{"id":"https://openalex.org/W4404723505","doi":"https://doi.org/10.1007/s12530-024-09635-z","title":"A domain adaptation technique through cluster boundary integration","display_name":"A domain adaptation technique through cluster boundary integration","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4404723505","doi":"https://doi.org/10.1007/s12530-024-09635-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-024-09635-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s12530-024-09635-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-024-09635-z.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12530-024-09635-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018964388","display_name":"Vishnu Manasa Devagiri","orcid":"https://orcid.org/0000-0003-3371-5347"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Vishnu Manasa Devagiri","raw_affiliation_strings":["Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3371-5347","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011890993","display_name":"Veselka Boeva","orcid":"https://orcid.org/0000-0003-3128-191X"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Veselka Boeva","raw_affiliation_strings":["Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049551407","display_name":"Shahrooz Abghari","orcid":"https://orcid.org/0000-0002-3010-8798"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Shahrooz Abghari","raw_affiliation_strings":["Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Blekinge Institute of Technology, Valhallav\u00e4gen 1, 37141, Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018964388"],"corresponding_institution_ids":["https://openalex.org/I52719799"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.486,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72601243,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"16","issue":"1","first_page":null,"last_page":null},"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":0.9968000054359436,"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":0.9968000054359436,"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":0.9409999847412109,"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/T10028","display_name":"Topic Modeling","score":0.9302999973297119,"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":0.7209985256195068},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6713434457778931},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6066029071807861},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.6032504439353943},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5461668372154236},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4989349842071533},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16405582427978516},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15590250492095947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08047622442245483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209985256195068},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6713434457778931},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6066029071807861},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.6032504439353943},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5461668372154236},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4989349842071533},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16405582427978516},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15590250492095947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08047622442245483},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12530-024-09635-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s12530-024-09635-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-024-09635-z.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:bth-26090","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:bth-26090","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s12530-024-09635-z","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s12530-024-09635-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12530-024-09635-z.pdf","source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G939590399","display_name":null,"funder_award_id":"20220068","funder_id":"https://openalex.org/F4320307330","funder_display_name":"Knowledge Foundation"}],"funders":[{"id":"https://openalex.org/F4320307330","display_name":"Knowledge Foundation","ror":"https://ror.org/00v64cg28"},{"id":"https://openalex.org/F4320323802","display_name":"Blekinge Tekniska H\u00f6gskola","ror":"https://ror.org/0093a8w51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404723505.pdf","grobid_xml":"https://content.openalex.org/works/W4404723505.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1554119536","https://openalex.org/W1758892812","https://openalex.org/W2026297770","https://openalex.org/W2033403400","https://openalex.org/W2095445014","https://openalex.org/W2096680959","https://openalex.org/W2113054345","https://openalex.org/W2135032539","https://openalex.org/W2165698076","https://openalex.org/W2282821441","https://openalex.org/W2756202949","https://openalex.org/W2963214104","https://openalex.org/W2982402932","https://openalex.org/W3005343217","https://openalex.org/W3041133507","https://openalex.org/W3082248862","https://openalex.org/W3093100255","https://openalex.org/W3127512060","https://openalex.org/W3176720610","https://openalex.org/W3177151237","https://openalex.org/W3199374136","https://openalex.org/W4206310046","https://openalex.org/W4220792900","https://openalex.org/W4224232087","https://openalex.org/W4235169531","https://openalex.org/W4281256496","https://openalex.org/W4285058530","https://openalex.org/W4293250296","https://openalex.org/W4294831559","https://openalex.org/W4317743317","https://openalex.org/W4319586505","https://openalex.org/W4404276486"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W1526712007","https://openalex.org/W2953252165","https://openalex.org/W2563901864","https://openalex.org/W3168009835","https://openalex.org/W1998589401","https://openalex.org/W2964287305","https://openalex.org/W1979518822"],"abstract_inverted_index":{"Abstract":[0],"Many":[1],"machine":[2],"learning":[3],"models":[4,205,227],"deployed":[5],"on":[6,160,188,242],"smart":[7,115,190,243],"or":[8],"edge":[9],"devices":[10],"experience":[11],"a":[12,17,34,124,130],"phase":[13],"where":[14],"there":[15],"is":[16,83,103],"drop":[18],"in":[19,64,98,176,231,237],"their":[20],"performance":[21,93,167],"due":[22],"to":[23,42,169,212,219],"the":[24,51,60,67,76,80,106,114,119,148,161,189,198,204,210],"arrival":[25],"of":[26,66,79,185,202,235],"data":[27,140],"from":[28,113],"new":[29,214],"domains.":[30],"This":[31],"paper":[32],"proposes":[33],"novel":[35],"unsupervised":[36],"domain":[37,152],"adaptation":[38,153],"algorithm":[39,48,62],"called":[40],"DIBCA++":[41,82,143,164,172],"deal":[43],"with":[44,85,105,129,209],"such":[45],"situations.":[46],"The":[47,72,171,194,222],"uses":[49],"only":[50],"clusters\u2019":[52],"mean,":[53],"standard":[54],"deviation,":[55],"and":[56,70,89,92,96,127,183,200,225,233],"size,":[57],"which":[58],"makes":[59],"proposed":[61],"modest":[63],"terms":[65],"required":[68],"storage":[69],"computation.":[71],"study":[73],"also":[74,144,196],"presents":[75],"explainability":[77],"aspect":[78],"algorithm.":[81],"compared":[84,168],"its":[86,90],"predecessor,":[87],"DIBCA,":[88],"applicability":[91],"are":[94],"studied":[95],"evaluated":[97],"two":[99],"real-world":[100],"scenarios.":[101],"One":[102],"coping":[104],"Global":[107],"Navigation":[108],"Satellite":[109],"System":[110],"activation":[111],"problem":[112],"logistics":[116,191],"domain,":[117],"while":[118],"other":[120],"identifies":[121],"different":[122],"activities":[123],"person":[125],"performs":[126],"deals":[128],"human":[131,178],"activity":[132,179],"recognition":[133,180],"task.":[134],"Both":[135],"scenarios":[136,187],"involve":[137],"time":[138,156],"series":[139,157],"phenomena,":[141],"i.e.,":[142],"contributes":[145],"towards":[146],"addressing":[147],"current":[149],"gap":[150],"regarding":[151],"solutions":[154],"for":[155],"data.":[158],"Based":[159],"experimental":[162,186,239],"results,":[163],"has":[165,173],"improved":[166,220],"DIBCA.":[170],"performed":[174,229],"better":[175,230],"all":[177],"task":[181],"experiments":[182],"82.5%":[184],"use":[192],"case.":[193],"results":[195],"showcase":[197],"need":[199],"benefit":[201],"personalizing":[203],"using":[206],"DIBCA++,":[207],"along":[208],"ability":[211],"transfer":[213],"knowledge":[215],"between":[216],"domains,":[217],"leading":[218],"performance.":[221],"adapted":[223],"source":[224],"target":[226],"have":[228],"70%":[232],"80%":[234],"cases":[236],"an":[238],"scenario":[240],"conducted":[241],"logistics.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}