{"id":"https://openalex.org/W4205529598","doi":"https://doi.org/10.1007/s13042-021-01477-4","title":"Feature extraction and classification algorithm, which one is more essential? An experimental study on a specific task of vibration signal diagnosis","display_name":"Feature extraction and classification algorithm, which one is more essential? An experimental study on a specific task of vibration signal diagnosis","publication_year":2022,"publication_date":"2022-01-03","ids":{"openalex":"https://openalex.org/W4205529598","doi":"https://doi.org/10.1007/s13042-021-01477-4"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-021-01477-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-021-01477-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2112.09389","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084054570","display_name":"Qiang Liu","orcid":"https://orcid.org/0000-0002-7755-9772"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Liu","raw_affiliation_strings":["Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, 071003, Hebei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, 071003, Hebei, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037197404","display_name":"Jiade Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiade Zhang","raw_affiliation_strings":["College of Mathematics and Information Science, Hebei University, Baoding, 071002, Hebei, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information Science, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102025149","display_name":"Jingna Liu","orcid":"https://orcid.org/0000-0003-2614-3192"},"institutions":[{"id":"https://openalex.org/I90090648","display_name":"Shijiazhuang Tiedao University","ror":"https://ror.org/022e9e065","country_code":"CN","type":"education","lineage":["https://openalex.org/I90090648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingna Liu","raw_affiliation_strings":["State Key Laboratory of Mechanical Behavior and System Safety of Traffic Engineering Structures, Shijiazhuang Tiedao University, Shijiazhuang, 050043, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Behavior and System Safety of Traffic Engineering Structures, Shijiazhuang Tiedao University, Shijiazhuang, 050043, China","institution_ids":["https://openalex.org/I90090648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078369162","display_name":"Zhi Yang","orcid":"https://orcid.org/0000-0002-9293-8164"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Yang","raw_affiliation_strings":["Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, 071003, Hebei, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Communication Engineering, North China Electric Power University, Baoding, 071003, Hebei, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102025149"],"corresponding_institution_ids":["https://openalex.org/I90090648"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":2.6668,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.89503177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"6","first_page":"1685","last_page":"1696"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.970300018787384,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7675427198410034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7086821794509888},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7059099674224854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5789320468902588},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5567104816436768},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4823293387889862},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45708441734313965},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4301658272743225},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.42739206552505493},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4250730574131012},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41123417019844055}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7675427198410034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7086821794509888},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7059099674224854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5789320468902588},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5567104816436768},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4823293387889862},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45708441734313965},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4301658272743225},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.42739206552505493},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4250730574131012},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41123417019844055},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13042-021-01477-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-021-01477-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.09389","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.09389","pdf_url":"https://arxiv.org/pdf/2112.09389","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2112.09389","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.09389","pdf_url":"https://arxiv.org/pdf/2112.09389","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5688470795","display_name":null,"funder_award_id":"51807124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W182831726","https://openalex.org/W1504694836","https://openalex.org/W1525287381","https://openalex.org/W1995806857","https://openalex.org/W2007221293","https://openalex.org/W2050179529","https://openalex.org/W2051800840","https://openalex.org/W2063016254","https://openalex.org/W2074901727","https://openalex.org/W2078140646","https://openalex.org/W2114184655","https://openalex.org/W2121084874","https://openalex.org/W2131542269","https://openalex.org/W2137825339","https://openalex.org/W2157576724","https://openalex.org/W2165878107","https://openalex.org/W2280249064","https://openalex.org/W2505921950","https://openalex.org/W2559135714","https://openalex.org/W2593382986","https://openalex.org/W2744686084","https://openalex.org/W2762355244","https://openalex.org/W2765763973","https://openalex.org/W2797629477","https://openalex.org/W2800194946","https://openalex.org/W2809350318","https://openalex.org/W2873408229","https://openalex.org/W2891011241","https://openalex.org/W2899369559","https://openalex.org/W2957958190","https://openalex.org/W2990027271","https://openalex.org/W2997266726","https://openalex.org/W3001481715","https://openalex.org/W3006342871","https://openalex.org/W3049456049","https://openalex.org/W3088783238","https://openalex.org/W4240324316"],"related_works":["https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W1987895166","https://openalex.org/W2256933480","https://openalex.org/W2027854990"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
