{"id":"https://openalex.org/W1538092215","doi":"https://doi.org/10.1007/978-3-319-22482-4_1","title":"Stochastic and Deterministic Tensorization for Blind Signal Separation","display_name":"Stochastic and Deterministic Tensorization for Blind Signal Separation","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1538092215","doi":"https://doi.org/10.1007/978-3-319-22482-4_1","mag":"1538092215"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-22482-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-22482-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/503082","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033633807","display_name":"Otto Debals","orcid":"https://orcid.org/0000-0002-1335-6079"},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Otto Debals","raw_affiliation_strings":["Department of Electrical Engineering (ESAT) \u2013 STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","Group Science, Engineering and Technology, KU Leuven Kulak, E. Sabbelaan 53, 8500, Kortrijk, Belgium","iMinds Medical IT, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT) \u2013 STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Group Science, Engineering and Technology, KU Leuven Kulak, E. Sabbelaan 53, 8500, Kortrijk, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"iMinds Medical IT, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","institution_ids":["https://openalex.org/I39327780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009006026","display_name":"Lieven De Lathauwer","orcid":"https://orcid.org/0000-0001-5562-5014"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]},{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Lieven De Lathauwer","raw_affiliation_strings":["Department of Electrical Engineering (ESAT) \u2013 STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","Group Science, Engineering and Technology, KU Leuven Kulak, E. Sabbelaan 53, 8500, Kortrijk, Belgium","iMinds Medical IT, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (ESAT) \u2013 STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Group Science, Engineering and Technology, KU Leuven Kulak, E. Sabbelaan 53, 8500, Kortrijk, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"iMinds Medical IT, KU Leuven, Kasteelpark Arenberg 10, 3001, Leuven, Belgium","institution_ids":["https://openalex.org/I39327780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033633807"],"corresponding_institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.904,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.98144105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"13"},"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/T12303","display_name":"Tensor decomposition and applications","score":0.9959999918937683,"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":0.9815999865531921,"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":0.8765520453453064},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6797270178794861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6046027541160583},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5692707300186157},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5556017160415649},{"id":"https://openalex.org/keywords/mixing","display_name":"Mixing (physics)","score":0.5009901523590088},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4991765022277832},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.4944496154785156},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.47304409742355347},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.463884174823761},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4576628804206848},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.44989296793937683},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4487242102622986},{"id":"https://openalex.org/keywords/matrix-analysis","display_name":"Matrix analysis","score":0.41938135027885437},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3377993106842041},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3149414360523224},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.1278890073299408},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1158086359500885},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09516140818595886},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07141348719596863}],"concepts":[{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.8765520453453064},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6797270178794861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046027541160583},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5692707300186157},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5556017160415649},{"id":"https://openalex.org/C138777275","wikidata":"https://www.wikidata.org/wiki/Q6884054","display_name":"Mixing (physics)","level":2,"score":0.5009901523590088},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4991765022277832},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.4944496154785156},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.47304409742355347},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.463884174823761},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4576628804206848},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.44989296793937683},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4487242102622986},{"id":"https://openalex.org/C149488123","wikidata":"https://www.wikidata.org/wiki/Q17098730","display_name":"Matrix analysis","level":3,"score":0.41938135027885437},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3377993106842041},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3149414360523224},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.1278890073299408},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1158086359500885},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09516140818595886},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07141348719596863},{"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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-22482-4_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-22482-4_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/503082","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/503082","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"12th International Conference on Latent Variable Analysis and Signal Separation, CZECH REPUBLIC, Tech Univ Liberec, Liberec, 25-28 August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/503082","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/503082","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"12th International Conference on Latent Variable Analysis and Signal Separation, CZECH REPUBLIC, Tech Univ Liberec, Liberec, 25-28 August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W227277429","https://openalex.org/W1246381107","https://openalex.org/W1542955669","https://openalex.org/W1572919062","https://openalex.org/W1722514995","https://openalex.org/W1755563775","https://openalex.org/W1902027874","https://openalex.org/W1912120252","https://openalex.org/W1965009939","https://openalex.org/W1966382716","https://openalex.org/W1976709621","https://openalex.org/W1995963238","https://openalex.org/W2000045479","https://openalex.org/W2017948584","https://openalex.org/W2024165284","https://openalex.org/W2024166170","https://openalex.org/W2027201767","https://openalex.org/W2027559251","https://openalex.org/W2050000141","https://openalex.org/W2050409837","https://openalex.org/W2055967142","https://openalex.org/W2057503509","https://openalex.org/W2059745395","https://openalex.org/W2061370212","https://openalex.org/W2070013413","https://openalex.org/W2075427932","https://openalex.org/W2082658029","https://openalex.org/W2099741732","https://openalex.org/W2103981232","https://openalex.org/W2110322013","https://openalex.org/W2118718620","https://openalex.org/W2119412403","https://openalex.org/W2120186527","https://openalex.org/W2124195644","https://openalex.org/W2124757684","https://openalex.org/W2130789253","https://openalex.org/W2135631911","https://openalex.org/W2140318696","https://openalex.org/W2142638745","https://openalex.org/W2150126176","https://openalex.org/W2151186643","https://openalex.org/W2161219071","https://openalex.org/W2204988144","https://openalex.org/W2292116581","https://openalex.org/W2316985810","https://openalex.org/W2404400936","https://openalex.org/W2490308495","https://openalex.org/W2547259537","https://openalex.org/W3098973674","https://openalex.org/W3099444291","https://openalex.org/W3102183770","https://openalex.org/W4244528936"],"related_works":["https://openalex.org/W1509813908","https://openalex.org/W2031820693","https://openalex.org/W1910172735","https://openalex.org/W2107364365","https://openalex.org/W2118307209","https://openalex.org/W2113403277","https://openalex.org/W2137288760","https://openalex.org/W2889447638","https://openalex.org/W2539388437","https://openalex.org/W1785857632"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
