{"id":"https://openalex.org/W2722916767","doi":"https://doi.org/10.1109/icassp.2017.7952271","title":"Decentralized independent vector analysis","display_name":"Decentralized independent vector analysis","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2722916767","doi":"https://doi.org/10.1109/icassp.2017.7952271","mag":"2722916767"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2017.7952271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5067580126","display_name":"Nikolas P. Wojtalewicz","orcid":null},"institutions":[{"id":"https://openalex.org/I4056153","display_name":"New College of Florida","ror":"https://ror.org/01cbya385","country_code":"US","type":"education","lineage":["https://openalex.org/I4056153"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nikolas P. Wojtalewicz","raw_affiliation_strings":["New College of Florida"],"affiliations":[{"raw_affiliation_string":"New College of Florida","institution_ids":["https://openalex.org/I4056153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024260846","display_name":"Rogers F. Silva","orcid":"https://orcid.org/0000-0002-7271-1288"},"institutions":[{"id":"https://openalex.org/I1334567473","display_name":"Mind Research Network","ror":"https://ror.org/032cjfs80","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1334567473"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rogers F. Silva","raw_affiliation_strings":["Mind Research Network"],"affiliations":[{"raw_affiliation_string":"Mind Research Network","institution_ids":["https://openalex.org/I1334567473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I1334567473","display_name":"Mind Research Network","ror":"https://ror.org/032cjfs80","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1334567473"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["Mind Research Network"],"affiliations":[{"raw_affiliation_string":"Mind Research Network","institution_ids":["https://openalex.org/I1334567473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087162046","display_name":"Anand D. Sarwate","orcid":"https://orcid.org/0000-0001-6123-5282"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anand D. Sarwate","raw_affiliation_strings":["Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082230429","display_name":"Sergey Plis","orcid":"https://orcid.org/0000-0003-0040-0365"},"institutions":[{"id":"https://openalex.org/I1334567473","display_name":"Mind Research Network","ror":"https://ror.org/032cjfs80","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1334567473"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sergey M. Plis","raw_affiliation_strings":["Mind Research Network"],"affiliations":[{"raw_affiliation_string":"Mind Research Network","institution_ids":["https://openalex.org/I1334567473"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067580126"],"corresponding_institution_ids":["https://openalex.org/I4056153"],"apc_list":null,"apc_paid":null,"fwci":1.6643,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85165252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"826","last_page":"830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":1.0,"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":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9768999814987183,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9739999771118164,"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/computer-science","display_name":"Computer science","score":0.806411862373352},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6476356387138367},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.6331606507301331},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5737360119819641},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5541276335716248},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5254555940628052},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5110057592391968},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4899548590183258},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.4676021635532379},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45085352659225464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41606268286705017},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.41045230627059937},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37977951765060425},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.305065393447876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806411862373352},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6476356387138367},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.6331606507301331},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5737360119819641},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5541276335716248},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5254555940628052},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5110057592391968},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4899548590183258},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.4676021635532379},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45085352659225464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41606268286705017},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.41045230627059937},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37977951765060425},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.305065393447876},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2017.7952271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2017.7952271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1489793438","https://openalex.org/W1592057812","https://openalex.org/W1658041910","https://openalex.org/W1845880232","https://openalex.org/W1972322883","https://openalex.org/W1979575715","https://openalex.org/W1985327120","https://openalex.org/W1996065820","https://openalex.org/W1999996900","https://openalex.org/W2007894316","https://openalex.org/W2016444985","https://openalex.org/W2023095826","https://openalex.org/W2027017271","https://openalex.org/W2049802181","https://openalex.org/W2069706582","https://openalex.org/W2093813380","https://openalex.org/W2113506774","https://openalex.org/W2115562224","https://openalex.org/W2115971978","https://openalex.org/W2119720840","https://openalex.org/W2124433161","https://openalex.org/W2171706317","https://openalex.org/W2254883979","https://openalex.org/W2294798173","https://openalex.org/W2328816635","https://openalex.org/W2477988750","https://openalex.org/W2495782740","https://openalex.org/W2963295670","https://openalex.org/W4211083646","https://openalex.org/W4247480362","https://openalex.org/W6635436396","https://openalex.org/W6637178541","https://openalex.org/W6638690007","https://openalex.org/W6691696554"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W2767445978","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W17155033","https://openalex.org/W4206057490","https://openalex.org/W962287279","https://openalex.org/W3112734853","https://openalex.org/W2012785328"],"abstract_inverted_index":{"Independent":[0],"vector":[1],"analysis":[2,139],"(IVA)":[3],"is":[4,41,63],"an":[5,64],"approach":[6,144],"for":[7,21,67,95],"joint":[8],"blind":[9],"source":[10],"separation":[11],"of":[12,37,82,101,124,140,149],"several":[13],"data":[14,30],"sets":[15,31],"that":[16,97],"learns":[17],"simultaneous":[18],"unmixing":[19],"transforms":[20],"each":[22],"set.":[23],"It":[24],"assumes":[25],"corresponding":[26],"sources":[27],"from":[28],"different":[29],"to":[32,44],"be":[33,79],"statistically":[34],"dependent.":[35],"One":[36],"the":[38,54,58,99,102,118,122,127,146],"main":[39],"advantages":[40],"IVA's":[42],"ability":[43],"retain":[45],"subject-specific":[46],"differences":[47],"while":[48],"simplifying":[49],"comparison":[50],"across":[51,134],"subjects":[52],"as":[53],"resulting":[55],"components":[56],"have":[57],"same":[59],"order.":[60],"The":[61],"latter":[62],"instrumental":[65],"property":[66],"enabling":[68,138],"collaboration":[69,133],"between":[70],"remote":[71],"sites":[72,113],"without":[73],"sharing":[74],"their":[75],"data,":[76,142],"which":[77],"may":[78],"required":[80],"because":[81],"ethical,":[83],"privacy":[84],"or":[85],"efficiency":[86],"concerns.":[87],"This":[88],"paper":[89],"proposes":[90],"a":[91,130],"new":[92],"decentralized":[93,141],"algorithm":[94,128],"IVA":[96,109,150],"exploits":[98],"structure":[100],"objective":[103],"function.":[104],"A":[105],"centralized":[106],"aggregator":[107],"coordinates":[108],"algorithms":[110],"at":[111],"multiple":[112,135],"using":[114],"message":[115],"passing,":[116],"parallelizing":[117],"computation":[119],"and":[120],"limiting":[121],"amount":[123],"communication.":[125],"Thus,":[126],"enables":[129],"plausibly":[131],"private":[132],"sites.":[136],"Besides":[137],"our":[143],"improves":[145],"running":[147],"time":[148],"when":[151],"used":[152],"locally.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
