{"id":"https://openalex.org/W4392903367","doi":"https://doi.org/10.1109/icassp48485.2024.10447387","title":"Joint INDSCAL Decomposition Meets Blind Source Separation","display_name":"Joint INDSCAL Decomposition Meets Blind Source Separation","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392903367","doi":"https://doi.org/10.1109/icassp48485.2024.10447387"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5062663394","display_name":"Le Trung Thanh","orcid":"https://orcid.org/0000-0002-0036-5160"},"institutions":[{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Trung Le","raw_affiliation_strings":["VNU University of Engineering and Technology,AVITECH Institute,Hanoi,Vietnam","IRAuS/Signal (France)","VNU-UET - VNU University of Engineering and Technology (E3 Building, 144 Xuan Thuy Street, Cau Giay District, Ha Noi, Vietnam - Vietnam)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology,AVITECH Institute,Hanoi,Vietnam","institution_ids":["https://openalex.org/I67868205"]},{"raw_affiliation_string":"IRAuS/Signal (France)","institution_ids":[]},{"raw_affiliation_string":"VNU-UET - VNU University of Engineering and Technology (E3 Building, 144 Xuan Thuy Street, Cau Giay District, Ha Noi, Vietnam - Vietnam)","institution_ids":["https://openalex.org/I67868205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048280041","display_name":"Karim Abed\u2010Meraim","orcid":"https://orcid.org/0000-0003-2652-1923"},"institutions":[{"id":"https://openalex.org/I4210096782","display_name":"Laboratoire Pluridisciplinaire de Recherche en Ing\u00e9nierie des Syst\u00e8mes, M\u00e9canique et Energ\u00e9tique","ror":"https://ror.org/00sbth994","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12449238","https://openalex.org/I4210096782","https://openalex.org/I4210143826"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karim Abed-Meraim","raw_affiliation_strings":["University of Orléans,PRISME Laboratory,Orléans,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Orléans,PRISME Laboratory,Orléans,France","institution_ids":["https://openalex.org/I4210096782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086629476","display_name":"Philippe Ravier","orcid":"https://orcid.org/0000-0002-0925-6905"},"institutions":[{"id":"https://openalex.org/I4210096782","display_name":"Laboratoire Pluridisciplinaire de Recherche en Ing\u00e9nierie des Syst\u00e8mes, M\u00e9canique et Energ\u00e9tique","ror":"https://ror.org/00sbth994","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12449238","https://openalex.org/I4210096782","https://openalex.org/I4210143826"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Ravier","raw_affiliation_strings":["University of Orléans,PRISME Laboratory,Orléans,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Orléans,PRISME Laboratory,Orléans,France","institution_ids":["https://openalex.org/I4210096782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022668654","display_name":"Olivier Buttelli","orcid":"https://orcid.org/0000-0001-7290-6344"},"institutions":[{"id":"https://openalex.org/I4210096782","display_name":"Laboratoire Pluridisciplinaire de Recherche en Ing\u00e9nierie des Syst\u00e8mes, M\u00e9canique et Energ\u00e9tique","ror":"https://ror.org/00sbth994","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12449238","https://openalex.org/I4210096782","https://openalex.org/I4210143826"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Buttelli","raw_affiliation_strings":["University of Orléans,PRISME Laboratory,Orléans,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Orléans,PRISME Laboratory,Orléans,France","institution_ids":["https://openalex.org/I4210096782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103171055","display_name":"Ale\u0161 Holobar","orcid":"https://orcid.org/0000-0001-7194-2669"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ales Holobar","raw_affiliation_strings":["University of Maribor,Institute of Computer Science,Maribor,Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maribor,Institute of Computer Science,Maribor,Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4171,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47515845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5570","last_page":"5574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12303","display_name":"Tensor decomposition and applications","score":0.992900013923645,"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/T10860","display_name":"Speech and Audio Processing","score":0.9887999892234802,"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/blind-signal-separation","display_name":"Blind signal separation","score":0.7154418230056763},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6113321185112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6040344834327698},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5896733999252319},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.5524656772613525},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5101218819618225},{"id":"https://openalex.org/keywords/decomposition-method","display_name":"Decomposition method (queueing theory)","score":0.4425066411495209},{"id":"https://openalex.org/keywords/multidimensional-scaling","display_name":"Multidimensional