{"id":"https://openalex.org/W2790320843","doi":"https://doi.org/10.1504/ijcaet.2018.10011621","title":"Efficiency and stability of EN-ReliefF, a new method for feature selection","display_name":"Efficiency and stability of EN-ReliefF, a new method for feature selection","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2790320843","doi":"https://doi.org/10.1504/ijcaet.2018.10011621","mag":"2790320843"},"language":"en","primary_location":{"id":"doi:10.1504/ijcaet.2018.10011621","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcaet.2018.10011621","pdf_url":null,"source":{"id":"https://openalex.org/S5114360","display_name":"International Journal of Computer Aided Engineering and Technology","issn_l":"1757-2657","issn":["1757-2657","1757-2665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Aided Engineering and Technology","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/A5087296544","display_name":"Mohamad Khalil","orcid":"https://orcid.org/0000-0003-2004-0280"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]},{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["FR","LB"],"is_corresponding":false,"raw_author_name":"Mohamad Ali Khalil","raw_affiliation_strings":["Azm Center for Research and Biotechnology, EDST, Lebanese University, El-Mitein Street, Tripoli, Lebanon; UMR ICD/LM2S, University of technology of Troyes, 12 rue Marie-Curie, CS42060, 10004 Troyes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azm Center for Research and Biotechnology, EDST, Lebanese University, El-Mitein Street, Tripoli, Lebanon; UMR ICD/LM2S, University of technology of Troyes, 12 rue Marie-Curie, CS42060, 10004 Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I160368002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003351233","display_name":"Pierre Beauseroy","orcid":"https://orcid.org/0000-0002-2883-1303"},"institutions":[{"id":"https://openalex.org/I160368002","display_name":"Lebanese University","ror":"https://ror.org/05x6qnc69","country_code":"LB","type":"education","lineage":["https://openalex.org/I160368002"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Pierre Beauseroy","raw_affiliation_strings":["Azm Center for Research and Biotechnology, EDST, Lebanese University, El-Mitein Street, Tripoli, Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azm Center for Research and Biotechnology, EDST, Lebanese University, El-Mitein Street, Tripoli, Lebanon","institution_ids":["https://openalex.org/I160368002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005579640","display_name":"Nicole Challita","orcid":null},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicole Challita","raw_affiliation_strings":["UMR ICD/LM2S, University of technology of Troyes, 12 rue Marie-Curie, CS42060, 10004 Troyes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UMR ICD/LM2S, University of technology of Troyes, 12 rue Marie-Curie, CS42060, 10004 Troyes, France","institution_ids":["https://openalex.org/I140494188"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01847844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"3","first_page":"320","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9939000010490417,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9939000010490417,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/feature-selection","display_name":"Feature selection","score":0.6640475392341614},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6410812139511108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5411625504493713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5049808621406555},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4780871570110321},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4374202787876129},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41824761033058167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3475896716117859},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32712817192077637}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6640475392341614},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6410812139511108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5411625504493713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5049808621406555},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4780871570110321},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4374202787876129},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41824761033058167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3475896716117859},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32712817192077637},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijcaet.2018.10011621","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcaet.2018.10011621","pdf_url":null,"source":{"id":"https://openalex.org/S5114360","display_name":"International Journal of Computer Aided Engineering and Technology","issn_l":"1757-2657","issn":["1757-2657","1757-2665"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Aided Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3147584709","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2038894244","https://openalex.org/W2096467860","https://openalex.org/W3189572500"],"abstract_inverted_index":{"One":[0],"of":[1,6,16,19,31,50,65,86,91,94,109,137],"the":[2,13,17,29,48,67,75,84,87,92,121,129,132,138],"most":[3],"advanced":[4],"forms":[5],"industrial":[7],"maintenance":[8],"is":[9,36,142],"predictive":[10],"maintenance.":[11],"Indeed,":[12],"present":[14],"analysis":[15],"behaviour":[18],"a":[20,60,114],"material":[21],"helps":[22],"to":[23,42,52,83,119],"predict":[24],"future":[25],"behaviour.":[26],"So":[27],"as":[28],"diagnosis":[30,58],"faults":[32],"in":[33,40,74,105],"rotating":[34],"machines":[35],"an":[37,72],"important":[38],"subject":[39],"order":[41],"increase":[43,73,85],"their":[44],"productivity":[45],"and":[46,57,78,96,112,127],"reliability,":[47],"choice":[49],"features":[51,69,123],"be":[53],"used":[54],"for":[55],"classification":[56,88],"constitutes":[59],"crucial":[61],"point.":[62],"The":[63],"use":[64],"all":[66],"possible":[68],"will":[70,80],"cause":[71],"computational":[76],"cost":[77],"it":[79],"even":[81],"lead":[82],"error":[89],"because":[90],"existence":[93],"redundant":[95],"non-significant":[97],"features.":[98,134],"In":[99],"this":[100],"context,":[101],"we":[102],"are":[103],"interested":[104],"presenting":[106],"different":[107],"methods":[108],"feature":[110],"selection":[111],"proposing":[113],"new":[115],"approach":[116],"that":[117],"tends":[118],"select":[120],"best":[122],"among":[124],"existing":[125],"ones":[126],"perform":[128],"classification-identification":[130],"using":[131],"selected":[133],"A":[135],"study":[136],"proposed":[139],"method":[140],"stability":[141],"also":[143],"provided.":[144]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
