{"id":"https://openalex.org/W2028936140","doi":"https://doi.org/10.1109/fuzz-ieee.2013.6622530","title":"Text categorization by fuzzy domain adaptation","display_name":"Text categorization by fuzzy domain adaptation","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2028936140","doi":"https://doi.org/10.1109/fuzz-ieee.2013.6622530","mag":"2028936140"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2013.6622530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2013.6622530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 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/10453/28346/4/2013003390OK.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069299547","display_name":"Vahid Behbood","orcid":null},"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"]},{"id":"https://openalex.org/I4210096034","display_name":"Centre for Quantum Computation and Communication Technology","ror":"https://ror.org/00rnbty21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210096034","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Vahid Behbood","raw_affiliation_strings":["Decision Systems & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210096034","https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675577","display_name":"Jie L\u00fc","orcid":"https://orcid.org/0000-0003-0690-4732"},"institutions":[{"id":"https://openalex.org/I4210096034","display_name":"Centre for Quantum Computation and Communication Technology","ror":"https://ror.org/00rnbty21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210096034","https://openalex.org/I4210132349"]},{"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 & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210096034","https://openalex.org/I114017466"]}]},{"author_position":"last","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"]},{"id":"https://openalex.org/I4210096034","display_name":"Centre for Quantum Computation and Communication Technology","ror":"https://ror.org/00rnbty21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210096034","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guangquan Zhang","raw_affiliation_strings":["Decision Systems & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Decision Systems & E-Service Intelligence Research Laboratory Centre for Quantum Computing and Intelligent SystemFaculty of Engineering and Information Technology, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I4210096034","https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069299547"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I4210096034"],"apc_list":null,"apc_paid":null,"fwci":1.9769,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88373598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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":0.9868999719619751,"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/T10057","display_name":"Face and Expression Recognition","score":0.9621999859809875,"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/categorization","display_name":"Categorization","score":0.823093056678772},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.8197116851806641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8001377582550049},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7520239353179932},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.6757085919380188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6696627736091614},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.5896635055541992},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5478720664978027},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5313480496406555},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5068872570991516},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47246503829956055},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4425743818283081},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4090340733528137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4034477472305298},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11286437511444092}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.823093056678772},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.8197116851806641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8001377582550049},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7520239353179932},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.6757085919380188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6696627736091614},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5896635055541992},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5478720664978027},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5313480496406555},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5068872570991516},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47246503829956055},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4425743818283081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4090340733528137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4034477472305298},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11286437511444092},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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:10.1109/fuzz-ieee.2013.6622530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2013.6622530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/28346","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/28346","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/28346/4/2013003390OK.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":null,"license_id":null,"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:10453/28346","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/28346","pdf_url":"https://opus.lib.uts.edu.au/bitstream/10453/28346/4/2013003390OK.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5099999904632568,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2028936140.pdf","grobid_xml":"https://content.openalex.org/works/W2028936140.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1576064560","https://openalex.org/W1991482489","https://openalex.org/W1998894210","https://openalex.org/W2020261731","https://openalex.org/W2048679005","https://openalex.org/W2068463433","https://openalex.org/W2080890385","https://openalex.org/W2097089247","https://openalex.org/W2098162425","https://openalex.org/W2107008379","https://openalex.org/W2110091014","https://openalex.org/W2112854751","https://openalex.org/W2136504847","https://openalex.org/W2146807976","https://openalex.org/W2157785456","https://openalex.org/W2158108973","https://openalex.org/W2162651021","https://openalex.org/W2163302275","https://openalex.org/W2165698076","https://openalex.org/W2435251607","https://openalex.org/W2540165633","https://openalex.org/W6676132248","https://openalex.org/W6676587327","https://openalex.org/W6680140577","https://openalex.org/W6683298659","https://openalex.org/W6684149856","https://openalex.org/W6717827561"],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2390857744","https://openalex.org/W2133651098","https://openalex.org/W2390698788","https://openalex.org/W2035261173","https://openalex.org/W2138922887","https://openalex.org/W2125109223","https://openalex.org/W2383063829","https://openalex.org/W2082678934","https://openalex.org/W2028936140"],"abstract_inverted_index":{"Machine":[0],"learning":[1,16],"methods":[2,17],"have":[3],"attracted":[4],"attention":[5],"of":[6,65,70,140,147],"researches":[7],"in":[8,58,155,179],"computational":[9],"fields":[10],"such":[11],"as":[12],"classification/categorization.":[13],"However,":[14],"these":[15],"work":[18],"under":[19],"the":[20,23,36,40,47,63,66,71,103,108,126,131,141,156,160,180],"assumption":[21],"that":[22],"training":[24,37],"and":[25,43,54,77,129],"test":[26,44],"data":[27,38,45,60,72,128,151],"distributions":[28],"are":[29,166],"identical.":[30],"In":[31,81,133],"some":[32],"real":[33],"world":[34],"applications,":[35],"(from":[39,46],"source":[41],"domain)":[42,49],"target":[48,109],"come":[50],"from":[51],"different":[52,59,173],"domains":[53],"this":[55,82,134],"may":[56],"result":[57],"distributions.":[61],"Moreover,":[62],"values":[64],"features":[67],"and/or":[68],"labels":[69],"sets":[73],"could":[74],"be":[75],"non-numeric":[76],"contain":[78],"vague":[79],"values.":[80],"study,":[83],"we":[84],"propose":[85],"a":[86,117,176],"fuzzy":[87],"domain":[88],"adaptation":[89],"method,":[90],"which":[91,112,165],"offers":[92],"an":[93,145],"effective":[94],"way":[95,135],"to":[96,106,158],"deal":[97],"with":[98,168],"both":[99],"issues.":[100],"It":[101],"utilizes":[102],"similarity":[104],"concept":[105],"modify":[107],"instances'":[110],"labels,":[111],"were":[113],"initially":[114],"classified":[115],"by":[116],"shift-unaware":[118,142],"classifier.":[119,143],"The":[120,163],"proposed":[121,161],"method":[122],"is":[123,153],"built":[124],"on":[125],"given":[127],"refines":[130],"labels.":[132],"it":[136],"performs":[137],"completely":[138],"independently":[139],"As":[144],"example":[146],"text":[148],"categorization,":[149],"20Newsgroup":[150],"set":[152],"used":[154],"experiments":[157],"validate":[159],"method.":[162],"results,":[164],"compared":[167],"those":[169],"generated":[170],"when":[171],"using":[172],"baselines,":[174],"demonstrate":[175],"significant":[177],"improvement":[178],"accuracy.":[181]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
