{"id":"https://openalex.org/W4295096312","doi":"https://doi.org/10.1007/s13042-022-01640-5","title":"Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph","display_name":"Knowledge transfer based hierarchical few-shot learning via tree-structured knowledge graph","publication_year":2022,"publication_date":"2022-09-09","ids":{"openalex":"https://openalex.org/W4295096312","doi":"https://doi.org/10.1007/s13042-022-01640-5"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-022-01640-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-022-01640-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5100350965","display_name":"Zhong Zhang","orcid":"https://orcid.org/0000-0002-2993-8612"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Zhang","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054984160","display_name":"Zhiping Wu","orcid":"https://orcid.org/0000-0003-3578-9024"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiping Wu","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058078141","display_name":"Hong Zhao","orcid":"https://orcid.org/0000-0001-9339-1829"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Zhao","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0001-9339-1829","affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057731986","display_name":"Minjie Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Minnan Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minjie Hu","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Fujian Province University, Zhangzhou, 363000, Fujian, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, Fujian, China","institution_ids":["https://openalex.org/I9356336"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5058078141"],"corresponding_institution_ids":["https://openalex.org/I9356336"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.6938,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75364019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"14","issue":"1","first_page":"281","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993000030517578,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993000030517578,"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/T12676","display_name":"Machine Learning and ELM","score":0.991599977016449,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9289000034332275,"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/computer-science","display_name":"Computer science","score":0.8163943290710449},{"id":"https://openalex.org/keywords/class-hierarchy","display_name":"Class hierarchy","score":0.8076008558273315},{"id":"https://openalex.org/keywords/tree-structure","display_name":"Tree structure","score":0.6279267072677612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6202665567398071},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5840272307395935},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5360965728759766},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4937196671962738},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.47498077154159546},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4499080777168274},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4482276737689972},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4103367030620575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3720853328704834},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.3438762426376343},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.255073219537735},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09222927689552307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8163943290710449},{"id":"https://openalex.org/C2781289151","wikidata":"https://www.wikidata.org/wiki/Q2903989","display_name":"Class hierarchy","level":3,"score":0.8076008558273315},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.6279267072677612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6202665567398071},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5840272307395935},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5360965728759766},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4937196671962738},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.47498077154159546},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4499080777168274},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4482276737689972},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4103367030620575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3720853328704834},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.3438762426376343},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.255073219537735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09222927689552307},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C73752529","wikidata":"https://www.wikidata.org/wiki/Q79872","display_name":"Object-oriented programming","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-022-01640-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-022-01640-5","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1187673069","display_name":null,"funder_award_id":"62141602","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6275269864","display_name":null,"funder_award_id":"2021J011003","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G7792708127","display_name":null,"funder_award_id":"2021J011006","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2008835805","https://openalex.org/W2031489346","https://openalex.org/W2081580037","https://openalex.org/W2115610681","https://openalex.org/W2194775991","https://openalex.org/W2400814742","https://openalex.org/W2536981762","https://openalex.org/W2728059831","https://openalex.org/W2740125792","https://openalex.org/W2793250741","https://openalex.org/W2962799101","https://openalex.org/W2963070905","https://openalex.org/W2963943197","https://openalex.org/W2964105864","https://openalex.org/W2966262636","https://openalex.org/W2969181591","https://openalex.org/W2982049331","https://openalex.org/W2997488121","https://openalex.org/W3012255272","https://openalex.org/W3015023949","https://openalex.org/W3034238471","https://openalex.org/W3034312118","https://openalex.org/W3035143213","https://openalex.org/W3093471646","https://openalex.org/W3095270930","https://openalex.org/W3108975329","https://openalex.org/W3119649673","https://openalex.org/W3120491054","https://openalex.org/W3154564794","https://openalex.org/W3160263788","https://openalex.org/W3161557830","https://openalex.org/W3175695077","https://openalex.org/W3183512610","https://openalex.org/W3200861117","https://openalex.org/W3205192547","https://openalex.org/W3205249428","https://openalex.org/W3211737808","https://openalex.org/W3216643861","https://openalex.org/W4214562728","https://openalex.org/W6600005967"],"related_works":["https://openalex.org/W2372453241","https://openalex.org/W2371387875","https://openalex.org/W4295096312","https://openalex.org/W2531660186","https://openalex.org/W2064670891","https://openalex.org/W2025988984","https://openalex.org/W1508699539","https://openalex.org/W2030846031","https://openalex.org/W1987871343","https://openalex.org/W2013559555"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}