{"id":"https://openalex.org/W3161522974","doi":"https://doi.org/10.1007/s10994-021-05975-y","title":"Graph-based semi-supervised learning via improving the quality of the graph dynamically","display_name":"Graph-based semi-supervised learning via improving the quality of the graph dynamically","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3161522974","doi":"https://doi.org/10.1007/s10994-021-05975-y","mag":"3161522974"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-021-05975-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05975-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05975-y.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05975-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106626932","display_name":"Jiye Liang","orcid":"https://orcid.org/0000-0001-5887-9327"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiye Liang","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-5887-9327","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084276205","display_name":"Junbiao Cui","orcid":"https://orcid.org/0000-0001-6680-0017"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbiao Cui","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440161","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0003-0820-5046"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100323752","display_name":"Wei Wei","orcid":"https://orcid.org/0000-0002-7566-2995"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wei","raw_affiliation_strings":["Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5106626932"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5075,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.84429428,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"110","issue":"6","first_page":"1345","last_page":"1388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.995199978351593,"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/T10057","display_name":"Face and Expression Recognition","score":0.995199978351593,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9947999715805054,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9940000176429749,"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/computer-science","display_name":"Computer science","score":0.7352336049079895},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.6235705018043518},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.612233579158783},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6051406860351562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4383012354373932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43364790081977844},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4279702603816986},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.4197380840778351},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4160309433937073},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.37446337938308716},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19891032576560974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7352336049079895},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.6235705018043518},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.612233579158783},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6051406860351562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4383012354373932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43364790081977844},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4279702603816986},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.4197380840778351},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4160309433937073},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.37446337938308716},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19891032576560974}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-021-05975-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05975-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05975-y.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10994-021-05975-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05975-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05975-y.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G4019596270","display_name":null,"funder_award_id":"61876103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5103621931","display_name":null,"funder_award_id":"61772323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6427254828","display_name":null,"funder_award_id":"2020AAA0106100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3161522974.pdf","grobid_xml":"https://content.openalex.org/works/W3161522974.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W38891395","https://openalex.org/W57680428","https://openalex.org/W97949734","https://openalex.org/W830076066","https://openalex.org/W1479807131","https://openalex.org/W1528845765","https://openalex.org/W1554457642","https://openalex.org/W1564277727","https://openalex.org/W1673310716","https://openalex.org/W1904464160","https://openalex.org/W1969198379","https://openalex.org/W1989368986","https://openalex.org/W1997201895","https://openalex.org/W2001141328","https://openalex.org/W2011430131","https://openalex.org/W2019288156","https://openalex.org/W2039609561","https://openalex.org/W2048679005","https://openalex.org/W2052362518","https://openalex.org/W2085049006","https://openalex.org/W2102524069","https://openalex.org/W2104290444","https://openalex.org/W2106401878","https://openalex.org/W2107008379","https://openalex.org/W2108501770","https://openalex.org/W2122565017","https://openalex.org/W2126250169","https://openalex.org/W2127230571","https://openalex.org/W2129812935","https://openalex.org/W2134089414","https://openalex.org/W2134767644","https://openalex.org/W2139280638","https://openalex.org/W2139823104","https://openalex.org/W2140717091","https://openalex.org/W2141923507","https://openalex.org/W2154455818","https://openalex.org/W2159291644","https://openalex.org/W2161498107","https://openalex.org/W2166765763","https://openalex.org/W2203392907","https://openalex.org/W2296319761","https://openalex.org/W2519887557","https://openalex.org/W2550999023","https://openalex.org/W2559034748","https://openalex.org/W2574974185","https://openalex.org/W2605641866","https://openalex.org/W2616803684","https://openalex.org/W2623012606","https://openalex.org/W2734426634","https://openalex.org/W2756255555","https://openalex.org/W2775483462","https://openalex.org/W2784814091","https://openalex.org/W2799747333","https://openalex.org/W2808139377","https://openalex.org/W2919115771","https://openalex.org/W2943865428","https://openalex.org/W2948729509","https://openalex.org/W2949416428","https://openalex.org/W2963170156","https://openalex.org/W2964015378","https://openalex.org/W2964218010","https://openalex.org/W2964316878","https://openalex.org/W2978426779","https://openalex.org/W2984353870","https://openalex.org/W4234440411","https://openalex.org/W4250589301","https://openalex.org/W6602375370","https://openalex.org/W6623329352","https://openalex.org/W6675528751","https://openalex.org/W6679066655","https://openalex.org/W6682494755","https://openalex.org/W6731525817","https://openalex.org/W6734641875","https://openalex.org/W6738597727"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W3008339103"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}