{"id":"https://openalex.org/W2897382591","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491633","title":"Unconstrained fuzzy feature fusion for heterogeneous unsupervised domain adaptation","display_name":"Unconstrained fuzzy feature fusion for heterogeneous unsupervised domain adaptation","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897382591","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491633","mag":"2897382591"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.lib.uts.edu.au/bitstream/10453/128637/4/PID5276861.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100639398","display_name":"Feng Liu","orcid":"https://orcid.org/0000-0002-5005-9129"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Feng Liu","raw_affiliation_strings":["Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062192039","display_name":"Guangquan Zhang","orcid":"https://orcid.org/0000-0003-3960-0583"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guangquan Zhang","raw_affiliation_strings":["Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100675577","display_name":"Jie L\u00fc","orcid":"https://orcid.org/0000-0003-0690-4732"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jie Lu","raw_affiliation_strings":["Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems and e-Service Intelligence (DeSI) Lab, Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100639398"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":0.677,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7816359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"36","issue":null,"first_page":"1","last_page":"8"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9799000024795532,"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/T12676","display_name":"Machine Learning and ELM","score":0.9603999853134155,"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":0.7417874932289124},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.709430992603302},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.669213056564331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6626738905906677},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5801673531532288},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5772435665130615},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5673060417175293},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5284086465835571},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5235744714736938},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3834250569343567},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34705591201782227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14182060956954956},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.05855298042297363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7417874932289124},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.709430992603302},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.669213056564331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6626738905906677},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5801673531532288},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5772435665130615},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5673060417175293},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5284086465835571},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5235744714736938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3834250569343567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34705591201782227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14182060956954956},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.05855298042297363},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/128637","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/128637","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/128637/4/PID5276861.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:opus.lib.uts.edu.au:10453/128637","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/128637","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/128637/4/PID5276861.pdf","source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1246934254","display_name":null,"funder_award_id":"170101632","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G1434527434","display_name":null,"funder_award_id":"DP170101632","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897382591.pdf","grobid_xml":"https://content.openalex.org/works/W2897382591.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W46086471","https://openalex.org/W1594039573","https://openalex.org/W1682040381","https://openalex.org/W1916649859","https://openalex.org/W1978920452","https://openalex.org/W1986614398","https://openalex.org/W1988348003","https://openalex.org/W1994348648","https://openalex.org/W2004273576","https://openalex.org/W2041280778","https://openalex.org/W2046385669","https://openalex.org/W2053836403","https://openalex.org/W2055233384","https://openalex.org/W2068047518","https://openalex.org/W2081801689","https://openalex.org/W2090923791","https://openalex.org/W2102689555","https://openalex.org/W2115403315","https://openalex.org/W2141088152","https://openalex.org/W2165698076","https://openalex.org/W2167291268","https://openalex.org/W2170607218","https://openalex.org/W2341914330","https://openalex.org/W2463241543","https://openalex.org/W2476987424","https://openalex.org/W2557279148","https://openalex.org/W2604474127","https://openalex.org/W2740168373","https://openalex.org/W2749748825","https://openalex.org/W2950333415","https://openalex.org/W2963000559","https://openalex.org/W2963275094","https://openalex.org/W2963289251","https://openalex.org/W2963756240","https://openalex.org/W3022547535","https://openalex.org/W6601848957","https://openalex.org/W6637154279","https://openalex.org/W6647430988","https://openalex.org/W6671431016","https://openalex.org/W6675547039","https://openalex.org/W6681202030","https://openalex.org/W6684701649","https://openalex.org/W6685415078","https://openalex.org/W6718795669","https://openalex.org/W6736389246","https://openalex.org/W6743404680","https://openalex.org/W6745799943","https://openalex.org/W6746204344"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4292523377","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1,44],"can":[2],"transfer":[3,76],"knowledge":[4,77],"from":[5],"the":[6,15,24,32,42,59,81,85,93,96,101,110,113,116,129,133],"source":[7,33,64],"domain":[8,26,43,87,135],"to":[9,75,100,119],"improve":[10],"pattern":[11],"recognition":[12],"accuracy":[13],"in":[14,41],"target":[16,25,67,86,134],"domain.":[17],"However,":[18],"it":[19],"is":[20,27,36,73,88,136],"rarely":[21],"discussed":[22],"when":[23,91],"unlabeled":[28],"and":[29,65,127],"heterogeneous":[30],"with":[31],"domain,":[34,68],"which":[35],"a":[37,49,63,66,69,139,147],"very":[38],"challenging":[39],"problem":[40],"field.":[45],"This":[46],"paper":[47],"presents":[48],"new":[50],"feature":[51,56],"reconstruction":[52],"method:":[53],"unconstrained":[54],"fuzzy":[55,120],"fusion.":[57],"Through":[58],"reconstructed":[60],"features":[61,94,118,121],"of":[62,84,95,112,115,132,141],"geodesic":[70],"flow":[71],"kernel":[72],"applied":[74],"between":[78],"them.":[79],"Furthermore,":[80],"original":[82,117,130],"information":[83,131],"also":[89],"preserved":[90],"reconstructing":[92],"two":[97,107,154],"domains.":[98],"Compared":[99],"previous":[102,151],"work,":[103],"this":[104,144],"work":[105,145],"has":[106],"advantages:":[108],"1)":[109],"sum":[111],"memberships":[114],"no":[122],"longer":[123],"must":[124],"be":[125],"one,":[126],"2)":[128],"persevered.":[137],"As":[138],"result":[140],"these":[142],"advantages,":[143],"delivers":[146],"better":[148],"performance":[149],"than":[150],"studies":[152],"using":[153],"public":[155],"datasets.":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}