{"id":"https://openalex.org/W123735952","doi":"https://doi.org/10.1007/978-3-319-07176-3_63","title":"Nonnegative Matrix Factorization for Document Clustering: A Survey","display_name":"Nonnegative Matrix Factorization for Document Clustering: A Survey","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W123735952","doi":"https://doi.org/10.1007/978-3-319-07176-3_63","mag":"123735952"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07176-3_63","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07176-3_63","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":"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/A5020404017","display_name":"Ehsan Hosseini-Asl","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]},{"id":"https://openalex.org/I4210143137","display_name":"University of Louisville Hospital","ror":"https://ror.org/04sq8k219","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210143137"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Hosseini-Asl","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Louisville, Louisville, KY, USA","Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","University of Louisville"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"University of Louisville","institution_ids":["https://openalex.org/I4210143137"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015925094","display_name":"Jacek M. \u017burada","orcid":"https://orcid.org/0000-0001-6622-534X"},"institutions":[{"id":"https://openalex.org/I1296990705","display_name":"National Academy of Governance","ror":"https://ror.org/03nyn4g46","country_code":"MN","type":"education","lineage":["https://openalex.org/I1296990705"]},{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]},{"id":"https://openalex.org/I4210117666","display_name":"Academy of Management","ror":"https://ror.org/02k9d9y07","country_code":"US","type":"education","lineage":["https://openalex.org/I4210117666"]},{"id":"https://openalex.org/I4210124861","display_name":"Institute for Medical Biology","ror":"https://ror.org/02kstzn75","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210124861","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I4210143137","display_name":"University of Louisville Hospital","ror":"https://ror.org/04sq8k219","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210143137"]}],"countries":["MN","PL","US"],"is_corresponding":false,"raw_author_name":"Jacek M. Zurada","raw_affiliation_strings":["Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, 405 Lutz Hall, 40292, Louisville, KY, USA","Electrical and Computer Engineering Department, University of Louisville, Louisville, KY, USA","Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","Information Technology Institute, Academy of Management, 90-113, Lodz, Poland","Information Technology Institute, Academy of Management, Lodz, Poland","University of Louisville","Academy of Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, 405 Lutz Hall, 40292, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Information Technology Institute, Academy of Management, 90-113, Lodz, Poland","institution_ids":["https://openalex.org/I4210124861"]},{"raw_affiliation_string":"Information Technology Institute, Academy of Management, Lodz, Poland","institution_ids":[]},{"raw_affiliation_string":"University of Louisville","institution_ids":["https://openalex.org/I4210143137"]},{"raw_affiliation_string":"Academy of Management","institution_ids":["https://openalex.org/I1296990705","https://openalex.org/I4210117666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"726","last_page":"737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9962000250816345,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.8794976472854614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7193162441253662},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6581563949584961},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6541876196861267},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5661726593971252},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.454881489276886},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4464586675167084},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.44587188959121704},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.43891483545303345},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4239479899406433},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40823620557785034},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3711649179458618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36697447299957275},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20686039328575134}],"concepts":[{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.8794976472854614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7193162441253662},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6581563949584961},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6541876196861267},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5661726593971252},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.454881489276886},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4464586675167084},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.44587188959121704},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.43891483545303345},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4239479899406433},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40823620557785034},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3711649179458618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36697447299957275},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20686039328575134},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-07176-3_63","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07176-3_63","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1565377632","https://openalex.org/W1565719317","https://openalex.org/W1902027874","https://openalex.org/W1938740620","https://openalex.org/W1971159557","https://openalex.org/W1986817851","https://openalex.org/W2013029404","https://openalex.org/W2017288758","https://openalex.org/W2026034143","https://openalex.org/W2028915959","https://openalex.org/W2039844283","https://openalex.org/W2043545458","https://openalex.org/W2055070149","https://openalex.org/W2076566842","https://openalex.org/W2085239571","https://openalex.org/W2093492509","https://openalex.org/W2110096996","https://openalex.org/W2113359929","https://openalex.org/W2114508388","https://openalex.org/W2116216716","https://openalex.org/W2118718620","https://openalex.org/W2135029798","https://openalex.org/W2135160607","https://openalex.org/W2139667220","https://openalex.org/W2168446235","https://openalex.org/W2248589357","https://openalex.org/W2482318024","https://openalex.org/W2767096892","https://openalex.org/W3143596294"],"related_works":["https://openalex.org/W2127243424","https://openalex.org/W2037504162","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2539013788","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W2075222291","https://openalex.org/W2146544734"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}