{"id":"https://openalex.org/W4392932470","doi":"https://doi.org/10.1109/tase.2024.3372711","title":"Distribution-Agnostic Probabilistic Few-Shot Learning for Multimodal Recognition and Prediction","display_name":"Distribution-Agnostic Probabilistic Few-Shot Learning for Multimodal Recognition and Prediction","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392932470","doi":"https://doi.org/10.1109/tase.2024.3372711","pmid":"https://pubmed.ncbi.nlm.nih.gov/40970098"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2024.3372711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3372711","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12443233/pdf/nihms-2054420.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100401387","display_name":"Di Wang","orcid":"https://orcid.org/0000-0001-7030-6521"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Di Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Industrial Engi-neering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Industrial Engi-neering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030183256","display_name":"Xiaochen Xian","orcid":"https://orcid.org/0000-0001-7099-2488"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaochen Xian","raw_affiliation_strings":["Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633220","display_name":"Haidong Li","orcid":"https://orcid.org/0000-0001-9939-7164"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haidong Li","raw_affiliation_strings":["Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Department of Management Science, School of Economics and Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100391562","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0003-4872-4860"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Industrial Engi-neering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Industrial Engi-neering and Management, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100401387"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":3.8946,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93132664,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":null,"first_page":"1941","last_page":"1957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11609","display_name":"Geophysical Methods and Applications","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9807000160217285,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.953000009059906,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.6900269389152527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6439054608345032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6156710982322693},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5473950505256653},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5207467079162598},{"id":"https://openalex.org/keywords/one-shot","display_name":"One shot","score":0.43654578924179077},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41953301429748535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1922319233417511}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6900269389152527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6439054608345032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6156710982322693},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5473950505256653},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5207467079162598},{"id":"https://openalex.org/C2992734406","wikidata":"https://www.wikidata.org/wiki/Q413267","display_name":"One shot","level":2,"score":0.43654578924179077},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41953301429748535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1922319233417511},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tase.2024.3372711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2024.3372711","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmid:40970098","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40970098","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on automation science and engineering : a publication of the IEEE Robotics and Automation Society","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12443233","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12443233/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12443233/pdf/nihms-2054420.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Autom Sci Eng","raw_type":"Text"},{"id":"pmh:oai:europepmc.org:11260026","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12443233","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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:pubmedcentral.nih.gov:12443233","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12443233/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12443233/pdf/nihms-2054420.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Autom Sci Eng","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1623366898","display_name":null,"funder_award_id":"2022YFB3402100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2290973705","display_name":null,"funder_award_id":"5R21EB033455-02","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4329745569","display_name":null,"funder_award_id":"72201006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6030158741","display_name":null,"funder_award_id":"R21EB033455","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7589322015","display_name":null,"funder_award_id":"72101148","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7727713306","display_name":null,"funder_award_id":"201006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392932470.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W809430598","https://openalex.org/W1972450020","https://openalex.org/W2016864600","https://openalex.org/W2025387494","https://openalex.org/W2027330308","https://openalex.org/W2047152377","https://openalex.org/W2113242816","https://openalex.org/W2463319845","https://openalex.org/W2465164134","https://openalex.org/W2471161958","https://openalex.org/W2591055632","https://openalex.org/W2601450892","https://openalex.org/W2742093937","https://openalex.org/W2772084711","https://openalex.org/W2798127201","https://openalex.org/W2808622270","https://openalex.org/W2898079602","https://openalex.org/W2908875359","https://openalex.org/W2909383239","https://openalex.org/W2951227672","https://openalex.org/W2952474821","https://openalex.org/W2963078860","https://openalex.org/W2963845150","https://openalex.org/W2964105864","https://openalex.org/W2999414995","https://openalex.org/W3034296706","https://openalex.org/W3034942609","https://openalex.org/W3081021266","https://openalex.org/W3086419524","https://openalex.org/W3092544670","https://openalex.org/W3111228415","https://openalex.org/W3137257446","https://openalex.org/W3163842339","https://openalex.org/W3169422999","https://openalex.org/W3203590283","https://openalex.org/W4238530616","https://openalex.org/W4239218596","https://openalex.org/W4240616498","https://openalex.org/W4281623203","https://openalex.org/W4289825120","https://openalex.org/W4320015917","https://openalex.org/W6717697761","https://openalex.org/W6735236233","https://openalex.org/W6736057607","https://openalex.org/W6742288159","https://openalex.org/W6752031173","https://openalex.org/W6752118638","https://openalex.org/W6783596713"],"related_works":["https://openalex.org/W2497720472","https://openalex.org/W4292659306","https://openalex.org/W3044321615","https://openalex.org/W4294892107","https://openalex.org/W2806221744","https://openalex.org/W2326937258","https://openalex.org/W394267150","https://openalex.org/W2773965352","https://openalex.org/W2357748469","https://openalex.org/W2392917037"],"abstract_inverted_index":{"Failure":[0],"mode":[1,70,105,145],"recognition":[2],"and":[3,54,71,103,131,133,146],"RUL":[4,74,101,149],"prediction":[5],"are":[6,32,93],"essential":[7],"in":[8,19,36,91],"prognostics":[9],"health":[10],"management":[11],"(PHM)":[12],"to":[13,40,49,60,86,160,163,170],"avoid":[14],"unexpected":[15],"failures":[16],"of":[17,46,75,107,128,150],"units":[18],"industrial":[20,37,167],"systems,":[21],"such":[22],"as":[23,94],"aircraft":[24],"gas":[25],"turbine":[26],"engines.":[27],"However,":[28],"insufficient":[29,80],"sensor":[30,42,81,98],"data":[31,106],"quite":[33],"common":[34],"issue":[35],"scenarios":[38,168],"due":[39,169],"expensive":[41],"deployment,":[43],"the":[44,68,73,88,111,115,120,125,135,143,148],"difficulty":[45],"installing":[47],"sensors":[48],"certain":[50],"special":[51],"mechanical":[52],"equipment,":[53],"so":[55],"on.":[56],"This":[57],"paper":[58],"aims":[59],"develop":[61],"a":[62,76,151],"FSL":[63],"method":[64,90,157],"that":[65],"jointly":[66],"recognize":[67,142],"failure":[69,104,129,144],"predict":[72,147],"unit":[77],"based":[78,123],"on":[79,124],"data.":[82,139],"The":[83,155],"four":[84],"steps":[85],"implement":[87],"proposed":[89,116,156],"practice":[92],"follows:":[95],"<i>First</i>,":[96],"collect":[97],"signal":[99],"data,":[100,102],"units.":[108],"<i>Second</i>,":[109],"construct":[110],"model":[112,136,177],"framework":[113],"via":[114],"MBMAML.":[117],"<i>Third</i>,":[118],"formulate":[119],"loss":[121],"function":[122],"probability":[126],"distributions":[127],"modes":[130],"RUL,":[132],"train":[134],"using":[137],"collected":[138],"<i>Fourth</i>,":[140],"adaptively":[141],"new":[152],"operating":[153],"unit.":[154],"is":[158],"expected":[159],"be":[161],"applicable":[162],"many":[164],"practical":[165],"few-shot":[166],"its":[171],"data-driven":[172],"neural":[173],"network":[174],"with":[175],"flexible":[176],"structure.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
