{"id":"https://openalex.org/W4297013359","doi":"https://doi.org/10.1007/s44196-022-00132-2","title":"Dual-Space Transfer Learning Based on an Indirect Mutual Promotion Strategy","display_name":"Dual-Space Transfer Learning Based on an Indirect Mutual Promotion Strategy","publication_year":2022,"publication_date":"2022-09-23","ids":{"openalex":"https://openalex.org/W4297013359","doi":"https://doi.org/10.1007/s44196-022-00132-2"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-022-00132-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00132-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00132-2.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00132-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004440110","display_name":"Teng Cui","orcid":"https://orcid.org/0000-0003-3392-6187"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Teng Cui","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","School of Information and Control Engineering, China University of Mining and Technology, No.1, Daxue Road, Tongshan District, Xuzhou, 221116, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0003-3392-6187","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, No.1, Daxue Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055159529","display_name":"Jianhan Pan","orcid":"https://orcid.org/0000-0001-9177-7824"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhan Pan","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006708610","display_name":"Mingjing Du","orcid":"https://orcid.org/0000-0002-7701-9004"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjing Du","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102868080","display_name":"Qingyang Zhang","orcid":"https://orcid.org/0000-0003-3362-6416"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyang Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Jiangsu Normal University, No.101, Shanghai Road, Tongshan District, Xuzhou, 221116, Jiangsu, China","institution_ids":["https://openalex.org/I118574674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004440110"],"corresponding_institution_ids":["https://openalex.org/I118574674","https://openalex.org/I25757504"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":0.1389,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55185468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"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":0.9998999834060669,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T11550","display_name":"Text and Document Classification Technologies","score":0.989799976348877,"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":0.9821000099182129,"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":0.7144407033920288},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6068993806838989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.571753978729248},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.539841890335083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5273764133453369},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47487518191337585},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4700288474559784},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4625396728515625},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.43749818205833435},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4289420247077942},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3227244019508362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16707810759544373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7144407033920288},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6068993806838989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571753978729248},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.539841890335083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5273764133453369},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47487518191337585},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4700288474559784},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4625396728515625},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.43749818205833435},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4289420247077942},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3227244019508362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16707810759544373},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44196-022-00132-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00132-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00132-2.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2b75869181d64935bbd1c5715005788d","is_oa":true,"landing_page_url":"https://doaj.org/article/2b75869181d64935bbd1c5715005788d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 15, Iss 1, Pp 1-18 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44196-022-00132-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-022-00132-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-022-00132-2.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1286281524","display_name":null,"funder_award_id":"62006104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4729995247","display_name":null,"funder_award_id":"61703187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6736578506","display_name":null,"funder_award_id":"62006103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297013359.pdf","grobid_xml":"https://content.openalex.org/works/W4297013359.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1773704356","https://openalex.org/W1902027874","https://openalex.org/W1968836297","https://openalex.org/W1969826591","https://openalex.org/W1985155799","https://openalex.org/W1985697265","https://openalex.org/W2015712988","https://openalex.org/W2043545458","https://openalex.org/W2069057437","https://openalex.org/W2122838776","https://openalex.org/W2134731454","https://openalex.org/W2143182889","https://openalex.org/W2148820067","https://openalex.org/W2165698076","https://openalex.org/W2226984459","https://openalex.org/W2285851273","https://openalex.org/W2398879410","https://openalex.org/W2498119267","https://openalex.org/W2914951395","https://openalex.org/W3014216285","https://openalex.org/W3024073602","https://openalex.org/W3041133507","https://openalex.org/W3091635348","https://openalex.org/W3120296042","https://openalex.org/W3133744144","https://openalex.org/W3155875089","https://openalex.org/W3158356879","https://openalex.org/W3160701716","https://openalex.org/W3168707678","https://openalex.org/W3174851555","https://openalex.org/W3176618649","https://openalex.org/W3200275476","https://openalex.org/W4256490426","https://openalex.org/W4293659930"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W2787993192","https://openalex.org/W4282827391","https://openalex.org/W2317351040","https://openalex.org/W2440023763","https://openalex.org/W2962474440","https://openalex.org/W2786094008","https://openalex.org/W3131501806","https://openalex.org/W2799683370","https://openalex.org/W2807745940"],"abstract_inverted_index":{"Abstract":[0],"Transfer":[1,150],"learning":[2,51,73,103,190,216],"is":[3,163,205],"designed":[4],"to":[5,14,69],"leverage":[6],"knowledge":[7,54,97],"in":[8,19,90,93,117,130],"the":[9,20,60,78,84,94,108,112,118,126,131,177,184,189,192,196,201,215,225,229,241,244],"source":[10],"domain":[11,22],"with":[12],"labels":[13,24],"help":[15,227],"build":[16],"classification":[17,46],"models":[18],"target":[21],"where":[23],"are":[25,41,66],"scarce":[26],"or":[27],"even":[28],"unavailable.":[29],"Previous":[30],"studies":[31],"have":[32],"shown":[33],"that":[34],"high-level":[35,57,74,105,193],"concepts":[36,58,75,106,194],"extracted":[37],"from":[38],"original":[39,61,79,109,202],"features":[40,92,120,133,179,220,223],"more":[42],"suitable":[43],"for":[44],"cross-domain":[45],"tasks,":[47],"so":[48,125],"many":[49],"transfer":[50,53,98],"methods":[52],"by":[55],"modeling":[56],"on":[59,77,107,153,170,236],"feature":[62,80,110,186,198,203,231],"space.":[63,187],"However,":[64],"there":[65],"two":[67,230],"limitations":[68],"this":[70,142],"method:":[71],"First,":[72],"directly":[76],"space":[81,199,204],"will":[82],"reduce":[83],"proportion":[85],"of":[86,96,191,195,218,228,243],"shared":[87,114,128],"information":[88,115,129],"contained":[89,116],"common":[91,178,185,197,219],"process":[95],"bridge":[99],"construction.":[100],"Second,":[101],"only":[102],"multiple":[104],"space,":[111],"latent":[113,127],"domain-specific":[119,132,222],"cannot":[121,134],"be":[122,135],"targeted":[123],"learned,":[124],"effectively":[136],"used.":[137],"To":[138],"overcome":[139],"these":[140],"limitations,":[141],"paper":[143],"proposes":[144],"a":[145],"novel":[146],"method":[147,162],"named":[148],"Dual-Space":[149],"Learning":[151],"based":[152,169],"an":[154,166,208],"Indirect":[155],"Mutual":[156],"Promotion":[157],"Strategy":[158],"(DSTL).":[159],"The":[160,233],"DSTL":[161,174,245],"formalized":[164],"as":[165],"optimization":[167],"problem":[168],"non-negative":[171],"matrix":[172],"tri-factorization.":[173],"first":[175],"extracts":[176],"between":[180],"domains":[181],"and":[182,200,221],"constructs":[183],"Then,":[188],"integrated":[206],"through":[207,224],"indirect":[209],"promotion":[210],"strategy,":[211],"which":[212],"can":[213],"enhance":[214],"effect":[217],"mutual":[226],"spaces.":[232],"system":[234],"test":[235],"benchmark":[237],"data":[238],"sets":[239],"shows":[240],"superiority":[242],"method.":[246]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
