{"id":"https://openalex.org/W1965707017","doi":"https://doi.org/10.4013/jacr.2013.32.02","title":"A fast feature selection algorithm applied to automatic faults diagnosis of rotating machinery","display_name":"A fast feature selection algorithm applied to automatic faults diagnosis of rotating machinery","publication_year":2013,"publication_date":"2013-12-30","ids":{"openalex":"https://openalex.org/W1965707017","doi":"https://doi.org/10.4013/jacr.2013.32.02","mag":"1965707017"},"language":"en","primary_location":{"id":"doi:10.4013/jacr.2013.32.02","doi":"https://doi.org/10.4013/jacr.2013.32.02","is_oa":true,"landing_page_url":"https://doi.org/10.4013/jacr.2013.32.02","pdf_url":"https://revistas.unisinos.br/index.php/jacr/article/download/jacr.2013.32.02/4319","source":{"id":"https://openalex.org/S4210189215","display_name":"Journal of Applied Computing Research","issn_l":"2236-8434","issn":["2236-8434"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Computing Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://revistas.unisinos.br/index.php/jacr/article/download/jacr.2013.32.02/4319","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078430550","display_name":"Francisco de Assis Boldt","orcid":"https://orcid.org/0000-0001-6919-5377","observed_orcids":["https://orcid.org/0000-0001-6919-5377"]},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco De Assis Boldt","raw_affiliation_strings":["Universidade Federal do Esp\u00edrito Santo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Esp\u00edrito Santo","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002706357","display_name":"Thomas Walter Rauber","orcid":"https://orcid.org/0000-0002-6380-6584","observed_orcids":["https://orcid.org/0000-0002-6380-6584"]},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thomas Walter Rauber","raw_affiliation_strings":["Universidade Federal do Esp\u00edrito Santo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Esp\u00edrito Santo","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007198974","display_name":"Fl\u00e1vio Miguel Varej\u00e3o","orcid":"https://orcid.org/0000-0002-5444-1974","observed_orcids":["https://orcid.org/0000-0002-5444-1974"]},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fl\u00e1vio Miguel Varej\u00e3o","raw_affiliation_strings":["Universidade Federal do Esp\u00edrito Santo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Federal do Esp\u00edrito Santo","institution_ids":["https://openalex.org/I51235708"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51235708"],"apc_list":null,"apc_paid":null,"fwci":0.6733,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74496056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"3","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10876","display_name":"Fault Detection and Control Systems","score":9.999999747378752e-05,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.9929999709129333},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.953000009059906},{"id":"https://openalex.org/keywords/fault-diagnosis","display_name":"fault diagnosis","score":0.9459999799728394},{"id":"https://openalex.org/keywords/rotating-machinery","display_name":"rotating machinery","score":0.9990000128746033},{"id":"https://openalex.org/keywords/sequential-forward-selection","display_name":"sequential forward selection","score":0.8840000033378601},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8050000071525574},{"id":"https://openalex.org/keywords/classification","display_name":"classification","score":0.35600000619888306}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7237133383750916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6518396139144897},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5871956944465637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5852490663528442},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5716388821601868},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5652227997779846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5597091317176819},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5456607341766357},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5236996412277222},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44740086793899536},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4013/jacr.2013.32.02","doi":"https://doi.org/10.4013/jacr.2013.32.02","is_oa":true,"landing_page_url":"https://doi.org/10.4013/jacr.2013.32.02","pdf_url":"https://revistas.unisinos.br/index.php/jacr/article/download/jacr.2013.32.02/4319","source":{"id":"https://openalex.org/S4210189215","display_name":"Journal of Applied Computing Research","issn_l":"2236-8434","issn":["2236-8434"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Computing Research","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4013/jacr.2013.32.02","doi":"https://doi.org/10.4013/jacr.2013.32.02","is_oa":true,"landing_page_url":"https://doi.org/10.4013/jacr.2013.32.02","pdf_url":"https://revistas.unisinos.br/index.php/jacr/article/download/jacr.2013.32.02/4319","source":{"id":"https://openalex.org/S4210189215","display_name":"Journal of Applied Computing Research","issn_l":"2236-8434","issn":["2236-8434"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Computing Research","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1965707017.pdf","grobid_xml":"https://content.openalex.org/works/W1965707017.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W593352287","https://openalex.org/W625540141","https://openalex.org/W1509255462","https://openalex.org/W1548264333","https://openalex.org/W1661871015","https://openalex.org/W1969989373","https://openalex.org/W1989540221","https://openalex.org/W1999066512","https://openalex.org/W2005492836","https://openalex.org/W2007365683","https://openalex.org/W2026535637","https://openalex.org/W2043020486","https://openalex.org/W2047077950","https://openalex.org/W2122111042","https://openalex.org/W2122339543","https://openalex.org/W2156447271","https://openalex.org/W2336924188","https://openalex.org/W2998216295","https://openalex.org/W4235594362","https://openalex.org/W4238891638","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2030128007","https://openalex.org/W2554676782","https://openalex.org/W4293827479","https://openalex.org/W3004519269","https://openalex.org/W3013367396","https://openalex.org/W4248044264","https://openalex.org/W3137359816","https://openalex.org/W6939252367","https://openalex.org/W2588897108","https://openalex.org/W4403100956"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,13],"fast":[4],"algorithm":[5,29,67,74],"to":[6,52],"reduce":[7,31],"the":[8,17,27,32,41,44,54,60,65,69],"number":[9,33],"of":[10,12,21,34,43,57,59,64],"features":[11,35,48,58],"classification":[14],"system":[15],"increasing":[16],"performance":[18],"without":[19],"loss":[20],"quality.":[22],"The":[23],"experiments":[24],"show":[25],"that":[26],"proposed":[28,66],"can":[30],"quickly":[36],"as":[37,39],"well":[38],"increase":[40],"quality":[42],"predictions":[45],"simultaneously.":[46],"Three":[47],"extractions":[49],"were":[50],"used":[51],"generate":[53],"initial":[55],"pool":[56],"system.":[61],"Comparative":[62],"results":[63],"with":[68],"classical":[70],"sequential":[71],"forward":[72],"selection":[73],"are":[75],"shown.Keywords:":[76],"feature":[77,79],"selection,":[78],"extraction,":[80],"fault":[81],"diagnosis,":[82],"rotating":[83],"machinery,":[84],"supervised":[85],"learning.":[86]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
