{"id":"https://openalex.org/W3160614369","doi":"https://doi.org/10.1155/2021/5515446","title":"An Efficient Tensor Completion Method Combining Matrix Factorization and Smoothness","display_name":"An Efficient Tensor Completion Method Combining Matrix Factorization and Smoothness","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3160614369","doi":"https://doi.org/10.1155/2021/5515446","mag":"3160614369"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5515446","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5515446","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5515446.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/wcmc/2021/5515446.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040176361","display_name":"Leiming Tang","orcid":"https://orcid.org/0000-0001-5607-2976"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leiming Tang","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China","Nanjing University of Aeronautics and Astronautics, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088574467","display_name":"Xunjie Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xunjie Cao","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China","Nanjing University of Aeronautics and Astronautics, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101493437","display_name":"Weiyang Chen","orcid":"https://orcid.org/0000-0003-3840-8434"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiyang Chen","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China","Nanjing University of Aeronautics and Astronautics, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088426842","display_name":"Changbo Ye","orcid":"https://orcid.org/0000-0002-3595-7916"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changbo Ye","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, China","Nanjing University of Aeronautics and Astronautics, Nanjing"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101493437"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.1366,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33173653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8117222785949707},{"id":"https://openalex.org/keywords/smoothness","display_name":"Smoothness","score":0.6506732106208801},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6278825998306274},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.4732542634010315},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.44286027550697327},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4379061460494995},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3480759859085083},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18479079008102417},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.09378290176391602},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0665009617805481},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.0627162754535675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8117222785949707},{"id":"https://openalex.org/C102634674","wikidata":"https://www.wikidata.org/wiki/Q868473","display_name":"Smoothness","level":2,"score":0.6506732106208801},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6278825998306274},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.4732542634010315},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.44286027550697327},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4379061460494995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3480759859085083},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18479079008102417},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.09378290176391602},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0665009617805481},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0627162754535675},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5515446","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5515446","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5515446.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:535562a9ab00491a8e3dbce035fa4e9d","is_oa":true,"landing_page_url":"https://doaj.org/article/535562a9ab00491a8e3dbce035fa4e9d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wireless Communications and Mobile Computing, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5515446","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5515446","pdf_url":"https://downloads.hindawi.com/journals/wcmc/2021/5515446.pdf","source":{"id":"https://openalex.org/S235346","display_name":"Wireless Communications and Mobile Computing","issn_l":"1530-8669","issn":["1530-8669","1530-8677"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Communications and Mobile Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1203294292","display_name":null,"funder_award_id":"61971218","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1945938232","display_name":null,"funder_award_id":"61971217","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G381434843","display_name":null,"funder_award_id":"61631020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4601484255","display_name":null,"funder_award_id":"61631020","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5594358474","display_name":null,"funder_award_id":"multiple","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6568936242","display_name":null,"funder_award_id":"61971217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7695539216","display_name":"Continued development and application of 40Ar/39Ar dating for archaeometric research","funder_award_id":"2020044","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8787193872","display_name":null,"funder_award_id":"61971218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3160614369.pdf","grobid_xml":"https://content.openalex.org/works/W3160614369.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1568416770","https://openalex.org/W1963826206","https://openalex.org/W1986938753","https://openalex.org/W1999788007","https://openalex.org/W2024165284","https://openalex.org/W2039596145","https://openalex.org/W2060204507","https://openalex.org/W2068548513","https://openalex.org/W2078677240","https://openalex.org/W2091449379","https://openalex.org/W2103559027","https://openalex.org/W2111885075","https://openalex.org/W2152273324","https://openalex.org/W2469230926","https://openalex.org/W2535617683","https://openalex.org/W2605190428","https://openalex.org/W2632423299","https://openalex.org/W2796155151","https://openalex.org/W2883749581","https://openalex.org/W2905232803","https://openalex.org/W2962687417","https://openalex.org/W2962810704","https://openalex.org/W2964179170","https://openalex.org/W3120978713","https://openalex.org/W3122595464","https://openalex.org/W3146703290","https://openalex.org/W3156553470"],"related_works":["https://openalex.org/W2393022482","https://openalex.org/W2377346130","https://openalex.org/W2361092061","https://openalex.org/W2319775965","https://openalex.org/W2357314690","https://openalex.org/W2191886813","https://openalex.org/W1986317414","https://openalex.org/W2163394011","https://openalex.org/W1973739845","https://openalex.org/W119752240"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,13,21,32,36,43,48,59,64,85,110,114],"low\u2010complexity":[4],"tensor":[5,16,40,89,96],"completion":[6,60],"(LTC)":[7],"scheme":[8,117],"is":[9,25,80],"proposed":[10,65,82,115],"to":[11,57,83,99,108],"improve":[12],"efficiency":[14,120],"of":[15,38,75,113],"completion.":[17,41,90],"On":[18,42],"one":[19],"hand,":[20,45],"matrix":[22,33,67],"factorization":[23,34,68],"model":[24,37],"established":[26],"for":[27],"complexity":[28],"reduction,":[29],"which":[30],"adopts":[31],"into":[35],"low\u2010rank":[39],"other":[44],"we":[46,92],"introduce":[47],"smoothness":[49],"by":[50],"total":[51],"variation":[52],"regularization":[53,56],"and":[54,87,121],"framelet":[55],"guarantee":[58],"performance.":[61],"Accordingly,":[62],"given":[63],"smooth":[66],"(SMF)":[69],"model,":[70],"an":[71],"alternating":[72],"direction":[73],"method":[74],"multiple\u2010":[76],"(ADMM\u2010)":[77],"based":[78],"solution":[79],"further":[81],"realize":[84],"efficient":[86],"effective":[88],"Additionally,":[91],"employ":[93],"a":[94],"novel":[95],"initialization":[97],"approach":[98],"accelerate":[100],"convergence":[101],"speed.":[102],"Finally,":[103],"simulation":[104],"results":[105],"are":[106],"presented":[107],"confirm":[109],"system":[111],"gain":[112],"LTC":[116],"in":[118],"both":[119],"effectiveness.":[122]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
