{"id":"https://openalex.org/W4399833638","doi":"https://doi.org/10.1016/j.ins.2024.121044","title":"Improving small sample prediction performance via novel nonlinear interpolation virtual sample generation with self-supervised learning","display_name":"Improving small sample prediction performance via novel nonlinear interpolation virtual sample generation with self-supervised learning","publication_year":2024,"publication_date":"2024-06-19","ids":{"openalex":"https://openalex.org/W4399833638","doi":"https://doi.org/10.1016/j.ins.2024.121044"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2024.121044","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2024.121044","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-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/A5079643664","display_name":"Liang-Sian Lin","orcid":"https://orcid.org/0000-0003-0607-3932"},"institutions":[{"id":"https://openalex.org/I191969501","display_name":"National Taipei University of Nursing and Health Science","ror":"https://ror.org/019z71f50","country_code":"TW","type":"education","lineage":["https://openalex.org/I191969501"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Liang-Sian Lin","raw_affiliation_strings":["Department of Information Management, National Taipei University of Nursing and Health Sciences, Ming-te Road, Taipei 112303, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taipei University of Nursing and Health Sciences, Ming-te Road, Taipei 112303, Taiwan, ROC","institution_ids":["https://openalex.org/I191969501"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079643664"],"corresponding_institution_ids":["https://openalex.org/I191969501"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":2.732,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91240721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"678","issue":null,"first_page":"121044","last_page":"121044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9904000163078308,"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/T12676","display_name":"Machine Learning and ELM","score":0.9904000163078308,"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/T10057","display_name":"Face and Expression Recognition","score":0.9894999861717224,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9817000031471252,"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/sample","display_name":"Sample (material)","score":0.7102323770523071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415857672691345},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5988836884498596},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5756366848945618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5099877119064331},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5044330358505249},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3364211320877075},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09036394953727722}],"concepts":[{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.7102323770523071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415857672691345},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5988836884498596},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5756366848945618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5099877119064331},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5044330358505249},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3364211320877075},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09036394953727722},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2024.121044","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2024.121044","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W426013046","https://openalex.org/W1997209417","https://openalex.org/W2010354425","https://openalex.org/W2013861345","https://openalex.org/W2068773963","https://openalex.org/W2167025280","https://openalex.org/W2476153571","https://openalex.org/W2499316477","https://openalex.org/W2574702093","https://openalex.org/W2575635117","https://openalex.org/W2789459286","https://openalex.org/W2791871524","https://openalex.org/W2794022343","https://openalex.org/W2902390267","https://openalex.org/W2911855565","https://openalex.org/W2946411175","https://openalex.org/W2963613787","https://openalex.org/W2963881378","https://openalex.org/W2964121744","https://openalex.org/W2964156851","https://openalex.org/W2969831952","https://openalex.org/W2981245255","https://openalex.org/W3012489276","https://openalex.org/W3088157283","https://openalex.org/W3092628223","https://openalex.org/W3120046627","https://openalex.org/W3134447168","https://openalex.org/W3154474119","https://openalex.org/W3177525997","https://openalex.org/W3180604690","https://openalex.org/W3185520686","https://openalex.org/W3197783987","https://openalex.org/W3208255977","https://openalex.org/W4212883601","https://openalex.org/W4226027806","https://openalex.org/W4252488881","https://openalex.org/W4283320015","https://openalex.org/W4291116974","https://openalex.org/W4301045096","https://openalex.org/W4308329681","https://openalex.org/W4309467252","https://openalex.org/W4319337691","https://openalex.org/W4379115280","https://openalex.org/W4379379509","https://openalex.org/W4381661501","https://openalex.org/W6614745063","https://openalex.org/W6639824700","https://openalex.org/W6640054144","https://openalex.org/W6679208599","https://openalex.org/W6729280921","https://openalex.org/W7058557984"],"related_works":["https://openalex.org/W1185300216","https://openalex.org/W2961085424","https://openalex.org/W2154204858","https://openalex.org/W3209622820","https://openalex.org/W2954163146","https://openalex.org/W3093584180","https://openalex.org/W4224009465","https://openalex.org/W2382250648","https://openalex.org/W2551845725","https://openalex.org/W2045588195"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}