{"id":"https://openalex.org/W3048630615","doi":"https://doi.org/10.3233/jifs-189136","title":"Inter-class distribution alienation and inter-domain distribution alignment based on manifold embedding for domain adaptation","display_name":"Inter-class distribution alienation and inter-domain distribution alignment based on manifold embedding for domain adaptation","publication_year":2020,"publication_date":"2020-08-11","ids":{"openalex":"https://openalex.org/W3048630615","doi":"https://doi.org/10.3233/jifs-189136","mag":"3048630615"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-189136","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189136","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5100435494","display_name":"Ping Li","orcid":"https://orcid.org/0000-0002-1503-0240"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I13175533","display_name":"Fuyang Normal University","ror":"https://ror.org/02njz9p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I13175533"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Li","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Information Engineering, Fuyang Normal University, Fuyang, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Information Engineering, Fuyang Normal University, Fuyang, China","institution_ids":["https://openalex.org/I13175533"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031531881","display_name":"Zhiwei Ni","orcid":"https://orcid.org/0000-0002-3378-9779"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei Ni","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033794092","display_name":"Xuhui Zhu","orcid":"https://orcid.org/0000-0003-1269-097X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Zhu","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101809862","display_name":"Juan Song","orcid":"https://orcid.org/0000-0001-8161-6787"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Song","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031531881"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53959231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"39","issue":"6","first_page":"8149","last_page":"8159"},"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":0.9995999932289124,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9423999786376953,"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/classifier","display_name":"Classifier (UML)","score":0.7455892562866211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6371600031852722},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5987966060638428},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5920286774635315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5850620269775391},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.48557180166244507},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.4588509202003479},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4296490550041199},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.414874792098999},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3156166970729828},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.22347089648246765},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.1539389193058014},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09219855070114136}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7455892562866211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6371600031852722},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5987966060638428},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5920286774635315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5850620269775391},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.48557180166244507},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.4588509202003479},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4296490550041199},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.414874792098999},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3156166970729828},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.22347089648246765},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.1539389193058014},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09219855070114136},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-189136","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-189136","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1594039573","https://openalex.org/W1971816655","https://openalex.org/W1982696459","https://openalex.org/W1985242550","https://openalex.org/W2062152791","https://openalex.org/W2088171019","https://openalex.org/W2100659887","https://openalex.org/W2100664256","https://openalex.org/W2104068492","https://openalex.org/W2112796928","https://openalex.org/W2115403315","https://openalex.org/W2149466042","https://openalex.org/W2159570078","https://openalex.org/W2165698076","https://openalex.org/W2588646734","https://openalex.org/W2923769473","https://openalex.org/W2954341274","https://openalex.org/W2990750550"],"related_works":["https://openalex.org/W3080655457","https://openalex.org/W3166286441","https://openalex.org/W3214142563","https://openalex.org/W3136267388","https://openalex.org/W4287263085","https://openalex.org/W3186065094","https://openalex.org/W3204418343","https://openalex.org/W3093803318","https://openalex.org/W4312617661","https://openalex.org/W3186441233"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1,163],"(DA)":[2],"aims":[3],"to":[4,18,59,106,123,142],"train":[5],"a":[6,14,20,101],"robust":[7],"predictor":[8],"by":[9,44,131],"transferring":[10],"rich":[11],"knowledge":[12],"from":[13,32,89],"well-labeled":[15],"source":[16,86],"domain":[17],"annotate":[19],"newly":[21],"coming":[22],"target":[23,148],"domain;":[24],"however,":[25],"the":[26,41,51,67,81,85,125,128,147,154,157,161,168,172,177],"two":[27],"domains":[28],"are":[29,140,151],"usually":[30],"drawn":[31],"very":[33],"different":[34,90],"distributions.":[35],"Most":[36],"current":[37],"methods":[38,190],"either":[39],"learn":[40],"common":[42],"features":[43,69],"matching":[45],"inter-domain":[46,56,112,137,173],"feature":[47,71,138,144],"distributions":[48,58,139],"and":[49,111,146,176],"training":[50],"classifier":[52,64,126,162],"separately":[53],"or":[54],"align":[55],"label":[57],"directly":[60],"obtain":[61],"an":[62],"adaptive":[63],"based":[65,115],"on":[66,116,127,156,191],"original":[68],"despite":[70],"distortion.":[72],"Moreover,":[73],"intra-domain":[74],"information":[75],"may":[76],"be":[77],"greatly":[78],"degraded":[79],"during":[80],"DA":[82,103],"process;":[83],"i.e.,":[84],"data":[87],"samples":[88],"classes":[91],"might":[92],"grow":[93],"closer.":[94],"To":[95],"this":[96,98],"end,":[97],"paper":[99],"proposes":[100],"novel":[102],"approach,":[104],"referred":[105],"as":[107],"inter-class":[108,169],"distribution":[109,113,170,174],"alienation":[110],"alignment":[114],"manifold":[117,130,178],"embedding":[118],"(IDAME).":[119],"Specifically,":[120],"IDAME":[121,184],"commits":[122],"adapting":[124],"Grassmann":[129,158],"using":[132,153],"structural":[133],"risk":[134],"minimization,":[135],"where":[136],"aligned":[141],"mitigate":[143],"distortion,":[145],"pseudo":[149],"labels":[150],"exploited":[152],"distances":[155],"manifold.":[159],"During":[160],"process,":[164],"we":[165],"simultaneously":[166],"consider":[167],"alienation,":[171],"alignment,":[175],"consistency.":[179],"Extensive":[180],"experiments":[181],"validate":[182],"that":[183],"can":[185],"outperform":[186],"several":[187],"comparative":[188],"state-of-the-art":[189],"real-world":[192],"cross-domain":[193],"image":[194],"datasets.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}