{"id":"https://openalex.org/W2100097599","doi":"https://doi.org/10.1109/icassp.1983.1172160","title":"Time series modeling via general linear estimation theory","display_name":"Time series modeling via general linear estimation theory","publication_year":2005,"publication_date":"2005-03-24","ids":{"openalex":"https://openalex.org/W2100097599","doi":"https://doi.org/10.1109/icassp.1983.1172160","mag":"2100097599"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.1983.1172160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.1983.1172160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP '83. 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/A5023611913","display_name":"J.A. Cadzow","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J. Cadzow","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078181448","display_name":"T. Bronez","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Bronez","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023611913"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.3179,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57676541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"272","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9980999827384949,"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":0.9980999827384949,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9977999925613403,"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/T10860","display_name":"Speech and Audio Processing","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.794917643070221},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.781009316444397},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.7440205812454224},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6653664112091064},{"id":"https://openalex.org/keywords/white-noise","display_name":"White noise","score":0.5836377143859863},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5317574739456177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5114887952804565},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4478345215320587},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.43931859731674194},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.439289927482605},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.4354206323623657},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42246997356414795},{"id":"https://openalex.org/keywords/singular-spectrum-analysis","display_name":"Singular spectrum analysis","score":0.4142047166824341},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38755473494529724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13719400763511658},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12664026021957397},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07008388638496399}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.794917643070221},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.781009316444397},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.7440205812454224},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6653664112091064},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.5836377143859863},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5317574739456177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5114887952804565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4478345215320587},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.43931859731674194},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.439289927482605},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.4354206323623657},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42246997356414795},{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.4142047166824341},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38755473494529724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13719400763511658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12664026021957397},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07008388638496399},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.1983.1172160","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.1983.1172160","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP '83. 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":3,"referenced_works":["https://openalex.org/W2038398795","https://openalex.org/W2053372316","https://openalex.org/W2089957712"],"related_works":["https://openalex.org/W2038393145","https://openalex.org/W1997246199","https://openalex.org/W2117054131","https://openalex.org/W2085555817","https://openalex.org/W2005557375","https://openalex.org/W2138650361","https://openalex.org/W2558326023","https://openalex.org/W239869582","https://openalex.org/W3007603149","https://openalex.org/W1971792999"],"abstract_inverted_index":{"A":[0],"procedure":[1,70],"for":[2,88],"time":[3,67],"series":[4,68],"modeling":[5,69],"is":[6,25,36,78,85],"presented":[7],"which":[8],"combines":[9],"a":[10,16,61,66],"general":[11],"linear":[12,23,54],"estimation":[13],"approach":[14,84],"with":[15,56,71],"smoothing":[17,58],"singular":[18,62],"value":[19,63],"decomposition":[20,64],"operation.":[21],"The":[22,80],"estimator":[24,55],"allowed":[26],"to":[27,38],"possess":[28],"both":[29],"causal":[30,45],"and":[31],"anticausal":[32,47],"terms.":[33],"This":[34],"structure":[35],"found":[37],"yield":[39],"better":[40],"performance":[41],"capabilities":[42,73],"than":[43],"strictly":[44],"or":[46],"structures.":[48],"Upon":[49],"using":[50],"this":[51,83],"less":[52],"restrictive":[53],"the":[57,89],"properties":[59],"of":[60,82,92],"operation,":[65],"superresolution":[72],"in":[74,99],"low":[75],"signal-to-noise":[76],"environments":[77],"evolved.":[79],"optimality":[81],"analytically":[86],"established":[87],"important":[90],"case":[91],"two":[93],"closely":[94],"spaced":[95],"(in":[96],"frequency)":[97],"sinusoids":[98],"white":[100],"noise.":[101]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
