{"id":"https://openalex.org/W4389076519","doi":"https://doi.org/10.1109/tkde.2023.3335223","title":"Noised Multi-Layer Networks Clustering With Graph Denoising and Structure Learning","display_name":"Noised Multi-Layer Networks Clustering With Graph Denoising and Structure Learning","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389076519","doi":"https://doi.org/10.1109/tkde.2023.3335223"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2023.3335223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3335223","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":["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/A5052243272","display_name":"Wenming Wu","orcid":"https://orcid.org/0000-0003-0892-2109"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenming Wu","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x0027;an, Shaanxi, China","Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-0892-2109","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414784","display_name":"Wensheng Zhang","orcid":"https://orcid.org/0000-0002-9120-9736"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Zhang","raw_affiliation_strings":["School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-9120-9736","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091227928","display_name":"Maoguo Gong","orcid":"https://orcid.org/0000-0002-0415-8556"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoguo Gong","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029088205","display_name":"Xiaoke Ma","orcid":"https://orcid.org/0000-0002-5604-7137"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoke Ma","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi&#x0027;an, Shaanxi, China","Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University, Xi'an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-5604-7137","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Smart Human-Computer Interaction and Wearable Technology of Shaanxi Province, Xidian University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5859,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64821438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"36","issue":"10","first_page":"5294","last_page":"5307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9965999722480774,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.7068500518798828},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6105321645736694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5781462788581848},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48534122109413147},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.46628379821777344},{"id":"https://openalex.org/keywords/artificial-noise","display_name":"Artificial noise","score":0.4641718864440918},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4270886778831482},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42666029930114746},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3980924189090729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3372449278831482},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23785486817359924},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15020498633384705},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.11520138382911682},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.08092761039733887},{"id":"https://openalex.org/keywords/physical-layer","display_name":"Physical layer","score":0.07687193155288696}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7068500518798828},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6105321645736694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5781462788581848},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48534122109413147},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.46628379821777344},{"id":"https://openalex.org/C2780909371","wikidata":"https://www.wikidata.org/wiki/Q4801092","display_name":"Artificial noise","level":4,"score":0.4641718864440918},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4270886778831482},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42666029930114746},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3980924189090729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3372449278831482},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23785486817359924},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15020498633384705},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.11520138382911682},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.08092761039733887},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.07687193155288696},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2023.3335223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2023.3335223","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4252882605","display_name":null,"funder_award_id":"62272361","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4954413281","display_name":null,"funder_award_id":"2021ZDLGY02-02","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G6055824095","display_name":null,"funder_award_id":"61961160707","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W172260869","https://openalex.org/W1888005072","https://openalex.org/W1902027874","https://openalex.org/W1993962865","https