{"id":"https://openalex.org/W4321788863","doi":"https://doi.org/10.1007/s10044-023-01148-w","title":"Bounded multivariate generalized Gaussian mixture model using ICA and IVA","display_name":"Bounded multivariate generalized Gaussian mixture model using ICA and IVA","publication_year":2023,"publication_date":"2023-02-24","ids":{"openalex":"https://openalex.org/W4321788863","doi":"https://doi.org/10.1007/s10044-023-01148-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-023-01148-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-023-01148-w","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-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/A5016458190","display_name":"Ali Algumaei","orcid":"https://orcid.org/0009-0004-6457-6006"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Algumaei","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101773294","display_name":"Muhammad Azam","orcid":"https://orcid.org/0000-0003-1904-7338"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Muhammad Azam","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029366450","display_name":"Fatma Najar","orcid":"https://orcid.org/0000-0003-2301-4803"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fatma Najar","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090600716","display_name":"Nizar Bouguila","orcid":"https://orcid.org/0000-0001-7224-7940"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Nizar Bouguila","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7224-7940","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering, Concordia University, 1455 Boulevard de Maisonneuve O, Montreal, QC, H3G 1M8, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090600716"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.0297,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94899412,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"26","issue":"3","first_page":"1223","last_page":"1252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.7400776743888855},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.7367222309112549},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.6397907733917236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570752620697021},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5501514077186584},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5382601618766785},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5236560702323914},{"id":"https://openalex.org/keywords/component-analysis","display_name":"Component analysis","score":0.4907756745815277},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4822429120540619},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.463257372379303},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.43827471137046814},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.43731889128685},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4227820336818695},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.42039650678634644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3642849326133728},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.357385516166687},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2587504982948303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2385609745979309}],"concepts":[{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.7400776743888855},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.7367222309112549},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6397907733917236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570752620697021},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5501514077186584},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5382601618766785},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5236560702323914},{"id":"https://openalex.org/C2780692498","wikidata":"https://www.wikidata.org/wiki/Q16950721","display_name":"Component analysis","level":2,"score":0.4907756745815277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4822429120540619},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.463257372379303},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.43827471137046814},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.43731889128685},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4227820336818695},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.42039650678634644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3642849326133728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.357385516166687},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2587504982948303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2385609745979309},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10044-023-01148-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-023-01148-w","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Analysis and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W1592057812","https://openalex.org/W1967516710","https://openalex.org/W1968122399","https://openalex.org/W1968870951","https://openalex.org/W1972305392","https://openalex.org/W1976969815","https://openalex.org/W1981903823","https://openalex.org/W1988780137","https://openalex.org/W1992105208","https://openalex.org/W1997065352","https://openalex.org/W1997404989","https://openalex.org/W2002002766","https://openalex.org/W2005238835","https://openalex.org/W2013653677","https://openalex.org/W2017236761","https://openalex.org/W2024470753","https://openalex.org/W2027884847","https://openalex.org/W2036718463","https://openalex.org/W2048055195","https://openalex.org/W2048167005","https://openalex.org/W2054658115","https://openalex.org/W2055637322","https://openalex.org/W2061942084","https://openalex.org/W2071949631","https://openalex.org/W2089912168","https://openalex.org/W2092302975","https://openalex.org/W2093909133","https://openalex.org/W2096784803","https://openalex.org/W2101047103","https://openalex.org/W2102031919","https://openalex.org/W2114689202","https://openalex.org/W2116825089","https://openalex.org/W2119111184","https://openalex.org/W2119827564","https://openalex.org/W2127851351","https://openalex.org/W2137971377","https://openalex.org/W2142635246","https://openalex.org/W2151186193","https://openalex.org/W2155298532","https://openalex.org/W2161171655","https://openalex.org/W2163534628","https://openalex.org/W2166362601","https://openalex.org/W2168175751","https://openalex.org/W2170505850","https://openalex.org/W2170768669","https://openalex.org/W2240887954","https://openalex.org/W2286669694","https://openalex.org/W2289029235","https://openalex.org/W2343480284","https://openalex.org/W2413279520","https://openalex.org/W2498094064","https://openalex.org/W2625658320","https://openalex.org/W2806759825","https://openalex.org/W2811052239","https://openalex.org/W2886755824","https://openalex.org/W2913356243","https://openalex.org/W2966284300","https://openalex.org/W4231665431","https://openalex.org/W4233925728","https://openalex.org/W4235098438","https://openalex.org/W4248646870","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W1971575144","https://openalex.org/W2369494890","https://openalex.org/W2139404519","https://openalex.org/W1513845058","https://openalex.org/W2123927273","https://openalex.org/W2121025724","https://openalex.org/W2073510591","https://openalex.org/W2393502243","https://openalex.org/W1888749522","https://openalex.org/W3027745756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
