{"id":"https://openalex.org/W1980373236","doi":"https://doi.org/10.1007/s11063-012-9230-4","title":"Bayesian Robust PCA of Incomplete Data","display_name":"Bayesian Robust PCA of Incomplete Data","publication_year":2012,"publication_date":"2012-06-05","ids":{"openalex":"https://openalex.org/W1980373236","doi":"https://doi.org/10.1007/s11063-012-9230-4","mag":"1980373236"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-012-9230-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-012-9230-4","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060997455","display_name":"Jaakko Luttinen","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jaakko Luttinen","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103933556","display_name":"Alexander Ilin","orcid":"https://orcid.org/0000-0001-6419-3006"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alexander Ilin","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085358291","display_name":"Juha Karhunen","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juha Karhunen","raw_affiliation_strings":["Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, P.O. Box 15400, 00076, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Information and Computer Science, Aalto University School of Science, Aalto, Finland 00076#TAB#","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060997455"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.233,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.90287998,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"36","issue":"2","first_page":"189","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9966999888420105,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6895843148231506},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6114721298217773},{"id":"https://openalex.org/keywords/students-t-distribution","display_name":"Student's t-distribution","score":0.6046068668365479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.54703688621521},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5387346148490906},{"id":"https://openalex.org/keywords/laplace-distribution","display_name":"Laplace distribution","score":0.534890353679657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5228288769721985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5060855746269226},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49668413400650024},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.4854889214038849},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4832759499549866},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4538199007511139},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4344254732131958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4221421480178833},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3597605526447296},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2904794216156006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2532689571380615},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.08358317613601685}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6895843148231506},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6114721298217773},{"id":"https://openalex.org/C49232408","wikidata":"https://www.wikidata.org/wiki/Q576072","display_name":"Student's t-distribution","level":4,"score":0.6046068668365479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.54703688621521},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5387346148490906},{"id":"https://openalex.org/C183057437","wikidata":"https://www.wikidata.org/wiki/Q671617","display_name":"Laplace distribution","level":3,"score":0.534890353679657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5228288769721985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5060855746269226},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49668413400650024},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.4854889214038849},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4832759499549866},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4538199007511139},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4344254732131958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4221421480178833},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3597605526447296},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2904794216156006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2532689571380615},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.08358317613601685},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C23922673","wikidata":"https://www.wikidata.org/wiki/Q180752","display_name":"Autoregressive conditional heteroskedasticity","level":3,"score":0.0},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.0},{"id":"https://openalex.org/C55350006","wikidata":"https://www.wikidata.org/wiki/Q237193","display_name":"Exponential distribution","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-012-9230-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-012-9230-4","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1489793438","https://openalex.org/W1506806321","https://openalex.org/W1514159701","https://openalex.org/W1548802052","https://openalex.org/W1663973292","https://openalex.org/W1827620240","https://openalex.org/W1920010643","https://openalex.org/W1981276685","https://openalex.org/W2036465599","https://openalex.org/W2044822299","https://openalex.org/W2085282079","https://openalex.org/W2091571775","https://openalex.org/W2096812863","https://openalex.org/W2103633133","https://openalex.org/W2115979064","https://openalex.org/W2118128687","https://openalex.org/W2125027820","https://openalex.org/W2131628350","https://openalex.org/W2138252594","https://openalex.org/W2141159272","https://openalex.org/W2145962650","https://openalex.org/W2146610201","https://openalex.org/W2151673022","https://openalex.org/W2557168633","https://openalex.org/W3099514962","https://openalex.org/W4205778870","https://openalex.org/W4212863985","https://openalex.org/W4292023222"],"related_works":["https://openalex.org/W4226047714","https://openalex.org/W2358572162","https://openalex.org/W1985570813","https://openalex.org/W2015408690","https://openalex.org/W1999680748","https://openalex.org/W2604978294","https://openalex.org/W2083453346","https://openalex.org/W2903701065","https://openalex.org/W2379517843","https://openalex.org/W3120585039"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
