{"id":"https://openalex.org/W2792911861","doi":"https://doi.org/10.1109/tkde.2020.2984212","title":"Domain Adaptation on Graphs by Learning Aligned Graph Bases","display_name":"Domain Adaptation on Graphs by Learning Aligned Graph Bases","publication_year":2020,"publication_date":"2020-04-02","ids":{"openalex":"https://openalex.org/W2792911861","doi":"https://doi.org/10.1109/tkde.2020.2984212","mag":"2792911861"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2020.2984212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.2984212","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1803.05288","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061898567","display_name":"Mehmet Pilanc\u0131","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Pilanci","raw_affiliation_strings":["[Electrical and Electronics Engineering, Middle East Technical University, 52984 Ankara, Ankara Turkey (e-mail: mehmet.pilanci@metu.edu.tr)]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Electrical and Electronics Engineering, Middle East Technical University, 52984 Ankara, Ankara Turkey (e-mail: mehmet.pilanci@metu.edu.tr)]","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023308958","display_name":"Elif Vural","orcid":"https://orcid.org/0000-0002-5491-2588"},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elif Vural","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey","[Electrical and Electronics Engineering, Middle East Technical University, 52984 Ankara, Ankara Turkey (e-mail: velif@metu.edu.tr)]"],"raw_orcid":"https://orcid.org/0000-0002-5491-2588","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Middle East Technical University, Ankara, Turkey","institution_ids":["https://openalex.org/I201799495"]},{"raw_affiliation_string":"[Electrical and Electronics Engineering, Middle East Technical University, 52984 Ankara, Ankara Turkey (e-mail: velif@metu.edu.tr)]","institution_ids":["https://openalex.org/I201799495"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201799495"],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.5687,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74377403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"34","issue":"2","first_page":"587","last_page":"600"},"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":0.9991000294685364,"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":0.9991000294685364,"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":0.992900013923645,"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":0.98580002784729,"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/graph","display_name":"Graph","score":0.5033842921257019},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4674794375896454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4665500819683075},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.4377394914627075},{"id":"https://openalex.org/keywords/voltage-graph","display_name":"Voltage graph","score":0.43744704127311707},{"id":"https://openalex.org/keywords/line-graph","display_name":"Line graph","score":0.4331706166267395},{"id":"https://openalex.org/keywords/graph-property","display_name":"Graph property","score":0.4294852316379547},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.41768503189086914},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3622339069843292},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.3599560856819153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3426613211631775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21262341737747192}],"concepts":[{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5033842921257019},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4674794375896454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4665500819683075},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.4377394914627075},{"id":"https://openalex.org/C22149727","wikidata":"https://www.wikidata.org/wiki/Q7940747","display_name":"Voltage graph","level":4,"score":0.43744704127311707},{"id":"https://openalex.org/C203776342","wikidata":"https://www.wikidata.org/wiki/Q1378376","display_name":"Line graph","level":3,"score":0.4331706166267395},{"id":"https://openalex.org/C64339825","wikidata":"https://www.wikidata.org/wiki/Q722659","display_name":"Graph property","level":5,"score":0.4294852316379547},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41768503189086914},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3622339069843292},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.3599560856819153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3426613211631775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21262341737747192},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","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":5,"locations":[{"id":"doi:10.1109/tkde.2020.2984212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2020.2984212","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1803.05288","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.05288","pdf_url":"https://arxiv.org/pdf/1803.05288","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2792911861","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1803.05288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:open.metu.edu.tr:11511/27296","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/27296","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Master