{"id":"https://openalex.org/W2130184631","doi":"https://doi.org/10.4304/jcp.8.2.509-516","title":"Subspace Selective Ensemble Algorithm Based on Feature Clustering","display_name":"Subspace Selective Ensemble Algorithm Based on Feature Clustering","publication_year":2013,"publication_date":"2013-01-29","ids":{"openalex":"https://openalex.org/W2130184631","doi":"https://doi.org/10.4304/jcp.8.2.509-516","mag":"2130184631"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.8.2.509-516","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.2.509-516","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5103041902","display_name":"Hui Tao","orcid":"https://orcid.org/0000-0002-1122-8962"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Tao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033294046","display_name":"Xiaoping Ma","orcid":"https://orcid.org/0000-0003-1692-8797"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao-ping Ma","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101810681","display_name":"Meiying Qiao","orcid":"https://orcid.org/0000-0001-9281-341X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei-ying Qiao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3813,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84746056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"2","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":0.9898999929428101,"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":0.9898999929428101,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834815740585327},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6544986963272095},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6193280816078186},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5935071110725403},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5813151597976685},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4843622148036957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45624274015426636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834815740585327},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6544986963272095},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6193280816078186},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5935071110725403},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5813151597976685},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4843622148036957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45624274015426636},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.8.2.509-516","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.2.509-516","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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":28,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W1605688901","https://openalex.org/W1964142593","https://openalex.org/W1968023063","https://openalex.org/W1974441948","https://openalex.org/W1974687023","https://openalex.org/W2021236931","https://openalex.org/W2021498601","https://openalex.org/W2074691637","https://openalex.org/W2075832097","https://openalex.org/W2084597006","https://openalex.org/W2089927030","https://openalex.org/W2090425484","https://openalex.org/W2092436092","https://openalex.org/W2100128988","https://openalex.org/W2102734279","https://openalex.org/W2109094355","https://openalex.org/W2113242816","https://openalex.org/W2135293965","https://openalex.org/W2144402050","https://openalex.org/W2156909104","https://openalex.org/W2158001550","https://openalex.org/W2186005312","https://openalex.org/W2912934387","https://openalex.org/W3120740533","https://openalex.org/W4212883601","https://openalex.org/W4230674625","https://openalex.org/W6669537567"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W2364594919","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2219338811","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W2143002539","https://openalex.org/W2317200988","https://openalex.org/W4253219045"],"abstract_inverted_index":{"A":[0],"feature-clustering-based":[1],"subspace":[2],"selective":[3],"ensemble":[4,11,76],"learning":[5],"algorithm":[6,84],"was":[7,85],"proposed":[8],"to":[9,59,74],"improve":[10],"classifier":[12],"performance,":[13],"allowing":[14],"for":[15],"high":[16,57],"dimensional":[17],"data":[18],"sets.":[19],"First,":[20],"features":[21],"were":[22,34,72,99],"clustered":[23],"on":[24,87],"weighted":[26],"average":[27],"linkage":[28],"method":[30],"and":[31,70,102,104],"reduced":[32,47],"subspaces":[33],"generated":[35],"by":[36],"extracting":[37],"an":[38],"attribute":[39],"from":[40],"each":[41],"feature":[42,46],"cluster.":[43],"Then":[44],"the":[45,83,105,108],"subsets":[48],"served":[49],"as":[50],"inputs":[51],"of":[52],"individual":[53,97],"GA-SVMs":[54],"which":[55],"had":[56],"accuracy":[58,110],"ensure":[60],"individuals":[61,66],"with":[62,67],"significant":[63],"diversities.":[64],"Some":[65],"both":[68,100],"diverse":[69],"accurate":[71,101],"selected":[73],"construct":[75],"system.":[77],"Finally,":[78],"In":[79],"Matlab":[80],"2010a":[81],"environment,":[82],"simulated":[86],"4":[88],"datasets.":[89],"The":[90],"kappa-error":[92],"diagrams":[94],"demonstrated":[95],"that":[96],"classifiers":[98],"diverse,":[103],"results":[106],"showed":[107],"classification":[109],"increase":[111],"significantly.":[112]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}