalex.org/I180726961"]},{"raw_affiliation_string":"Big Data Institute, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, 518060, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056369956"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210099586"],"apc_list":null,"apc_paid":null,"fwci":1.6525,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85885015,"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":"30","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","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/T10320","display_name":"Neural Networks and Applications","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/T10885","display_name":"Gene expression and cancer classification","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.9183393716812134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5517586469650269},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5143774151802063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4557807147502899},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44572460651397705},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10680726170539856},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.10354438424110413},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10181894898414612}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9183393716812134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5517586469650269},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5143774151802063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4557807147502899},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44572460651397705},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10680726170539856},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.10354438424110413},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10181894898414612}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-13-6661-1_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-6661-1_3","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":46,"referenced_works":["https://openalex.org/W74928954","https://openalex.org/W91700548","https://openalex.org/W102510005","https://openalex.org/W1510526001","https://openalex.org/W1532325895","https://openalex.org/W1570448133","https://openalex.org/W1590183771","https://openalex.org/W1594031697","https://openalex.org/W1814100322","https://openalex.org/W1909320841","https://openalex.org/W1959608418","https://openalex.org/W1968969471","https://openalex.org/W1977868384","https://openalex.org/W1985258161","https://openalex.org/W1993958608","https://openalex.org/W2005876975","https://openalex.org/W2017288758","https://openalex.org/W2026034143","https://openalex.org/W2049295438","https://openalex.org/W2089570507","https://openalex.org/W2092423825","https://openalex.org/W2108712612","https://openalex.org/W2110357734","https://openalex.org/W2113847750","https://openalex.org/W2114256688","https://openalex.org/W2123649031","https://openalex.org/W2125310307","https://openalex.org/W2146610201","https://openalex.org/W2165599843","https://openalex.org/W2275711495","https://openalex.org/W2472100207","https://openalex.org/W2555803041","https://openalex.org/W2744320608","https://openalex.org/W2746060014","https://openalex.org/W2747326482","https://openalex.org/W2787894218","https://openalex.org/W2804710862","https://openalex.org/W2885402671","https://openalex.org/W2911964244","https://openalex.org/W2949311623","https://openalex.org/W3022436500","https://openalex.org/W3085162807","https://openalex.org/W3099514962","https://openalex.org/W4211049957","https://openalex.org/W4213009331","https://openalex.org/W4292933682"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W4220775285","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