Thesis"},{"id":"doi:10.48550/arxiv.1803.05288","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1803.05288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1803.05288","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1803.05288","pdf_url":"https://arxiv.org/pdf/1803.05288","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2792911861.pdf","grobid_xml":"https://content.openalex.org/works/W2792911861.grobid-xml"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W46086471","https://openalex.org/W647235838","https://openalex.org/W1563100697","https://openalex.org/W1578862585","https://openalex.org/W1594039573","https://openalex.org/W1765315678","https://openalex.org/W1834646128","https://openalex.org/W1934241014","https://openalex.org/W1966949944","https://openalex.org/W1967479046","https://openalex.org/W1970942930","https://openalex.org/W1978577993","https://openalex.org/W1984032850","https://openalex.org/W1991418309","https://openalex.org/W1993436046","https://openalex.org/W2033379619","https://openalex.org/W2046385669","https://openalex.org/W2064447488","https://openalex.org/W2097308346","https://openalex.org/W2097797924","https://openalex.org/W2097908878","https://openalex.org/W2100664256","https://openalex.org/W2101491865","https://openalex.org/W2103829273","https://openalex.org/W2104068492","https://openalex.org/W2107298017","https://openalex.org/W2112483442","https://openalex.org/W2115191221","https://openalex.org/W2115403315","https://openalex.org/W2120354757","https://openalex.org/W2123261262","https://openalex.org/W2123921160","https://openalex.org/W2124961556","https://openalex.org/W2136504847","https://openalex.org/W2139823104","https://openalex.org/W2140536181","https://openalex.org/W2148440006","https://openalex.org/W2149466042","https://openalex.org/W2152322845","https://openalex.org/W2154455818","https://openalex.org/W2155461593","https://openalex.org/W2155858138","https://openalex.org/W2158108973","https://openalex.org/W2158751697","https://openalex.org/W2158787690","https://openalex.org/W2159291411","https://openalex.org/W2161075870","https://openalex.org/W2164384659","https://openalex.org/W2165698076","https://openalex.org/W2398702385","https://openalex.org/W2463241543","https://openalex.org/W2488936039","https://openalex.org/W2558385255","https://openalex.org/W2572321817","https://openalex.org/W2588646734","https://openalex.org/W2593768305","https://openalex.org/W2602480929","https://openalex.org/W2616287544","https://openalex.org/W2740138510","https://openalex.org/W2789767547","https://openalex.org/W2963275094","https://openalex.org/W2963756240","https://openalex.org/W2963826681","https://openalex.org/W2963839646","https://openalex.org/W2964278684","https://openalex.org/W3014788410","https://openalex.org/W6633823781","https://openalex.org/W6638894083","https://openalex.org/W6639480849","https://openalex.org/W6676215431","https://openalex.org/W6677430534","https://openalex.org/W6680140577","https://openalex.org/W6680434193","https://openalex.org/W6680670352","https://openalex.org/W6680688123","https://openalex.org/W6683124652","https://openalex.org/W6683633756","https://openalex.org/W6713955831","https://openalex.org/W6718795669","https://openalex.org/W6793289451","https://openalex.org/W6921386351"],"related_works":["https://openalex.org/W3014788410","https://openalex.org/W2984733080","https://openalex.org/W2969487173","https://openalex.org/W3211757366","https://openalex.org/W2403138661","https://openalex.org/W2991555167","https://openalex.org/W2115789358","https://openalex.org/W2943651116","https://openalex.org/W2942223620","https://openalex.org/W2914862180","https://openalex.org/W2918467831","https://openalex.org/W2244267473","https://openalex.org/W2586546866","https://openalex.org/W1488211288","https://openalex.org/W3117306485","https://openalex.org/W2954284176","https://openalex.org/W3210522961","https://openalex.org/W2563860824","https://openalex.org/W3205090419","https://openalex.org/W2854759615"],"abstract_inverted_index":{"A":[0],"common":[1],"assumption":[2],"in":[3,21,30,35,95,195],"semi-supervised":[4,39],"learning":[5,40,88,144],"is":[6,41,46,72,117,168],"that":[7,155,185],"the":[8,17,24,56,64,68,89,92,104,108,113,127,148,152,165,172,179,186],"class":[9,161],"label":[10,25,57,93,162],"function":[11,26,58,94,163],"has":[12,59],"a":[13,51,79,96,145],"slow":[14],"variation":[15],"on":[16,54,84,87,164],"data":[18,197],"graph,":[19],"while":[20,175],"many":[22,100],"problems,":[23],"may":[27],"vary":[28],"abruptly":[29],"certain":[31],"graph":[32,53,66,98,122,167],"regions,":[33],"resulting":[34],"high-frequency":[36],"components.":[37],"Although":[38],"an":[42],"ill-posed":[43],"problem,":[44],"it":[45,116],"often":[47,189],"possible":[48],"to":[49,63,107,120],"find":[50],"source":[52,97],"which":[55],"similar":[60],"frequency":[61,114],"content":[62],"target":[65,109,166],"where":[67],"actual":[69],"classification":[70,198],"problem":[71],"defined.":[73],"In":[74],"this":[75,142],"paper,":[76],"we":[77],"propose":[78],"method":[80],"for":[81],"domain":[82,192],"adaptation":[83,193],"graphs":[85,154],"based":[86],"spectrum":[90,105,174],"of":[91,151],"with":[99,178],"labels,":[101],"and":[102],"transferring":[103,112],"information":[106],"graph.":[110],"When":[111],"content,":[115],"not":[118],"easy":[119],"share":[121],"Fourier":[123,138,149],"coefficients":[124],"directly":[125],"between":[126,136,147],"two":[128,153],"independently":[129],"constructed":[130],"graphs,":[131],"since":[132],"no":[133],"match":[134],"exists":[135],"their":[137],"bases.":[139],"We":[140],"solve":[141],"by":[143],"transformation":[146],"bases":[150],"flexibly":[156],"\u201caligns\u201d":[157],"them.":[158],"The":[159],"unknown":[160],"then":[169],"reconstructed":[170],"from":[171],"learnt":[173],"retaining":[176],"consistency":[177],"available":[180],"labels.":[181],"Comparative":[182],"experiments":[183],"suggest":[184],"proposed":[187],"algorithm":[188],"outperforms":[190],"recent":[191],"methods":[194],"various":[196],"applications.":[199]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2018-03-29T00:00:00"}
