{"id":"https://openalex.org/W4283270302","doi":"https://doi.org/10.1109/tpami.2022.3184696","title":"Transfer Kernel Learning for Multi-Source Transfer Gaussian Process Regression","display_name":"Transfer Kernel Learning for Multi-Source Transfer Gaussian Process Regression","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4283270302","doi":"https://doi.org/10.1109/tpami.2022.3184696","pmid":"https://pubmed.ncbi.nlm.nih.gov/35727778"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2022.3184696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3184696","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101506669","display_name":"Pengfei Wei","orcid":"https://orcid.org/0000-0001-8093-0803"},"institutions":[{"id":"https://openalex.org/I2802536394","display_name":"Speech Pathology Australia","ror":"https://ror.org/03z4zm883","country_code":"AU","type":"other","lineage":["https://openalex.org/I2802536394"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Pengfei Wei","raw_affiliation_strings":["Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","Speech &amp"],"raw_orcid":"https://orcid.org/0000-0001-8093-0803","affiliations":[{"raw_affiliation_string":"Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","institution_ids":[]},{"raw_affiliation_string":"Speech &amp","institution_ids":["https://openalex.org/I2802536394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112989120","display_name":"Thanh Vinh Vo","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thanh Vinh Vo","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Asia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Asia","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048340011","display_name":"Xinghua Qu","orcid":"https://orcid.org/0000-0001-8072-2019"},"institutions":[{"id":"https://openalex.org/I2802536394","display_name":"Speech Pathology Australia","ror":"https://ror.org/03z4zm883","country_code":"AU","type":"other","lineage":["https://openalex.org/I2802536394"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinghua Qu","raw_affiliation_strings":["Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","Speech &amp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","institution_ids":[]},{"raw_affiliation_string":"Speech &amp","institution_ids":["https://openalex.org/I2802536394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068243197","display_name":"Yew-Soon Ong","orcid":"https://orcid.org/0000-0002-4480-169X"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yew Soon Ong","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore, Asia","A*STAR Institute of High Performance Computing, Singapore, Asia"],"raw_orcid":"https://orcid.org/0000-0002-4480-169X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore, Asia","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"A*STAR Institute of High Performance Computing, Singapore, Asia","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023494011","display_name":"Zejun Ma","orcid":"https://orcid.org/0000-0001-5508-1328"},"institutions":[{"id":"https://openalex.org/I2802536394","display_name":"Speech Pathology Australia","ror":"https://ror.org/03z4zm883","country_code":"AU","type":"other","lineage":["https://openalex.org/I2802536394"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zejun Ma","raw_affiliation_strings":["Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","Speech &amp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Speech &amp; Audio Team, Bytedance AI Lab, Singapore, Asia","institution_ids":[]},{"raw_affiliation_string":"Speech &amp","institution_ids":["https://openalex.org/I2802536394"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101506669"],"corresponding_institution_ids":["https://openalex.org/I2802536394"],"apc_list":null,"apc_paid":null,"fwci":2.2195,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.89404547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"45","issue":"3","first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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":0.9607999920845032,"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/T12537","display_name":"Flow Measurement and Analysis","score":0.9404000043869019,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6624854207038879},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6442605257034302},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5915582776069641},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5651311874389648},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5462377667427063},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4719342887401581},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4530401825904846},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4361916184425354},{"id":"https://openalex.org/keywords/kernel-regression","display_name":"Kernel regression","score":0.42863136529922485},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41143232583999634},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.2647480368614197},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2384331226348877},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22676658630371094}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6624854207038879},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6442605257034302},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5915582776069641},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5651311874389648},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5462377667427063},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4719342887401581},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4530401825904846},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4361916184425354},{"id":"https://openalex.org/C200695384","wikidata":"https://www.wikidata.org/wiki/Q1739319","display_name":"Kernel regression","level":3,"score":0.42863136529922485},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41143232583999634},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2647480368614197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2384331226348877},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22676658630371094},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2022.3184696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2022.3184696","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:35727778","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35727778","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W585133165","https://openalex.org/W1510355813","https://openalex.org/W1603035390","https://openalex.org/W1630879738","https://openalex.org/W2014158063","https://openalex.org/W2059980448","https://openalex.org/W2082509948","https://openalex.org/W2604283923","https://openalex.org/W2764162725","https://openalex.org/W2800344590","https://openalex.org/W2804939281","https://openalex.org/W2884771968","https://openalex.org/W2903640311","https://openalex.org/W2973077827","https://openalex.org/W2998705539","https://openalex.org/W3006729188","https://openalex.org/W3041133507","https://openalex.org/W3049512387","https://openalex.org/W3083693164","https://openalex.org/W3095574676","https://openalex.org/W3106098033","https://openalex.org/W3106606786","https://openalex.org/W3125076201","https://openalex.org/W3137966214","https://openalex.org/W3189164715","https://openalex.org/W3197461641","https://openalex.org/W3202308780","https://openalex.org/W3206194323","https://openalex.org/W4211049957","https://openalex.org/W6605391468","https://openalex.org/W6678543856","https://openalex.org/W6680632310","https://openalex.org/W6684770997","https://openalex.org/W6738492492","https://openalex.org/W6742093626","https://openalex.org/W6752186764","https://openalex.org/W6754770232","https://openalex.org/W6767127972","https://openalex.org/W6774207275","https://openalex.org/W6780143859","https://openalex.org/W6783825419","https://openalex.org/W6802889792","https://openalex.org/W7067352562"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W2886688859","https://openalex.org/W4386828785","https://openalex.org/W2213164457","https://openalex.org/W2115519811","https://openalex.org/W2157272197","https://openalex.org/W2246292763","https://openalex.org/W2108670750"],"abstract_inverted_index":{".":[0],"Extensive":[1],"empirical":[2],"studies":[3],"show":[4],"the":[5],"effectiveness":[6],"of":[7],"our":[8],"proposed":[9],"method":[10],"on":[11],"domain":[12],"relatedness":[13],"modelling":[14],"and":[15],"transfer":[16],"performance.":[17]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
