{"id":"https://openalex.org/W2908600212","doi":"https://doi.org/10.1016/j.eswa.2019.01.016","title":"Hybrid fast unsupervised feature selection for high-dimensional data","display_name":"Hybrid fast unsupervised feature selection for high-dimensional data","publication_year":2019,"publication_date":"2019-01-15","ids":{"openalex":"https://openalex.org/W2908600212","doi":"https://doi.org/10.1016/j.eswa.2019.01.016","mag":"2908600212"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2019.01.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2019.01.016","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with 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/A5031269312","display_name":"Zhaleh Manbari","orcid":null},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Zhaleh Manbari","raw_affiliation_strings":["Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081265236","display_name":"Fardin Akhlaghian Tab","orcid":"https://orcid.org/0000-0002-0300-9233"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fardin AkhlaghianTab","raw_affiliation_strings":["Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055383562","display_name":"Chiman Salavati","orcid":null},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Chiman Salavati","raw_affiliation_strings":["Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Kurdistan, Sanandaj, Iran","institution_ids":["https://openalex.org/I3124704065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081265236"],"corresponding_institution_ids":["https://openalex.org/I3124704065"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":5.1858,"has_fulltext":false,"cited_by_count":89,"citation_normalized_percentile":{"value":0.96401745,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"124","issue":null,"first_page":"97","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.998199999332428,"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":0.998199999332428,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9970999956130981,"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":0.9947999715805054,"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/computer-science","display_name":"Computer science","score":0.803352952003479},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.684044361114502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6349779963493347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.603036105632782},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5580934286117554},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5538882613182068},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49874162673950195},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.47829991579055786},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.4575807452201843},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.45696917176246643},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.4288172721862793},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.42315351963043213},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.4129379093647003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36532557010650635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803352952003479},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.684044361114502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6349779963493347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.603036105632782},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5580934286117554},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5538882613182068},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49874162673950195},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.47829991579055786},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4575807452201843},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.45696917176246643},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.4288172721862793},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.42315351963043213},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.4129379093647003},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36532557010650635},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2019.01.016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2019.01.016","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":133,"referenced_works":["https://openalex.org/W18034437","https://openalex.org/W137065004","https://openalex.org/W138217685","https://openalex.org/W254399443","https://openalex.org/W317957491","https://openalex.org/W1136224152","https://openalex.org/W1511513911","https://openalex.org/W1523989055","https://openalex.org/W1524195489","https://openalex.org/W1528751587","https://openalex.org/W1547415173","https://openalex.org/W1573465223","https://openalex.org/W1574447377","https://openalex.org/W1963763787","https://openalex.org/W1963911647","https://openalex.org/W1968523955","https://openalex.org/W1971881316","https://openalex.org/W1973714356","https://openalex.org/W1975505516","https://openalex.org/W1977992479","https://openalex.org/W1980688822","https://openalex.org/W1980945904","https://openalex.org/W1983380373","https://openalex.org/W1987888496","https://openalex.org/W1993573509","https://openalex.org/W2001169470","https://openalex.org/W2002979815","https://openalex.org/W2003620172","https://openalex.org/W2006027806","https://openalex.org/W2009501510","https://openalex.org/W2012674856","https://openalex.org/W2013992973","https://openalex.org/W2015799639","https://openalex.org/W2016944307","https://openalex.org/W2024765216","https://openalex.org/W2027902860","https://openalex.org/W2032909675","https://openalex.org/W2043080228","https://openalex.org/W2043420811","https://openalex.org/W2044289181","https://openalex.org/W2046357518","https://openalex.org/W2046670731","https://openalex.org/W2047735307","https://openalex.org/W2048178552","https://openalex.org/W2049416392","https://openalex.org/W2053410046","https://openalex.org/W2053817600","https://openalex.org/W2058514166","https://openalex.org/W2069928051","https://openalex.org/W2076384720","https://openalex.org/W2079709766","https://openalex.org/W2086208228","https://openalex.org/W2086424613","https://openalex.org/W2090091537","https://openalex.org/W2093010752","https://openalex.org/W2093038501","https://openalex.org/W2100253618","https://openalex.org/W2102831150","https://openalex.org/W2108001745","https://openalex.org/W2108687351","https://openalex.org/W2115044652","https://openalex.org/W2116045745","https://openalex.org/W2118578744","https://openalex.org/W2119387367","https://openalex.org/W2123256714","https://openalex.org/W2126185804","https://openalex.org/W2128382462","https://openalex.org/W2130004766","https://openalex.org/W2132379769","https://openalex.org/W2132984949","https://openalex.org/W2133990480","https://openalex.org/W2134544888","https://openalex.org/W2138570191","https://openalex.org/W2140514146","https://openalex.org/W2141823231","https://openalex.org/W2142594886","https://openalex.org/W2143153057","https://openalex.org/W2148028862","https://openalex.org/W2149620660","https://openalex.org/W2151554678","https://openalex.org/W2154053567","https://openalex.org/W2154929945","https://openalex.org/W2156571267","https://openalex.org/W2158933803","https://openalex.org/W2161069508","https://openalex.org/W2166317455","https://openalex.org/W2210472625","https://openalex.org/W2249670697","https://openalex.org/W2307705085","https://openalex.org/W2406762112","https://openalex.org/W2411885377","https://openalex.org/W2508160469","https://openalex.org/W2554676782","https://openalex.org/W2586838732","https://openalex.org/W2604162004","https://openalex.org/W2608514418","https://openalex.org/W2611197595","https://openalex.org/W2613933396","https://openalex.org/W2639370877","https://openalex.org/W2733529991","https://openalex.org/W2745759175","https://openalex.org/W2767105247","https://openalex.org/W2787659442","https://openalex.org/W2791315675","https://openalex.org/W2807272465","https://openalex.org/W2813026946","https://openalex.org/W2881742599","https://openalex.org/W2998933286","https://openalex.org/W4240429504","https://openalex.org/W4244006029","https://openalex.org/W4248900746","https://openalex.org/W4253572072","https://openalex.org/W6600754597","https://openalex.org/W6605578906","https://openalex.org/W6630774498","https://openalex.org/W6631622843","https://openalex.org/W6632849315","https://openalex.org/W6634157878","https://openalex.org/W6634556219","https://openalex.org/W6643356891","https://openalex.org/W6643510776","https://openalex.org/W6645712975","https://openalex.org/W6652451885","https://openalex.org/W6658956568","https://openalex.org/W6675960478","https://openalex.org/W6676634215","https://openalex.org/W6679390333","https://openalex.org/W6680765659","https://openalex.org/W6681822384","https://openalex.org/W6682904970","https://openalex.org/W6683264537","https://openalex.org/W6691104258","https://openalex.org/W6747742304"],"related_works":["https://openalex.org/W2371075315","https://openalex.org/W4212897237","https://openalex.org/W4213280706","https://openalex.org/W3162910294","https://openalex.org/W2196560602","https://openalex.org/W1974303229","https://openalex.org/W2962997812","https://openalex.org/W783379390","https://openalex.org/W1692134900","https://openalex.org/W2126442420"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5}],"updated_date":"2026-06-10T14:10:52.464848","created_date":"2025-10-10T00:00:00"}