{"id":"https://openalex.org/W3135778552","doi":"https://doi.org/10.1109/tcyb.2021.3055951","title":"A Multiscale Interactive Recurrent Network for Time-Series Forecasting","display_name":"A Multiscale Interactive Recurrent Network for Time-Series Forecasting","publication_year":2021,"publication_date":"2021-03-12","ids":{"openalex":"https://openalex.org/W3135778552","doi":"https://doi.org/10.1109/tcyb.2021.3055951","mag":"3135778552","pmid":"https://pubmed.ncbi.nlm.nih.gov/33710967"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3055951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3055951","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100607049","display_name":"Donghui Chen","orcid":"https://orcid.org/0009-0006-6660-4845"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Donghui Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411139","display_name":"Ling Chen","orcid":"https://orcid.org/0000-0003-1934-5992"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052676996","display_name":"Youdong Zhang","orcid":"https://orcid.org/0009-0000-8351-9091"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youdong Zhang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102000858","display_name":"Bo Wen","orcid":"https://orcid.org/0009-0002-3320-7190"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wen","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101661188","display_name":"Yang Cheng-hu","orcid":"https://orcid.org/0000-0002-1062-383X"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghu Yang","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100607049"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":3.2316,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92658211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"52","issue":"9","first_page":"8793","last_page":"8803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"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":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9916999936103821,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155748844146729},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7798666954040527},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6212911605834961},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5021505355834961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48759904503822327},{"id":"https://openalex.org/keywords/truncation","display_name":"Truncation (statistics)","score":0.4834628701210022},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42328619956970215},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4204269349575043},{"id":"https://openalex.org/keywords/multiscale-modeling","display_name":"Multiscale modeling","score":0.4166652262210846},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3695628046989441},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3522498607635498}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155748844146729},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7798666954040527},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6212911605834961},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5021505355834961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48759904503822327},{"id":"https://openalex.org/C106195933","wikidata":"https://www.wikidata.org/wiki/Q7847935","display_name":"Truncation (statistics)","level":2,"score":0.4834628701210022},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42328619956970215},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4204269349575043},{"id":"https://openalex.org/C141123601","wikidata":"https://www.wikidata.org/wiki/Q6935072","display_name":"Multiscale modeling","level":2,"score":0.4166652262210846},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3695628046989441},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3522498607635498},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2021.3055951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3055951","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:33710967","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33710967","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 cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1583088338","display_name":null,"funder_award_id":"2018YFB0505000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4895899906","display_name":null,"funder_award_id":"2020QNA5017","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1560739766","https://openalex.org/W1800356822","https://openalex.org/W1972732865","https://openalex.org/W2126777570","https://openalex.org/W2303675556","https://openalex.org/W2306394264","https://openalex.org/W2604847698","https://openalex.org/W2626194254","https://openalex.org/W2741097030","https://openalex.org/W2744043447","https://openalex.org/W2792764867","https://openalex.org/W2803620531","https://openalex.org/W2804005492","https://openalex.org/W2808535700","https://openalex.org/W2808955427","https://openalex.org/W2907856150","https://openalex.org/W2942048286","https://openalex.org/W2949468773","https://openalex.org/W2950032177","https://openalex.org/W2956480774","https://openalex.org/W2963726166","https://openalex.org/W2964010366","https://openalex.org/W2964758013","https://openalex.org/W2972392244","https://openalex.org/W2972862002","https://openalex.org/W2989439193","https://openalex.org/W2990351202","https://openalex.org/W2992790584","https://openalex.org/W3114077264","https://openalex.org/W4297692367","https://openalex.org/W6631190155","https://openalex.org/W6680587008","https://openalex.org/W6725939724","https://openalex.org/W6729216784","https://openalex.org/W6739901393","https://openalex.org/W6743485176","https://openalex.org/W6744262642","https://openalex.org/W6763309814","https://openalex.org/W6764398373"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W2355833770","https://openalex.org/W1985458517","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2378903222"],"abstract_inverted_index":{"Time-series":[0],"forecasting":[1],"is":[2,15],"a":[3,17,35,69,82,117],"key":[4,99],"component":[5],"in":[6],"the":[7,43,54,59,89,108,140],"automation":[8],"and":[9,103],"optimization":[10],"of":[11],"intelligent":[12],"applications.":[13],"It":[14],"not":[16],"trivial":[18],"task,":[19],"as":[20,34,114,116],"there":[21],"are":[22],"various":[23],"short-term":[24],"and/or":[25],"long-term":[26],"temporal":[27,55,124],"dependencies.":[28,125],"Multiscale":[29],"modeling":[30],"has":[31],"been":[32],"considered":[33],"promising":[36,136],"strategy":[37],"to":[38,52,75,87,106,121],"solve":[39],"this":[40,65],"problem.":[41],"However,":[42],"existing":[44],"multiscale":[45,62,70,78,94,112,123],"models":[46],"either":[47],"apply":[48],"an":[49],"implicit":[50],"way":[51],"model":[53,107,134],"dependencies":[56],"or":[57],"ignore":[58],"interrelationships":[60,110],"between":[61,111],"subseries.":[63,95],"In":[64],"article,":[66],"we":[67],"propose":[68],"interactive":[71],"recurrent":[72],"network":[73,86],"(MiRNN)":[74],"jointly":[76],"capture":[77,122],"patterns.":[79],"MiRNN":[80,96],"employs":[81],"deep":[83],"wavelet":[84],"decomposition":[85],"decompose":[88],"raw":[90],"time":[91],"series":[92],"into":[93],"introduces":[97],"three":[98],"strategies":[100],"(truncation,":[101],"initialization,":[102],"message":[104],"passing)":[105],"inherent":[109],"subseries,":[113],"well":[115],"dual-stage":[118],"attention":[119],"mechanism":[120],"Experiments":[126],"on":[127],"four":[128],"real-world":[129],"datasets":[130],"demonstrate":[131],"that":[132],"our":[133],"achieves":[135],"performance":[137],"compared":[138],"with":[139],"state-of-the-art":[141],"methods.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
