{"id":"https://openalex.org/W2016131521","doi":"https://doi.org/10.1109/icassp.2013.6638860","title":"Fast missing-data IAA by low rank completion","display_name":"Fast missing-data IAA by low rank completion","publication_year":2013,"publication_date":"2013-05-01","ids":{"openalex":"https://openalex.org/W2016131521","doi":"https://doi.org/10.1109/icassp.2013.6638860","mag":"2016131521"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2013.6638860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2013.6638860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-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/A5065730184","display_name":"Johan Karlsson","orcid":"https://orcid.org/0009-0007-3575-6747"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Johan Karlsson","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, USA","Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081254866","display_name":"William Rowe","orcid":"https://orcid.org/0000-0002-4983-2495"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Rowe","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, USA","Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000935553","display_name":"Luzhou Xu","orcid":"https://orcid.org/0000-0003-1934-149X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luzhou Xu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, USA","Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020245229","display_name":"George-Othon Glentis","orcid":"https://orcid.org/0009-0007-3125-1522"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Glentis","raw_affiliation_strings":["Department of Science and Technology of Telecommunications, University of Peloponnese, Greece","Dept. of Sci. & Technol. of Telecommun., Univ. of Peloponnese, Tripolis, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Science and Technology of Telecommunications, University of Peloponnese, Greece","institution_ids":["https://openalex.org/I158716096"]},{"raw_affiliation_string":"Dept. of Sci. & Technol. of Telecommun., Univ. of Peloponnese, Tripolis, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100402458","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-0030-1423"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, USA","Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065730184"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":1.596,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83143962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":null,"first_page":"6215","last_page":"6219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9986000061035156,"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/toeplitz-matrix","display_name":"Toeplitz matrix","score":0.9603896141052246},{"id":"https://openalex.org/keywords/vandermonde-matrix","display_name":"Vandermonde matrix","score":0.9497846364974976},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.8073673844337463},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.6705846786499023},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6644182801246643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6108996868133545},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5454604625701904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34249937534332275},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3219500780105591},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11195409297943115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1096683144569397}],"concepts":[{"id":"https://openalex.org/C147710293","wikidata":"https://www.wikidata.org/wiki/Q849428","display_name":"Toeplitz matrix","level":2,"score":0.9603896141052246},{"id":"https://openalex.org/C55294529","wikidata":"https://www.wikidata.org/wiki/Q579544","display_name":"Vandermonde matrix","level":3,"score":0.9497846364974976},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.8073673844337463},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6705846786499023},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6644182801246643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6108996868133545},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5454604625701904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34249937534332275},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3219500780105591},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11195409297943115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1096683144569397},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2013.6638860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2013.6638860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W210359992","https://openalex.org/W1593564950","https://openalex.org/W1860718507","https://openalex.org/W1967326948","https://openalex.org/W1970901051","https://openalex.org/W1999635939","https://openalex.org/W2012439640","https://openalex.org/W2022798690","https://openalex.org/W2047954521","https://openalex.org/W2066218102","https://openalex.org/W2099844053","https://openalex.org/W2101928763","https://openalex.org/W2112258609","https://openalex.org/W2112855412","https://openalex.org/W2115891560","https://openalex.org/W2116613037","https://openalex.org/W2132105090","https://openalex.org/W2134397831","https://openalex.org/W2164541537","https://openalex.org/W2166732227","https://openalex.org/W4206196235","https://openalex.org/W6638963967","https://openalex.org/W6806823677"],"related_works":["https://openalex.org/W2394313973","https://openalex.org/W1258664604","https://openalex.org/W4285223790","https://openalex.org/W2952052090","https://openalex.org/W4293585078","https://openalex.org/W2389636997","https://openalex.org/W2349018871","https://openalex.org/W2080915594","https://openalex.org/W2037847497","https://openalex.org/W2016131521"],"abstract_inverted_index":{"The":[0],"adaptive":[1],"spectral":[2],"estimation":[3],"method":[4],"IAA":[5,21],"provides":[6],"better":[7],"performance":[8],"than":[9],"the":[10,13,24,39,49,54,64],"periodogram":[11],"at":[12],"cost":[14],"of":[15,41],"higher":[16],"computational":[17,25,50],"complexity.":[18],"Current":[19],"fast":[20],"algorithms":[22],"reduce":[23,48],"complexity":[26,51],"using":[27,57],"Toeplitz/Vandermonde":[28,68],"structures,":[29],"but":[30],"are":[31],"not":[32],"efficient":[33],"for":[34],"missing":[35,42],"data":[36],"cases":[37],"when":[38],"number":[40],"samples":[43],"is":[44],"small.":[45],"We":[46],"considerably":[47],"compared":[52],"to":[53,62,66],"state-of-the-art":[55],"by":[56],"a":[58,67],"low":[59],"rank":[60],"completion":[61],"transform":[63],"problem":[65],"structured":[69],"problem.":[70]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
