{"id":"https://openalex.org/W4387426632","doi":"https://doi.org/10.1007/s10915-023-02364-6","title":"Low-Rank Tensor Data Reconstruction and Denoising via ADMM: Algorithm and Convergence Analysis","display_name":"Low-Rank Tensor Data Reconstruction and Denoising via ADMM: Algorithm and Convergence Analysis","publication_year":2023,"publication_date":"2023-10-07","ids":{"openalex":"https://openalex.org/W4387426632","doi":"https://doi.org/10.1007/s10915-023-02364-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10915-023-02364-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10915-023-02364-6","pdf_url":null,"source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"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 Scientific 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/A5026727158","display_name":"Jonathan Popa","orcid":"https://orcid.org/0000-0003-4503-8865"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Popa","raw_affiliation_strings":["Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062067602","display_name":"Yifei Lou","orcid":"https://orcid.org/0000-0003-1973-5704"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yifei Lou","raw_affiliation_strings":["Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA"],"raw_orcid":"https://orcid.org/0000-0003-1973-5704","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081942287","display_name":"Susan E. Minkoff","orcid":"https://orcid.org/0000-0003-0765-4755"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan E. Minkoff","raw_affiliation_strings":["Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA"],"raw_orcid":"https://orcid.org/0000-0003-0765-4755","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, The University of Texas at Dallas, 800 W. Campbell Rd, Richardson, TX, 75080, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026727158"],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.0606,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88361045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"97","issue":"2","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":0.9997000098228455,"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":0.9997000098228455,"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":0.9991999864578247,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.8216475248336792},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7123866081237793},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.611272931098938},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5995714664459229},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5561013221740723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5103301405906677},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4585779011249542},{"id":"https://openalex.org/keywords/noisy-data","display_name":"Noisy data","score":0.43655189871788025},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3657929301261902},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.18263059854507446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1673925817012787},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.14911863207817078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.13321590423583984}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.8216475248336792},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7123866081237793},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.611272931098938},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5995714664459229},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5561013221740723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5103301405906677},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4585779011249542},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.43655189871788025},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3657929301261902},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.18263059854507446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1673925817012787},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.14911863207817078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.13321590423583984},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10915-023-02364-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10915-023-02364-6","pdf_url":null,"source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"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 Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G7332006949","display_name":null,"funder_award_id":"1846690","funder_id":"https://openalex.org/F4320336454","funder_display_name":"Division of Physics"}],"funders":[{"id":"https://openalex.org/F4320336454","display_name":"Division of Physics","ror":"https://ror.org/04ap5x931"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1488435683","https://openalex.org/W1822012234","https://openalex.org/W1922005389","https://openalex.org/W1979958697","https://openalex.org/W1985074227","https://openalex.org/W2000015923","https://openalex.org/W2024165284","https://openalex.org/W2043571470","https://openalex.org/W2058532290","https://openalex.org/W2080843093","https://openalex.org/W2103972604","https://openalex.org/W2105519919","https://openalex.org/W2106295515","https://openalex.org/W2133629708","https://openalex.org/W2141953966","https://openalex.org/W2166361350","https://openalex.org/W2463531433","https://openalex.org/W2476672771","https://openalex.org/W2611328865","https://openalex.org/W2762772695","https://openalex.org/W2908106363","https://openalex.org/W2954868192","https://openalex.org/W2962853966","https://openalex.org/W2963328634","https://openalex.org/W2963885538","https://openalex.org/W2963928805","https://openalex.org/W2964146769","https://openalex.org/W3016388692","https://openalex.org/W3086484135","https://openalex.org/W3111290000","https://openalex.org/W3123648408","https://openalex.org/W3128326574","https://openalex.org/W3159203577","https://openalex.org/W3168936099","https://openalex.org/W3199148429","https://openalex.org/W4210836678","https://openalex.org/W4282032819","https://openalex.org/W4292363360","https://openalex.org/W6601671484","https://openalex.org/W6603281229","https://openalex.org/W6632807815"],"related_works":["https://openalex.org/W2950186459","https://openalex.org/W2170114491","https://openalex.org/W2897298721","https://openalex.org/W2242624680","https://openalex.org/W2136127937","https://openalex.org/W4290987221","https://openalex.org/W2216309014","https://openalex.org/W2569661359","https://openalex.org/W3199841771","https://openalex.org/W4286971555"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}