{"id":"https://openalex.org/W7155525070","doi":"https://doi.org/10.1016/j.asoc.2026.115303","title":"Reliable fault diagnosis via self-learning sparse kernel convolution and attention-enhanced feature embedding","display_name":"Reliable fault diagnosis via self-learning sparse kernel convolution and attention-enhanced feature embedding","publication_year":2026,"publication_date":"2026-04-24","ids":{"openalex":"https://openalex.org/W7155525070","doi":"https://doi.org/10.1016/j.asoc.2026.115303"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115303","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115303","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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/A5031259310","display_name":"Jianguo Miao","orcid":"https://orcid.org/0000-0003-1618-0301"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianguo Miao","raw_affiliation_strings":["Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","School of Automation, Chongqing University of Posts and Telecommunications, Chongqing 400065, China"],"raw_orcid":"https://orcid.org/0000-0003-1618-0301","affiliations":[{"raw_affiliation_string":"Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"School of Automation, Chongqing University of Posts and Telecommunications, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103863475","display_name":"Man Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Dong","raw_affiliation_strings":["College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134526908","display_name":"Sheng Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Lu","raw_affiliation_strings":["College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134530576","display_name":"Renliang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renliang Zhang","raw_affiliation_strings":["Chongqing Zhizhan Gear Transmission Co., Ltd., Chongqing 402760, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Zhizhan Gear Transmission Co., Ltd., Chongqing 402760, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112336504","display_name":"Congying Deng","orcid":"https://orcid.org/0000-0002-3980-4351"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Congying Deng","raw_affiliation_strings":["College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China"],"raw_orcid":"https://orcid.org/0000-0002-3980-4351","affiliations":[{"raw_affiliation_string":"College of Integrated Circuits, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Key Laboratory of Big Data Intelligent Computing, Chongqing University of Posts and Telecommunications, Chongqing 400065, PR China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112336504"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5706272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"198","issue":null,"first_page":"115303","last_page":"115303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.2554999887943268,"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":0.2554999887943268,"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":0.0649000033736229,"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/T12676","display_name":"Machine Learning and ELM","score":0.05660000070929527,"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/kernel","display_name":"Kernel (algebra)","score":0.6208000183105469},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6021000146865845},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5967000126838684},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5616999864578247},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5267000198364258},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.491100013256073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744700014591217},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6208000183105469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6144999861717224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6021000146865845},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5967000126838684},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5616999864578247},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5267000198364258},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.491100013256073},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4546999931335449},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.37630000710487366},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.31290000677108765},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.29600000381469727},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115303","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115303","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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":29,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2115424819","https://openalex.org/W2412782625","https://openalex.org/W2791694051","https://openalex.org/W2887782657","https://openalex.org/W2925209208","https://openalex.org/W2946295020","https://openalex.org/W2947014533","https://openalex.org/W2967115638","https://openalex.org/W2978140629","https://openalex.org/W3015801892","https://openalex.org/W3019762726","https://openalex.org/W3035248878","https://openalex.org/W3049325489","https://openalex.org/W3109986797","https://openalex.org/W4225016315","https://openalex.org/W4312695356","https://openalex.org/W4327522799","https://openalex.org/W4362732946","https://openalex.org/W4385392099","https://openalex.org/W4387805832","https://openalex.org/W4388469925","https://openalex.org/W4391247724","https://openalex.org/W4391720998","https://openalex.org/W4395446371","https://openalex.org/W4399527692","https://openalex.org/W4400521083","https://openalex.org/W4407128784","https://openalex.org/W4410956207"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-04-25T00:00:00"}
