{"id":"https://openalex.org/W7132845053","doi":"https://doi.org/10.1007/s13042-025-02943-z","title":"Discriminative nonnegative matrix factorization with autoencoder structure for unsupervised feature selection","display_name":"Discriminative nonnegative matrix factorization with autoencoder structure for unsupervised feature selection","publication_year":2026,"publication_date":"2026-02-28","ids":{"openalex":"https://openalex.org/W7132845053","doi":"https://doi.org/10.1007/s13042-025-02943-z"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02943-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02943-z","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5123955939","display_name":"Amir Moslemi","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]},{"id":"https://openalex.org/I61412661","display_name":"Seneca Polytechnic","ror":"https://ror.org/04qgh9k98","country_code":"CA","type":"education","lineage":["https://openalex.org/I61412661"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amir Moslemi","raw_affiliation_strings":["Department of Physics, Toronto Metropolitan University, Toronto, ON, Canada","School of Software Design & Data Science, Seneca Polytechnic, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Toronto Metropolitan University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"School of Software Design & Data Science, Seneca Polytechnic, Toronto, Canada","institution_ids":["https://openalex.org/I61412661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123962162","display_name":"Zubeka Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]},{"id":"https://openalex.org/I61412661","display_name":"Seneca Polytechnic","ror":"https://ror.org/04qgh9k98","country_code":"CA","type":"education","lineage":["https://openalex.org/I61412661"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zubeka Dang","raw_affiliation_strings":["Department of Computer Science, Toronto Metropolitan University, Toronto, ON, Canada","School of Software Design & Data Science, Seneca Polytechnic, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Toronto Metropolitan University, Toronto, ON, Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"School of Software Design & Data Science, Seneca Polytechnic, Toronto, Canada","institution_ids":["https://openalex.org/I61412661"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5123955939"],"corresponding_institution_ids":["https://openalex.org/I530967","https://openalex.org/I61412661"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23897959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.6876999735832214,"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":0.6876999735832214,"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/T10320","display_name":"Neural Networks and Applications","score":0.023800000548362732,"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/T10885","display_name":"Gene expression and cancer classification","score":0.019899999722838402,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8884999752044678},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.8321999907493591},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7767999768257141},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6291000247001648},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5608000159263611},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.5058000087738037},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4894999861717224},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47510001063346863}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8884999752044678},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8321999907493591},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7767999768257141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7652999758720398},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6291000247001648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6227999925613403},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5608000159263611},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.5058000087738037},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4894999861717224},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47510001063346863},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.39719998836517334},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.3889000117778778},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.37770000100135803},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.31929999589920044},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31049999594688416},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02943-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02943-z","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8053267002105713,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W141062567","https://openalex.org/W1897044480","https://openalex.org/W1983704480","https://openalex.org/W2008750647","https://openalex.org/W2015648984","https://openalex.org/W2036285176","https://openalex.org/W2038567802","https://openalex.org/W2042683698","https://openalex.org/W2057069782","https://openalex.org/W2068431618","https://openalex.org/W2108119513","https://openalex.org/W2123649031","https://openalex.org/W2128728535","https://openalex.org/W2128873747","https://openalex.org/W2154053567","https://openalex.org/W2422268042","https://openalex.org/W2767834929","https://openalex.org/W2787225914","https://openalex.org/W2791315675","https://openalex.org/W2793733641","https://openalex.org/W2889386826","https://openalex.org/W2909393029","https://openalex.org/W2938688884","https://openalex.org/W2946807672","https://openalex.org/W2970475223","https://openalex.org/W2986805221","https://openalex.org/W2995014960","https://openalex.org/W3023050749","https://openalex.org/W3041891788","https://openalex.org/W3048975637","https://openalex.org/W3109825681","https://openalex.org/W3215669537","https://openalex.org/W4200121584","https://openalex.org/W4213423172","https://openalex.org/W4225693658","https://openalex.org/W4291163701","https://openalex.org/W4295185427","https://openalex.org/W4300430800","https://openalex.org/W4307954989","https://openalex.org/W4380300753","https://openalex.org/W4385431177","https://openalex.org/W4386911956","https://openalex.org/W4388336842","https://openalex.org/W4388450714","https://openalex.org/W4391529596","https://openalex.org/W4392241449","https://openalex.org/W4403310163"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-20T20:08:15.867695","created_date":"2026-03-01T00:00:00"}
