{"id":"https://openalex.org/W2224830355","doi":"https://doi.org/10.1007/s10044-015-0524-9","title":"A new feature selection approach based on ensemble methods in semi-supervised classification","display_name":"A new feature selection approach based on ensemble methods in semi-supervised classification","publication_year":2015,"publication_date":"2015-11-03","ids":{"openalex":"https://openalex.org/W2224830355","doi":"https://doi.org/10.1007/s10044-015-0524-9","mag":"2224830355"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-015-0524-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-015-0524-9","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/A5075305664","display_name":"Nesma Settouti","orcid":"https://orcid.org/0000-0003-0460-9713"},"institutions":[{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]},{"id":"https://openalex.org/I4210143836","display_name":"Clermont Universit\u00e9","ror":"https://ror.org/03yf5zr20","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210143836"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]},{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ","FR"],"is_corresponding":true,"raw_author_name":"Nesma Settouti","raw_affiliation_strings":["Biomedical Engineering Laboratory GBM, Tlemcen University, Tlemcen, Algeria","LIMOS, CNRS, UMR 6158, 63173, Aubiere, France","LIMOS, Clermont-Universit\u00e9 Universit\u00e9 Blaise Pascal, BP 10448, 63000, Clermont-Ferrand, France"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory GBM, Tlemcen University, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]},{"raw_affiliation_string":"LIMOS, CNRS, UMR 6158, 63173, Aubiere, France","institution_ids":["https://openalex.org/I4210099416","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LIMOS, Clermont-Universit\u00e9 Universit\u00e9 Blaise Pascal, BP 10448, 63000, Clermont-Ferrand, France","institution_ids":["https://openalex.org/I4210099416","https://openalex.org/I4210143836","https://openalex.org/I198244214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110842071","display_name":"Mohamed Amine Chikh","orcid":null},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Amine Chikh","raw_affiliation_strings":["Biomedical Engineering Laboratory GBM, Tlemcen University, Tlemcen, Algeria"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory GBM, Tlemcen University, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065664708","display_name":"Vincent Barra","orcid":"https://orcid.org/0000-0002-8975-222X"},"institutions":[{"id":"https://openalex.org/I4210143836","display_name":"Clermont Universit\u00e9","ror":"https://ror.org/03yf5zr20","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210143836"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]},{"id":"https://openalex.org/I198244214","display_name":"Universit\u00e9 Clermont Auvergne","ror":"https://ror.org/01a8ajp46","country_code":"FR","type":"education","lineage":["https://openalex.org/I198244214"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Barra","raw_affiliation_strings":["LIMOS, CNRS, UMR 6158, 63173, Aubiere, France","LIMOS, Clermont-Universit\u00e9 Universit\u00e9 Blaise Pascal, BP 10448, 63000, Clermont-Ferrand, France"],"affiliations":[{"raw_affiliation_string":"LIMOS, CNRS, UMR 6158, 63173, Aubiere, France","institution_ids":["https://openalex.org/I4210099416","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LIMOS, Clermont-Universit\u00e9 Universit\u00e9 Blaise Pascal, BP 10448, 63000, Clermont-Ferrand, France","institution_ids":["https://openalex.org/I4210099416","https://openalex.org/I4210143836","https://openalex.org/I198244214"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075305664"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I233209018","https://openalex.org/I4210099416","https://openalex.org/I4210143836"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.3387,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8671712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"20","issue":"3","first_page":"673","last_page":"686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9977999925613403,"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/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/T11550","display_name":"Text and Document Classification Technologies","score":0.9840999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7386552095413208},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7331728339195251},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6807289719581604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6326514482498169},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5840024352073669},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5565551519393921},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5399643778800964},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5137844681739807},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49583467841148376},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4926951229572296},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4868116080760956},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47403669357299805},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4579665958881378},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.45145875215530396},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4441545903682709},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18567883968353271}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7386552095413208},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7331728339195251},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6807289719581604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6326514482498169},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5840024352073669},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5565551519393921},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5399643778800964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5137844681739807},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49583467841148376},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4926951229572296},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4868116080760956},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47403669357299805},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4579665958881378},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.45145875215530396},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4441545903682709},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18567883968353271},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10044-015-0524-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-015-0524-9","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"},{"id":"pmh:oai:HAL:hal-01621751v1","is_oa":false,"landing_page_url":"https://uca.hal.science/hal-01621751","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pattern Analysis and Applications, 2017, 20 (3), pp.673 - 686. &#x27E8;10.1007/s10044-015-0524-9&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1378570","https://openalex.org/W12820539","https://openalex.org/W144440563","https://openalex.org/W1559923427","https://openalex.org/W1568834902","https://openalex.org/W1576613474","https://openalex.org/W1583700199","https://openalex.org/W1587266360","https://openalex.org/W1619226191","https://openalex.org/W1630358834","https://openalex.org/W1804170020","https://openalex.org/W1853953842","https://openalex.org/W1981403533","https://openalex.org/W1989344766","https://openalex.org/W2000792642","https://openalex.org/W2003386319","https://openalex.org/W2008057318","https://openalex.org/W2017337590","https://openalex.org/W2031795937","https://openalex.org/W2037603696","https://openalex.org/W2043420811","https://openalex.org/W2048679005","https://openalex.org/W2059216481","https://openalex.org/W2060542593","https://openalex.org/W2077922582","https://openalex.org/W2079359777","https://openalex.org/W2084812512","https://openalex.org/W2094490861","https://openalex.org/W2098708659","https://openalex.org/W2099322651","https://openalex.org/W2108728387","https://openalex.org/W2111174771","https://openalex.org/W2111238045","https://openalex.org/W2111533578","https://openalex.org/W2113014179","https://openalex.org/W2113242816","https://openalex.org/W2116801843","https://openalex.org/W2118314245","https://openalex.org/W2119387367","https://openalex.org/W2120240539","https://openalex.org/W2126185804","https://openalex.org/W2133556223","https://openalex.org/W2134229366","https://openalex.org/W2135046866","https://openalex.org/W2135643717","https://openalex.org/W2136504847","https://openalex.org/W2140190241","https://openalex.org/W2149772057","https://openalex.org/W2153635508","https://openalex.org/W2157317320","https://openalex.org/W2504658994","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W4250209379","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W1586607209","https://openalex.org/W122912556","https://openalex.org/W4312414840","https://openalex.org/W2621411691","https://openalex.org/W2271357838"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
