{"id":"https://openalex.org/W4404207532","doi":"https://doi.org/10.1007/s40747-024-01630-w","title":"Multidimensional time series classification with multiple attention mechanism","display_name":"Multidimensional time series classification with multiple attention mechanism","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4404207532","doi":"https://doi.org/10.1007/s40747-024-01630-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01630-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01630-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01630-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01630-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100322185","display_name":"Chen Liu","orcid":"https://orcid.org/0000-0002-9447-6370"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Liu","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024358983","display_name":"Zihan Wei","orcid":"https://orcid.org/0000-0002-4153-5314"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihan Wei","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050615437","display_name":"Lixin Zhou","orcid":"https://orcid.org/0000-0002-9362-8117"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Zhou","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071222644","display_name":"Ying Shao","orcid":"https://orcid.org/0000-0002-7379-8266"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Shao","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology, Shanghai, 200000, China","institution_ids":["https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100322185"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":2.3908,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90149428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"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":0.96670001745224,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9406999945640564,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/mechanism","display_name":"Mechanism (biology)","score":0.7287731766700745},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6595180034637451},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6578168869018555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41447824239730835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32425564527511597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26699715852737427},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1518189013004303},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13978466391563416}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7287731766700745},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6595180034637451},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6578168869018555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41447824239730835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32425564527511597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26699715852737427},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1518189013004303},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13978466391563416},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01630-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01630-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01630-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c54b7b5325fe474cb11f4ad671ec2a44","is_oa":true,"landing_page_url":"https://doaj.org/article/c54b7b5325fe474cb11f4ad671ec2a44","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01630-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01630-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01630-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2429332021","display_name":null,"funder_award_id":"22CGL050","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G2942833053","display_name":null,"funder_award_id":"22CGL050","funder_id":"https://openalex.org/F4320327557","funder_display_name":"National Office for Philosophy and Social Sciences"}],"funders":[{"id":"https://openalex.org/F4320327281","display_name":"Jilin Office of Philosophy and Social Science","ror":null},{"id":"https://openalex.org/F4320327557","display_name":"National Office for Philosophy and Social Sciences","ror":"https://ror.org/04m0ms912"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404207532.pdf","grobid_xml":"https://content.openalex.org/works/W4404207532.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W119403003","https://openalex.org/W1137966534","https://openalex.org/W1903029394","https://openalex.org/W1968354112","https://openalex.org/W1979255715","https://openalex.org/W1981276685","https://openalex.org/W2008348094","https://openalex.org/W2018546346","https://openalex.org/W2026909728","https://openalex.org/W2095592746","https://openalex.org/W2097117768","https://openalex.org/W2099302229","https://openalex.org/W2136132422","https://openalex.org/W2164274563","https://openalex.org/W2194775991","https://openalex.org/W2551393996","https://openalex.org/W2593676900","https://openalex.org/W2613328025","https://openalex.org/W2752782242","https://openalex.org/W2754051771","https://openalex.org/W2799903018","https://openalex.org/W3034999176","https://openalex.org/W3085674933","https://openalex.org/W3094493488","https://openalex.org/W3108866920","https://openalex.org/W3119316801","https://openalex.org/W3161479876","https://openalex.org/W3213797046","https://openalex.org/W4366085639","https://openalex.org/W4367295875","https://openalex.org/W4386461762","https://openalex.org/W4386465411","https://openalex.org/W4390101428","https://openalex.org/W4390938901","https://openalex.org/W4391402146","https://openalex.org/W4391589287","https://openalex.org/W4391804869","https://openalex.org/W4391804898","https://openalex.org/W4391825734"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027"],"abstract_inverted_index":{"The":[0],"classification":[1,28,156],"of":[2,38,45,64,120,148],"multidimensional":[3,21,57,74,97,121,153],"time":[4,22,58,75,122,154],"series":[5,23,59,76,123,155],"holds":[6],"significant":[7],"importance":[8],"across":[9,47,114],"various":[10],"domains,":[11],"including":[12],"action":[13],"classification,":[14],"medical":[15],"diagnosis,":[16],"and":[17,99,117],"credit":[18],"assessment.":[19],"Within":[20],"data,":[24,98,124],"features":[25,46],"pertinent":[26],"to":[27,53,73,86,137],"exhibit":[29],"variance":[30],"in":[31,56],"their":[32],"positional":[33],"distribution":[34],"along":[35],"the":[36,39,42,62,87,134,139,146],"entirety":[37],"sequence.":[40],"Moreover,":[41],"relative":[43],"significance":[44],"distinct":[48],"dimensions":[49,119],"also":[50],"fluctuates,":[51],"contributing":[52],"suboptimal":[54],"performance":[55],"classification.":[60],"Consequently,":[61],"proposition":[63],"tailored":[65],"deep":[66],"learning":[67],"models":[68],"for":[69,93,111],"feature":[70,112],"extraction":[71,113],"specific":[72],"data":[77],"becomes":[78],"imperative.":[79],"This":[80],"paper":[81],"introduces":[82],"attention":[83,91,100,127,150],"mechanisms":[84,92,101,108,151],"applied":[85,102],"temporal":[88],"dimension,":[89],"graph":[90],"inter-dimensional":[94],"relationships":[95],"within":[96,133],"between":[103],"channels":[104],"post-convolutional":[105],"calculations.":[106],"These":[107],"are":[109],"deployed":[110],"temporal,":[115],"variational,":[116],"channel":[118],"respectively.":[125],"Furthermore,":[126],"is":[128],"directed":[129],"towards":[130],"inter-channel":[131],"interactions":[132],"squeeze-and-excitation":[135],"network":[136],"enhance":[138],"model\u2019s":[140],"representational":[141],"capacity.":[142],"Experimental":[143],"findings":[144],"substantiate":[145],"viability":[147],"integrating":[149],"into":[152],"endeavors.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}