scaling","score":0.42676669359207153},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.41937437653541565},{"id":"https://openalex.org/keywords/tucker-decomposition","display_name":"Tucker decomposition","score":0.4147171378135681},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.3966377079486847},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32078808546066284},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27858978509902954},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.25045937299728394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1690678894519806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13768863677978516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1168699562549591},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1028236448764801}],"concepts":[{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.7154418230056763},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6113321185112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040344834327698},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5896733999252319},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.5524656772613525},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5101218819618225},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.4425066411495209},{"id":"https://openalex.org/C91682802","wikidata":"https://www.wikidata.org/wiki/Q620538","display_name":"Multidimensional scaling","level":2,"score":0.42676669359207153},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.41937437653541565},{"id":"https://openalex.org/C42704193","wikidata":"https://www.wikidata.org/wiki/Q7851097","display_name":"Tucker decomposition","level":4,"score":0.4147171378135681},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.3966377079486847},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32078808546066284},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27858978509902954},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.25045937299728394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1690678894519806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13768863677978516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1168699562549591},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1028236448764801},{"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/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04661368v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04661368","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, France. pp.5570-5574, ⟨10.1109/ICASSP48485.2024.10447387⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W146617794","https://openalex.org/W165197643","https://openalex.org/W1755563775","https://openalex.org/W1984015682","https://openalex.org/W2000215628","https://openalex.org/W2013115634","https://openalex.org/W2017948584","https://openalex.org/W2024165284","https://openalex.org/W2024166170","https://openalex.org/W2057385319","https://openalex.org/W2074554177","https://openalex.org/W2108993730","https://openalex.org/W2119647652","https://openalex.org/W2124757684","https://openalex.org/W2139457438","https://openalex.org/W2142638745","https://openalex.org/W2145781767","https://openalex.org/W2147544992","https://openalex.org/W2157954734","https://openalex.org/W2158670239","https://openalex.org/W2163246442","https://openalex.org/W2195165862","https://openalex.org/W2211756931","https://openalex.org/W2531542831","https://openalex.org/W2571024267","https://openalex.org/W3150091332","https://openalex.org/W4282595528","https://openalex.org/W4292363360","https://openalex.org/W4300989551"],"related_works":["https://openalex.org/W1509813908","https://openalex.org/W2031820693","https://openalex.org/W3024816962","https://openalex.org/W973023320","https://openalex.org/W1910172735","https://openalex.org/W2118307209","https://openalex.org/W2107364365","https://openalex.org/W2539388437","https://openalex.org/W2107688514","https://openalex.org/W2137288760"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"TenSOFO,":[3],"a":[4,17,45],"novel":[5],"tensor-based":[6],"method":[7,22],"specifically":[8],"designed":[9],"for":[10,27,65],"blind":[11],"source":[12],"separation":[13],"(BSS).":[14],"Ten-SOFO":[15],"presents":[16],"new":[18],"efficient":[19],"alternating":[20],"direction":[21],"of":[23,30,69],"multipliers":[24],"framework,":[25],"allowing":[26],"simultaneous":[28],"decomposition":[29,51,77],"two":[31],"symmetric":[32],"third-order":[33],"tensors":[34],"under":[35],"the":[36],"individual":[37],"differences":[38],"in":[39,73],"scaling":[40],"(INDSCAL)":[41],"format.":[42],"By":[43],"establishing":[44],"fundamental":[46],"link":[47],"between":[48],"joint":[49,75],"INDSCAL":[50,76],"and":[52,56,78,85],"BSS":[53,79],"using":[54],"second":[55],"fourth":[57],"order":[58],"statistics,":[59],"TenSOFO":[60,70],"proves":[61],"to":[62],"be":[63],"effective":[64],"BSS.":[66],"The":[67],"performance":[68],"is":[71],"evaluated":[72],"both":[74],"tasks,":[80],"showcasing":[81],"its":[82],"remarkable":[83],"accuracy":[84],"potential":[86],"applications.":[87]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}