{"id":"https://openalex.org/W2408012181","doi":"https://doi.org/10.1109/icassp.2016.7472196","title":"Heterogeneous domain adaptation with label and structure consistency","display_name":"Heterogeneous domain adaptation with label and structure consistency","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2408012181","doi":"https://doi.org/10.1109/icassp.2016.7472196","mag":"2408012181"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-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/A5015826285","display_name":"Yao-Hung Hubert Tsai","orcid":"https://orcid.org/0000-0001-5312-1875"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Yao-Hung Hubert Tsai","raw_affiliation_strings":["Research Center for IT Innovation Academia Sinica, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Research Center for IT Innovation Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024171815","display_name":"Yi-Ren Yeh","orcid":null},"institutions":[{"id":"https://openalex.org/I135551196","display_name":"National Kaohsiung Normal University","ror":"https://ror.org/04tsc8g87","country_code":"TW","type":"education","lineage":["https://openalex.org/I135551196"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Ren Yeh","raw_affiliation_strings":["Department of Mathematics, National Kaohsiung Normal University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, National Kaohsiung Normal University, Taiwan","institution_ids":["https://openalex.org/I135551196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I4210086894","display_name":"Research Center for Information Technology Innovation, Academia Sinica","ror":"https://ror.org/000zgvm20","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210086894","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["Research Center for IT Innovation Academia Sinica, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Research Center for IT Innovation Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210086894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015826285"],"corresponding_institution_ids":["https://openalex.org/I4210086894"],"apc_list":null,"apc_paid":null,"fwci":2.1424,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.90349771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2842","last_page":"2846"},"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":0.9997000098228455,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.984499990940094,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.953000009059906,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7259477376937866},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.7027721405029297},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6144430041313171},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5634588599205017},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.523976743221283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5086906552314758},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4989895820617676},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.496465265750885},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.48811468482017517},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48129597306251526},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47650471329689026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32853996753692627},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30796945095062256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17558994889259338},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06996610760688782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7259477376937866},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.7027721405029297},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6144430041313171},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5634588599205017},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.523976743221283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5086906552314758},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4989895820617676},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.496465265750885},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.48811468482017517},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48129597306251526},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47650471329689026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32853996753692627},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30796945095062256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17558994889259338},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06996610760688782},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7472196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472196","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W46086471","https://openalex.org/W1565176903","https://openalex.org/W1722318740","https://openalex.org/W1834646128","https://openalex.org/W2046385669","https://openalex.org/W2090923791","https://openalex.org/W2096943734","https://openalex.org/W2115403315","https://openalex.org/W2124961556","https://openalex.org/W2132898581","https://openalex.org/W2142742813","https://openalex.org/W2145765191","https://openalex.org/W2149466042","https://openalex.org/W2153867457","https://openalex.org/W2156940638","https://openalex.org/W2170607218","https://openalex.org/W2294202617","https://openalex.org/W6601848957","https://openalex.org/W6633602821","https://openalex.org/W6638894083","https://openalex.org/W6682974852"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2955455867","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W4295929828","https://openalex.org/W3156096827","https://openalex.org/W4287210399"],"abstract_inverted_index":{"Domain":[0],"adaptation":[1,45],"is":[2,36,86],"a":[3],"challenging":[4],"task,":[5],"since":[6],"it":[7],"associates":[8],"data":[9,27,61,72,76,92],"collected":[10],"from":[11],"different":[12,94,105],"domains":[13],"or":[14,32],"exhibiting":[15],"distinct":[16,29],"distributions.":[17],"In":[18],"this":[19,35],"paper,":[20],"we":[21,50,110],"particularly":[22],"focus":[23],"on":[24,103],"adapting":[25],"cross-domain":[26,71,91,106],"with":[28,66,93],"feature":[30,95],"dimensions":[31],"representations.":[33,96],"Thus,":[34],"referred":[37],"to":[38,62],"as":[39],"the":[40,63,67],"task":[41],"of":[42,69,83],"heterogeneous":[43],"domain":[44],"(HDA).":[46],"To":[47],"solve":[48],"HDA,":[49],"propose":[51],"Label":[52],"and":[53,74,109],"Structure-consistent":[54],"Unilateral":[55],"Projection":[56],"(LS-UP)":[57],"that":[58,112],"transforms":[59],"source-domain":[60],"target":[64],"domain,":[65],"goal":[68],"matching":[70],"distribution":[73],"preserving":[75],"structure":[77],"after":[78],"projection.":[79],"The":[80],"main":[81],"contribution":[82],"our":[84,99,113],"work":[85],"its":[87],"ability":[88],"in":[89],"relating":[90],"We":[97],"evaluate":[98],"LS-UP":[100],"for":[101],"HDA":[102],"two":[104],"classification":[107],"problems,":[108],"show":[111],"method":[114],"would":[115],"perform":[116],"favorably":[117],"against":[118],"state-of-the-art":[119],"approaches.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}