://openalex.org/W1997201895","https://openalex.org/W2002709996","https://openalex.org/W2004843357","https://openalex.org/W2006410278","https://openalex.org/W2035189255","https://openalex.org/W2056782561","https://openalex.org/W2086805702","https://openalex.org/W2097664646","https://openalex.org/W2108119513","https://openalex.org/W2111708605","https://openalex.org/W2116341502","https://openalex.org/W2121947440","https://openalex.org/W2145977038","https://openalex.org/W2147745135","https://openalex.org/W2151936673","https://openalex.org/W2157082398","https://openalex.org/W2164278908","https://openalex.org/W2165515835","https://openalex.org/W2180374961","https://openalex.org/W2187214659","https://openalex.org/W2335920499","https://openalex.org/W2513165697","https://openalex.org/W2558384379","https://openalex.org/W2580917121","https://openalex.org/W2740420891","https://openalex.org/W2742474178","https://openalex.org/W2752190933","https://openalex.org/W2762183128","https://openalex.org/W2802815569","https://openalex.org/W2804847616","https://openalex.org/W2903787695","https://openalex.org/W2909814607","https://openalex.org/W2951897416","https://openalex.org/W2954691982","https://openalex.org/W2962756421","https://openalex.org/W2969471275","https://openalex.org/W3006634967","https://openalex.org/W3008344058","https://openalex.org/W3022161521","https://openalex.org/W3035328911","https://openalex.org/W3044264537","https://openalex.org/W3045255111","https://openalex.org/W3100203369","https://openalex.org/W3114137134","https://openalex.org/W3119694480","https://openalex.org/W3120689699","https://openalex.org/W3126704321","https://openalex.org/W3148981562","https://openalex.org/W3166547620","https://openalex.org/W3179422512","https://openalex.org/W3181419498","https://openalex.org/W3183553932","https://openalex.org/W3189403855","https://openalex.org/W3190794503","https://openalex.org/W3196835936","https://openalex.org/W3199957060","https://openalex.org/W3211302945","https://openalex.org/W3212718277","https://openalex.org/W4221034235","https://openalex.org/W4235169531","https://openalex.org/W4282928095","https://openalex.org/W4288391523","https://openalex.org/W4321608130","https://openalex.org/W6680012447","https://openalex.org/W6767820044","https://openalex.org/W6801339359"],"related_works":["https://openalex.org/W2013605702","https://openalex.org/W4318406352","https://openalex.org/W2067523195","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2770593030","https://openalex.org/W2767789110","https://openalex.org/W2733338830","https://openalex.org/W4390215253","https://openalex.org/W2895632699"],"abstract_inverted_index":{"Multi-layer":[0],"networks":[1,101],"treat":[2],"various":[3,145],"types":[4],"of":[5,20,23,29,33,55,95,117,136,142,184],"interactions":[6],"at":[7],"each":[8],"level":[9],"to":[10,52],"model":[11,190],"complex":[12],"systems":[13],"in":[14,42,58,98,194],"nature":[15],"and":[16,18,46,78,111,134,152,165],"society,":[17],"clustering":[19],"them":[21],"is":[22,102],"great":[24],"significance":[25],"for":[26,92,123,191],"revealing":[27],"mechanisms":[28],"systems.":[30],"Vast":[31],"majority":[32],"current":[34],"algorithms":[35],"focus":[36],"on":[37],"identifying":[38],"the":[39,53,93,124,140,148,182,185],"common":[40],"communities":[41,57,97],"clear":[43],"multi-layer":[44,100,196],"networks,":[45,118],"few":[47],"attempt":[48],"has":[49],"been":[50],"devoted":[51],"detection":[54,94,193],"layer-specific":[56,96],"noised":[59,99,195],"ones.":[60],"To":[61,114,131],"address":[62],"these":[63,159],"issues,":[64],"a":[65],"joint":[66],"learning":[67],"algorithm":[68],"with":[69,147,161],"<underline":[70,74,79,83],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[71,75,80,84,89],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">G</u>":[72],"raph":[73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">D</u>":[76],"enoising":[77],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">S</u>":[81],"tructure":[82],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">L</u>":[85],"earning":[86],"(called":[87],"<italic":[88],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">GDSL</i>":[90],")":[91],"proposed,":[103],"which":[104],"simultaneously":[105],"integrates":[106],"graph":[107],"denoising,":[108],"structure":[109,153],"learning,":[110],"module":[112],"detection.":[113],"remove":[115],"noise":[116],"GDSL":[119,138,156,173],"re-constructs":[120],"affinity":[121],"graphs":[122],"original":[125],"ones":[126],"by":[127],"preserving":[128],"community":[129,192],"structure.":[130],"enhance":[132],"robustness":[133,183],"discriminative":[135],"features,":[137],"explores":[139],"relations":[141],"features":[143],"among":[144],"layers":[146],"Hilbert-Schmidt":[149],"Independence":[150],"Criterion":[151],"learning.":[154],"Finally,":[155],"joins":[157],"all":[158],"procedures":[160],"an":[162,188],"objective":[163],"function,":[164],"deduces":[166],"optimization":[167],"rules.":[168],"The":[169],"results":[170],"show":[171],"that":[172],"not":[174],"only":[175],"significantly":[176],"outperforms":[177],"baselines":[178],"but":[179],"also":[180],"enhances":[181],"algorithm,":[186],"providing":[187],"effective":[189],"networks.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
