{"id":"https://openalex.org/W4400336029","doi":"https://doi.org/10.1007/s10489-024-05649-x","title":"Ensemble based fully convolutional transformer network for time series classification","display_name":"Ensemble based fully convolutional transformer network for time series classification","publication_year":2024,"publication_date":"2024-07-04","ids":{"openalex":"https://openalex.org/W4400336029","doi":"https://doi.org/10.1007/s10489-024-05649-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05649-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05649-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5091109490","display_name":"Yilin Dong","orcid":"https://orcid.org/0000-0002-4441-3355"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yilin Dong","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101316150","display_name":"Yuzhuo Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhuo Xu","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031426337","display_name":"Ri\u2010Gui Zhou","orcid":"https://orcid.org/0000-0002-8894-8108"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rigui Zhou","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019495050","display_name":"Changming Zhu","orcid":"https://orcid.org/0000-0001-8747-8928"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changming Zhu","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642607","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-7249-698X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, No.1550, Haigang Avenu, Shanghai, 201306, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068956985","display_name":"Jiamin Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiamin Song","raw_affiliation_strings":["Shanghai Takemind Intelligent Technology Co., Ltd, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Takemind Intelligent Technology Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102502987","display_name":"Xinliang Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinliang Wu","raw_affiliation_strings":["Chinese Aeronautical Radio Electronics Research Institute, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Chinese Aeronautical Radio Electronics Research Institute, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091109490"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4806,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89898722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"54","issue":"19","first_page":"8800","last_page":"8819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9868000149726868,"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/T10320","display_name":"Neural Networks and Applications","score":0.9679999947547913,"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/computer-science","display_name":"Computer science","score":0.9150296449661255},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5792270302772522},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43987447023391724},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4390209913253784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4269234836101532},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4120398163795471},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33819112181663513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33416831493377686},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0652015209197998},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06287866830825806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9150296449661255},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5792270302772522},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43987447023391724},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4390209913253784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4269234836101532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4120398163795471},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33819112181663513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33416831493377686},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0652015209197998},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06287866830825806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05649-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05649-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3961311917","display_name":null,"funder_award_id":"62103258","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2623978803","https://openalex.org/W2972810968","https://openalex.org/W2986647026","https://openalex.org/W3034677259","https://openalex.org/W3083891030","https://openalex.org/W3107057812","https://openalex.org/W3109653641","https://openalex.org/W3117812662","https://openalex.org/W3186328757","https://openalex.org/W3204678774","https://openalex.org/W4206786411","https://openalex.org/W4211173354","https://openalex.org/W4286655675","https://openalex.org/W4293370656","https://openalex.org/W4296642354","https://openalex.org/W4306403664","https://openalex.org/W4312237470","https://openalex.org/W4312969792","https://openalex.org/W4317435497","https://openalex.org/W4317569241","https://openalex.org/W4383106791"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W4390822878","https://openalex.org/W96888382","https://openalex.org/W2041308758","https://openalex.org/W4386126592","https://openalex.org/W4392529072","https://openalex.org/W4394131749","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}