{"id":"https://openalex.org/W3048002342","doi":"https://doi.org/10.1007/s12652-020-02350-y","title":"Graph-structure constraint and Schatten p-norm-based unsupervised domain adaptation for image classification","display_name":"Graph-structure constraint and Schatten p-norm-based unsupervised domain adaptation for image classification","publication_year":2020,"publication_date":"2020-08-08","ids":{"openalex":"https://openalex.org/W3048002342","doi":"https://doi.org/10.1007/s12652-020-02350-y","mag":"3048002342"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-020-02350-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02350-y","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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/A5068232881","display_name":"Heyou Chang","orcid":"https://orcid.org/0000-0002-9536-4311"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]},{"id":"https://openalex.org/I4210128418","display_name":"Nanjing Xiaozhuang University","ror":"https://ror.org/03fnv7n42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128418"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heyou Chang","raw_affiliation_strings":["Laboratory of Image Science and Technology, Southeast University, Nanjing, China","School of Information and Engineering, Nanjing XiaoZhuang University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Image Science and Technology, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Information and Engineering, Nanjing XiaoZhuang University, Nanjing, China","institution_ids":["https://openalex.org/I4210128418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089345835","display_name":"Fanlong Zhang","orcid":"https://orcid.org/0000-0001-8865-9683"},"institutions":[{"id":"https://openalex.org/I206777745","display_name":"Nanjing Audit University","ror":"https://ror.org/04zj2bd87","country_code":"CN","type":"education","lineage":["https://openalex.org/I206777745"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanlong Zhang","raw_affiliation_strings":["School of Technology, Nanjing Audit University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Technology, Nanjing Audit University, Nanjing, China","institution_ids":["https://openalex.org/I206777745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038362365","display_name":"Guangwei Gao","orcid":"https://orcid.org/0000-0002-3950-1844"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangwei Gao","raw_affiliation_strings":["Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085132445","display_name":"Hao Zheng","orcid":"https://orcid.org/0000-0003-0829-9660"},"institutions":[{"id":"https://openalex.org/I4210128418","display_name":"Nanjing Xiaozhuang University","ror":"https://ror.org/03fnv7n42","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128418"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zheng","raw_affiliation_strings":["School of Information and Engineering, Nanjing XiaoZhuang University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Engineering, Nanjing XiaoZhuang University, Nanjing, China","institution_ids":["https://openalex.org/I4210128418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068232881"],"corresponding_institution_ids":["https://openalex.org/I4210128418","https://openalex.org/I76569877"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":0.4078,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69722723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"11","first_page":"5137","last_page":"5149"},"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/T12676","display_name":"Machine Learning and ELM","score":0.935699999332428,"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":0.9265999794006348,"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":0.742548406124115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5560095310211182},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5298362374305725},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5102849006652832},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.47564956545829773},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.45287948846817017},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4517076909542084},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.4483923017978668},{"id":"https://openalex.org/keywords/marginal-distribution","display_name":"Marginal distribution","score":0.4364217221736908},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4353378713130951},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4329324960708618},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.43194079399108887},{"id":"https://openalex.org/keywords/effective-domain","display_name":"Effective domain","score":0.4284582734107971},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42199862003326416},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.3584355115890503},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.29309555888175964},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.2775745391845703},{"id":"https://openalex.org/keywords/convex-combination","display_name":"Convex combination","score":0.23673281073570251},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21738994121551514},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.0963205099105835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.742548406124115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5560095310211182},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5298362374305725},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5102849006652832},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.47564956545829773},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.45287948846817017},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4517076909542084},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.4483923017978668},{"id":"https://openalex.org/C165216359","wikidata":"https://www.wikidata.org/wiki/Q670653","display_name":"Marginal distribution","level":3,"score":0.4364217221736908},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4353378713130951},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4329324960708618},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.43194079399108887},{"id":"https://openalex.org/C58385900","wikidata":"https://www.wikidata.org/wiki/Q5347254","display_name":"Effective domain","level":5,"score":0.4284582734107971},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42199862003326416},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.3584355115890503},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29309555888175964},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.2775745391845703},{"id":"https://openalex.org/C111110010","wikidata":"https://www.wikidata.org/wiki/Q2627315","display_name":"Convex combination","level":4,"score":0.23673281073570251},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21738994121551514},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0963205099105835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","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":1,"locations":[{"id":"doi:10.1007/s12652-020-02350-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02350-y","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7200000286102295,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1639488420","display_name":null,"funder_award_id":"61806098","funder_id":"https://openalex.org/F4320335581","funder_display_name":"Young Scientists Fund"},{"id":"https://openalex.org/G3780497930","display_name":null,"funder_award_id":"BK20190089","funder_id":"https://openalex.org/F4320335445","funder_display_name":"Outstanding Youth Foundation of Jiangsu Province of China"},{"id":"https://openalex.org/G5053692083","display_name":null,"funder_award_id":"61976118","funder_id":"https://openalex.org/F4320335581","funder_display_name":"Young Scientists Fund"},{"id":"https://openalex.org/G5113474015","display_name":null,"funder_award_id":"61603192","funder_id":"https://openalex.org/F4320335581","funder_display_name":"Young Scientists Fund"}],"funders":[{"id":"https://openalex.org/F4320335445","display_name":"Outstanding Youth Foundation of Jiangsu Province of China","ror":null},{"id":"https://openalex.org/F4320335581","display_name":"Young Scientists Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W195665135","https://openalex.org/W1997201895","https://openalex.org/W2096943734","https://openalex.org/W2120552947","https://openalex.org/W2129812935","https://openalex.org/W2149466042","https://openalex.org/W2150846797","https://openalex.org/W2157032359","https://openalex.org/W2162854380","https://openalex.org/W2240559667","https://openalex.org/W2329664094","https://openalex.org/W2408890358","https://openalex.org/W2744316982","https://openalex.org/W2884771968","https://openalex.org/W2888000811","https://openalex.org/W2889731794","https://openalex.org/W2899243711","https://openalex.org/W2902934238","https://openalex.org/W2908329451","https://openalex.org/W2914733877","https://openalex.org/W2921671347","https://openalex.org/W2935834351","https://openalex.org/W2962856082","https://openalex.org/W2963418726","https://openalex.org/W2963633722","https://openalex.org/W2963693396","https://openalex.org/W2963756240","https://openalex.org/W2964278684","https://openalex.org/W2970153005","https://openalex.org/W2973563900","https://openalex.org/W2977423750","https://openalex.org/W3009402173"],"related_works":["https://openalex.org/W4280529579","https://openalex.org/W2526843974","https://openalex.org/W2944983703","https://openalex.org/W2966860738","https://openalex.org/W4390058836","https://openalex.org/W3169515113","https://openalex.org/W2997645659","https://openalex.org/W2987427063","https://openalex.org/W4287122109","https://openalex.org/W3182963544"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
