{"id":"https://openalex.org/W1587567107","doi":"https://doi.org/10.1007/978-3-540-87481-2_23","title":"Actively Transfer Domain Knowledge","display_name":"Actively Transfer Domain Knowledge","publication_year":2008,"publication_date":"2008-08-13","ids":{"openalex":"https://openalex.org/W1587567107","doi":"https://doi.org/10.1007/978-3-540-87481-2_23","mag":"1587567107"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87481-2_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-87481-2_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-87481-2_23.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-87481-2_23.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011510969","display_name":"Xiaoxiao Shi","orcid":"https://orcid.org/0000-0002-1746-2792"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Shi","raw_affiliation_strings":["Department of Computer Science, Sun Yat-sen University, Guangzhou, China","Dept. of Computer Science, Sun Yat-Sen University, Guangzhou, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Dept. of Computer Science, Sun Yat-Sen University, Guangzhou, China#TAB#","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380588","display_name":"Wei Fan","orcid":"https://orcid.org/0009-0008-1900-7081"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Fan","raw_affiliation_strings":["IBM T.J.Watson Research, USA","IBM T.J Watson Research, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T.J.Watson Research, USA","institution_ids":[]},{"raw_affiliation_string":"IBM T.J Watson Research, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071759737","display_name":"Jiangtao Ren","orcid":"https://orcid.org/0000-0003-2827-8322"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Ren","raw_affiliation_strings":["Department of Computer Science, Sun Yat-sen University, Guangzhou, China","Dept. of Computer Science, Sun Yat-Sen University, Guangzhou, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Dept. of Computer Science, Sun Yat-Sen University, Guangzhou, China#TAB#","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.2885,"has_fulltext":true,"cited_by_count":134,"citation_normalized_percentile":{"value":0.96163956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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":0.9878000020980835,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9843999743461609,"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":0.8315134644508362},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.7043094635009766},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.6826245784759521},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.634283185005188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5948744416236877},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.567742109298706},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.529058575630188},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4585154056549072},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4484338164329529},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4290805459022522},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09146302938461304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8315134644508362},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7043094635009766},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.6826245784759521},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.634283185005188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5948744416236877},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.567742109298706},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.529058575630188},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4585154056549072},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4484338164329529},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4290805459022522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09146302938461304},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-87481-2_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-87481-2_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-87481-2_23.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.178.7301","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.178.7301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.weifan.info/PAPERS/ecml08transfer.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/978-3-540-87481-2_23","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-540-87481-2_23","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-540-87481-2_23.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1587567107.pdf","grobid_xml":"https://content.openalex.org/works/W1587567107.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W59137919","https://openalex.org/W203025129","https://openalex.org/W1484084878","https://openalex.org/W1487385582","https://openalex.org/W1514211892","https://openalex.org/W1528361845","https://openalex.org/W1531909365","https://openalex.org/W1595917421","https://openalex.org/W1599935123","https://openalex.org/W1928047241","https://openalex.org/W1966026565","https://openalex.org/W2034368206","https://openalex.org/W2080021732","https://openalex.org/W2085989833","https://openalex.org/W2112483442","https://openalex.org/W2120708938","https://openalex.org/W2122838776","https://openalex.org/W2131479143","https://openalex.org/W2131953535","https://openalex.org/W2157785456","https://openalex.org/W2498360651","https://openalex.org/W2561675875","https://openalex.org/W2811380766","https://openalex.org/W2951911250"],"related_works":["https://openalex.org/W2364252372","https://openalex.org/W4234066492","https://openalex.org/W1998063895","https://openalex.org/W1583422155","https://openalex.org/W3144173820","https://openalex.org/W2576964996","https://openalex.org/W1649619740","https://openalex.org/W3213252596","https://openalex.org/W1534006406","https://openalex.org/W2165071883"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":16}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
