{"id":"https://openalex.org/W4376122633","doi":"https://doi.org/10.1109/access.2023.3275095","title":"A Unifying Framework of Attention-Based Neural Load Forecasting","display_name":"A Unifying Framework of Attention-Based Neural Load Forecasting","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4376122633","doi":"https://doi.org/10.1109/access.2023.3275095"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3275095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275095","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10122506.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10122506.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100567751","display_name":"Jing Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jing Xiong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Santa Cruz, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100433414","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0001-7889-2676"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Santa Cruz, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Santa Cruz, CA, USA","institution_ids":["https://openalex.org/I185103710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100567751"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0334,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75713031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"51606","last_page":"51616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12368","display_name":"Grey System Theory Applications","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/computer-science","display_name":"Computer science","score":0.8381035923957825},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7600681781768799},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6092912554740906},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5967980623245239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5714312195777893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5058314800262451},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.44897499680519104},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.44553565979003906},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4316995143890381},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.401674747467041}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381035923957825},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7600681781768799},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6092912554740906},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5967980623245239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5714312195777893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5058314800262451},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.44897499680519104},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.44553565979003906},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4316995143890381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.401674747467041},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2023.3275095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275095","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10122506.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2305.05082","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.05082","pdf_url":"https://arxiv.org/pdf/2305.05082","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt8j6146sw","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/8j6146sw","pdf_url":"https://escholarship.org/content/qt8j6146sw/qt8j6146sw.pdf?t=rzjmj9","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:355b3e22a85148d994565206e69cb773","is_oa":true,"landing_page_url":"https://doaj.org/article/355b3e22a85148d994565206e69cb773","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":"IEEE Access, Vol 11, Pp 51606-51616 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3275095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3275095","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10122506.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308590","display_name":"University of California","ror":"https://ror.org/00pjdza24"},{"id":"https://openalex.org/F4320310688","display_name":"Center for Information Technology Research in the Interest of Society","ror":"https://ror.org/00zv0wd17"},{"id":"https://openalex.org/F4320315033","display_name":"Banatao Institute","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376122633.pdf","grobid_xml":"https://content.openalex.org/works/W4376122633.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W207758080","https://openalex.org/W1967690950","https://openalex.org/W1975027184","https://openalex.org/W1977587074","https://openalex.org/W2064675550","https://openalex.org/W2083172453","https://openalex.org/W2098207764","https://openalex.org/W2107878631","https://openalex.org/W2113890143","https://openalex.org/W2126831543","https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2157242615","https://openalex.org/W2157331557","https://openalex.org/W2159118434","https://openalex.org/W2165250079","https://openalex.org/W2165698076","https://openalex.org/W2174096604","https://openalex.org/W2183936775","https://openalex.org/W2296521892","https://openalex.org/W2426663208","https://openalex.org/W2490223215","https://openalex.org/W2581205918","https://openalex.org/W2613328025","https://openalex.org/W2737654582","https://openalex.org/W2754252319","https://openalex.org/W2756590575","https://openalex.org/W2781582701","https://openalex.org/W2794284562","https://openalex.org/W2805797750","https://openalex.org/W2808628700","https://openalex.org/W2883971393","https://openalex.org/W2884001105","https://openalex.org/W2917883546","https://openalex.org/W2949468773","https://openalex.org/W2949891635","https://openalex.org/W2963582338","https://openalex.org/W2964199361","https://openalex.org/W2964515763","https://openalex.org/W2965525929","https://openalex.org/W2971126087","https://openalex.org/W2984698916","https://openalex.org/W2997320470","https://openalex.org/W3015428797","https://openalex.org/W3043097943","https://openalex.org/W3092370488","https://openalex.org/W3108680670","https://openalex.org/W3125822518","https://openalex.org/W3126238986","https://openalex.org/W3129762955","https://openalex.org/W3177318507","https://openalex.org/W3196185220","https://openalex.org/W4385245566","https://openalex.org/W6644037052","https://openalex.org/W6679434410","https://openalex.org/W6679436768","https://openalex.org/W6685378868","https://openalex.org/W6686358049","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2108418243","https://openalex.org/W2127804977","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W2378211422","https://openalex.org/W3088304681","https://openalex.org/W1612029326"],"abstract_inverted_index":{"Accurate":[0],"load":[1,27,73,158],"forecasting":[2,115,159,169],"is":[3,69],"critical":[4,144],"for":[5,26],"reliable":[6],"and":[7,10,37,105,131,139],"efficient":[8],"planning":[9],"operation":[11],"of":[12,87],"electric":[13,157],"power":[14],"grids.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19,95],"propose":[20],"a":[21,44,62,72,79],"unifying":[22],"deep":[23],"learning":[24],"framework":[25,42,123,150],"forecasting,":[28],"which":[29,83,161],"includes":[30],"time-varying":[31],"feature":[32,107,136],"weighting,":[33],"hierarchical":[34,67,76],"temporal":[35,59],"attention,":[36],"feature-reinforced":[38],"error":[39,98,140],"correction.":[40],"Our":[41,149],"adopts":[43],"modular":[45],"design":[46],"with":[47,58,66,134],"good":[48],"generalization":[49],"capability.":[50],"First,":[51],"the":[52,85,103,113,135,156],"feature-weighting":[53],"mechanism":[54,138],"assigns":[55],"input":[56],"features":[57],"weights.":[60],"Second,":[61],"recurrent":[63],"encoder-decoder":[64],"structure":[65],"attention":[68,77],"developed":[70],"as":[71],"predictor.":[74],"The":[75],"enables":[78],"similar":[80],"day":[81],"selection,":[82],"re-evaluates":[84],"importance":[86],"historical":[88],"information":[89,109],"at":[90],"each":[91],"time":[92],"step.":[93],"Third,":[94],"develop":[96],"an":[97,152],"correction":[99,141],"module":[100,142],"that":[101,120],"explores":[102],"errors":[104],"learned":[106],"hidden":[108],"to":[110,145,155,166],"further":[111,164],"improve":[112],"model\u2019s":[114],"performance.":[116,148],"Experimental":[117],"results":[118],"demonstrate":[119],"our":[121],"proposed":[122],"outperforms":[124],"existing":[125],"methods":[126],"on":[127],"two":[128],"public":[129],"datasets":[130],"performance":[132],"metrics,":[133],"weighting":[137],"being":[143],"achieving":[146],"superior":[147],"provides":[151],"effective":[153],"solution":[154],"problem,":[160],"can":[162],"be":[163],"adapted":[165],"many":[167],"other":[168],"tasks.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
