{"id":"https://openalex.org/W4411537901","doi":"https://doi.org/10.1007/s11063-025-11781-7","title":"Multi-dimensional Topological Association Strengthening Clustering Network","display_name":"Multi-dimensional Topological Association Strengthening Clustering Network","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411537901","doi":"https://doi.org/10.1007/s11063-025-11781-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-025-11781-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-025-11781-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-025-11781-7.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","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/s11063-025-11781-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110815226","display_name":"Mengzhe Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengzhe Sun","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116585415","display_name":"Renda Han","orcid":"https://orcid.org/0009-0009-8568-2285"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Renda Han","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Moxuan Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Moxuan Zeng","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719039","display_name":"Mengfei Li","orcid":"https://orcid.org/0000-0003-2390-3600"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengfei Li","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014549491","display_name":"Tianyu Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianyu Hu","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001654388","display_name":"Zhenhua Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenhua Yang","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653670","display_name":"Ziyan Wang","orcid":"https://orcid.org/0009-0002-8642-2724"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyan Wang","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027167942","display_name":"Jingxin Liu","orcid":"https://orcid.org/0000-0003-2526-8196"},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingxin Liu","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wen Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wen Xin","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101417043","display_name":"Jingmei Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I152033890","display_name":"Hainan Normal University","ror":"https://ror.org/031dhcv14","country_code":"CN","type":"education","lineage":["https://openalex.org/I152033890"]},{"id":"https://openalex.org/I4210089944","display_name":"Qiongtai Teachers College","ror":"https://ror.org/00e42ba10","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingmei Feng","raw_affiliation_strings":["School of Information Science and Technology, Qiongtai Normal University, Haikou, China","School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, China","institution_ids":["https://openalex.org/I4210089944"]},{"raw_affiliation_string":"School of Information Science and Technology, Qiongtai Normal University, Haikou, 570100, China","institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001654388","https://openalex.org/A5014549491","https://openalex.org/A5027167942","https://openalex.org/A5100653670","https://openalex.org/A5100719039","https://openalex.org/A5101417043","https://openalex.org/A5110815226","https://openalex.org/A5116585415"],"corresponding_institution_ids":["https://openalex.org/I152033890","https://openalex.org/I4210089944"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11035192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"57","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9962000250816345,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9958000183105469,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7408745288848877},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6057651042938232},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5878795385360718},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.37249720096588135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36027252674102783},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3267653286457062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2663101255893707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13739123940467834},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08484461903572083}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7408745288848877},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6057651042938232},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5878795385360718},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.37249720096588135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36027252674102783},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3267653286457062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2663101255893707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13739123940467834},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08484461903572083},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-025-11781-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-025-11781-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-025-11781-7.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-025-11781-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-025-11781-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-025-11781-7.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411537901.pdf","grobid_xml":"https://content.openalex.org/works/W4411537901.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W1888005072","https://openalex.org/W1977556410","https://openalex.org/W1981276685","https://openalex.org/W2057907879","https://openalex.org/W2100495367","https://openalex.org/W2741943936","https://openalex.org/W2766736793","https://openalex.org/W2788284887","https://openalex.org/W2945827377","https://openalex.org/W2951269871","https://openalex.org/W2954752948","https://openalex.org/W2962756421","https://openalex.org/W2964015378","https://openalex.org/W2964732194","https://openalex.org/W2965510190","https://openalex.org/W2972209102","https://openalex.org/W2990138404","https://openalex.org/W3004946360","https://openalex.org/W3023672669","https://openalex.org/W3098645631","https://openalex.org/W3101553402","https://openalex.org/W3101709902","https://openalex.org/W3112881158","https://openalex.org/W3149863265","https://openalex.org/W3164581645","https://openalex.org/W3173294575","https://openalex.org/W3186783455","https://openalex.org/W3204134187","https://openalex.org/W3204364556","https://openalex.org/W3208414711","https://openalex.org/W3210298401","https://openalex.org/W4235169531","https://openalex.org/W4282925200","https://openalex.org/W4283792797","https://openalex.org/W4283798877","https://openalex.org/W4285026437","https://openalex.org/W4288073539","https://openalex.org/W4297733535","https://openalex.org/W4312459443","https://openalex.org/W4312699393","https://openalex.org/W4323338655","https://openalex.org/W4362691848","https://openalex.org/W4377130817","https://openalex.org/W4388199550","https://openalex.org/W4390044640","https://openalex.org/W4392251929","https://openalex.org/W4393147838","https://openalex.org/W4400111732","https://openalex.org/W4401024531","https://openalex.org/W4403600947","https://openalex.org/W4404490712"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027","https://openalex.org/W2962838298","https://openalex.org/W2600246793"],"abstract_inverted_index":{"Deep":[0],"graph":[1,22,63,138],"clustering,":[2],"as":[3],"a":[4,60,77,108],"fundamental":[5],"task":[6],"in":[7],"data":[8],"mining,":[9],"has":[10,17],"attracted":[11],"widespread":[12],"attention.":[13],"Recently,":[14],"excellent":[15],"performance":[16],"been":[18],"achieved":[19],"by":[20,38,126],"integrating":[21],"structure":[23,123],"and":[24,41,99,135],"node":[25],"attributes":[26],"to":[27,92],"generate":[28],"consensus":[29],"latent":[30,52,133],"embeddings.":[31,53],"However,":[32],"existing":[33],"clustering":[34,43,64,119,153],"methods":[35],"are":[36],"limited":[37],"redundant":[39,97],"information":[40,124],"unreliable":[42],"distribution,":[44],"which":[45,83],"hinders":[46],"the":[47,51,85,94,101,116,128,132,136],"discriminative":[48],"power":[49],"of":[50,96,118],"To":[54],"address":[55],"this":[56],"issue,":[57],"we":[58,75,106],"propose":[59],"novel":[61],"deep":[62],"framework":[65],"called":[66],"Multi-dimensional":[67,78],"Topological":[68],"Association":[69,80],"Strengthening":[70],"Clustering":[71],"Network":[72],"(MTASCN).":[73],"Specifically,":[74],"design":[76],"Feature":[79],"Mechanism":[81],"(MFAM),":[82],"extracts":[84],"competitive":[86],"or":[87],"cooperative":[88],"relationship":[89],"between":[90,131],"features":[91,98],"alleviate":[93],"interference":[95],"enhance":[100],"dominant":[102],"features.":[103],"In":[104],"addition,":[105],"develop":[107],"Structure-oriented":[109],"Multi-order":[110],"Loss":[111],"Module":[112],"(SMLM)":[113],"that":[114,148],"reinforces":[115],"generation":[117],"distribution":[120],"under":[121],"reliable":[122],"guidance":[125],"calculating":[127],"multi-order":[129],"similarity":[130],"embeddings":[134],"original":[137],"structure.":[139],"Extensive":[140],"experiments":[141],"on":[142],"five":[143],"benchmark":[144],"datasets":[145],"have":[146],"demonstrated":[147],"MTASCN":[149],"consistently":[150],"outperforms":[151],"other":[152],"methods.":[154]},"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}