{"id":"https://openalex.org/W4404628032","doi":"https://doi.org/10.1109/access.2024.3504862","title":"Just in Time Transformers","display_name":"Just in Time Transformers","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404628032","doi":"https://doi.org/10.1109/access.2024.3504862"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3504862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504862","pdf_url":null,"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":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3504862","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092741168","display_name":"Ahmed Ala Eddine Benali","orcid":"https://orcid.org/0009-0007-8529-2338"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ahmed Ala Eddine Benali","raw_affiliation_strings":["Department of Engineering for Innovation, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0009-0007-8529-2338","affiliations":[{"raw_affiliation_string":"Department of Engineering for Innovation, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077589329","display_name":"Massimo Cafaro","orcid":"https://orcid.org/0000-0003-1118-7109"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Cafaro","raw_affiliation_strings":["Department of Engineering for Innovation, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1118-7109","affiliations":[{"raw_affiliation_string":"Department of Engineering for Innovation, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079559754","display_name":"Italo Epicoco","orcid":"https://orcid.org/0000-0002-6408-1335"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Italo Epicoco","raw_affiliation_strings":["Department of Engineering for Innovation, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6408-1335","affiliations":[{"raw_affiliation_string":"Department of Engineering for Innovation, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067466358","display_name":"Marco Pulimeno","orcid":"https://orcid.org/0000-0002-4201-1504"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Pulimeno","raw_affiliation_strings":["Department of Engineering for Innovation, University of Salento, Lecce, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4201-1504","affiliations":[{"raw_affiliation_string":"Department of Engineering for Innovation, University of Salento, Lecce, Italy","institution_ids":["https://openalex.org/I142910587"]}]},{"author_position":"last","author":{"id":null,"display_name":"Enrico Junior Schioppa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132533","display_name":"Datamat (Italy)","ror":"https://ror.org/03pcn5m15","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210132533"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Junior Schioppa","raw_affiliation_strings":["Research and Development, Inmatica S.p.A, Rome, Italy","Inmatica S.p.A. – Research and Development, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Development, Inmatica S.p.A, Rome, Italy","institution_ids":["https://openalex.org/I4210132533"]},{"raw_affiliation_string":"Inmatica S.p.A. – Research and Development, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3806,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5463065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"178751","last_page":"178767"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.7501999735832214,"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":0.7501999735832214,"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/T10603","display_name":"Smart Grid Energy Management","score":0.1111999973654747,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.027400000020861626,"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":0.5527533292770386},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.43529871106147766},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.24758803844451904},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.12894272804260254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12550044059753418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5527533292770386},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.43529871106147766},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24758803844451904},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.12894272804260254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12550044059753418}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3504862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504862","pdf_url":null,"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:doaj.org/article:27dad3f3a14a49ed9ad0bab01d4bbab5","is_oa":true,"landing_page_url":"https://doaj.org/article/27dad3f3a14a49ed9ad0bab01d4bbab5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 178751-178767 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3504862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3504862","pdf_url":null,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1679732397","https://openalex.org/W1881999183","https://openalex.org/W1967909866","https://openalex.org/W1969469220","https://openalex.org/W1977556410","https://openalex.org/W2064675550","https://openalex.org/W2112796928","https://openalex.org/W2210858887","https://openalex.org/W2327401273","https://openalex.org/W2795211085","https://openalex.org/W2797542407","https://openalex.org/W2802491896","https://openalex.org/W2890188851","https://openalex.org/W2892009249","https://openalex.org/W2892548501","https://openalex.org/W2904810330","https://openalex.org/W2913226484","https://openalex.org/W2939091636","https://openalex.org/W2963188571","https://openalex.org/W2963925437","https://openalex.org/W2965791322","https://openalex.org/W2996426557","https://openalex.org/W3088382784","https://openalex.org/W3089994530","https://openalex.org/W3090661556","https://openalex.org/W3105031020","https://openalex.org/W3116475140","https://openalex.org/W3133836897","https://openalex.org/W3135137600","https://openalex.org/W3138516171","https://openalex.org/W3145004415","https://openalex.org/W3164826854","https://openalex.org/W3171884590","https://openalex.org/W3177318507","https://openalex.org/W3195316770","https://openalex.org/W4205809857","https://openalex.org/W4211123552","https://openalex.org/W4239510810","https://openalex.org/W4281936363","https://openalex.org/W4297515073","https://openalex.org/W4308100766","https://openalex.org/W4320919940","https://openalex.org/W4327773145","https://openalex.org/W4366387560","https://openalex.org/W4385245566","https://openalex.org/W4385763767","https://openalex.org/W4386432484","https://openalex.org/W4387730222","https://openalex.org/W4390806666","https://openalex.org/W4391309429","https://openalex.org/W4391540015","https://openalex.org/W4392529708","https://openalex.org/W4392667636","https://openalex.org/W4400762160","https://openalex.org/W6755207826","https://openalex.org/W6773071120","https://openalex.org/W6779902714","https://openalex.org/W6786795057","https://openalex.org/W6857279128","https://openalex.org/W6861940852"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Precise":[0],"energy":[1,15,28,66,94,126,139],"load":[2],"forecasting":[3,19,96,102],"in":[4],"residential":[5],"households":[6],"is":[7],"crucial":[8],"for":[9,42],"mitigating":[10],"carbon":[11],"emissions":[12],"and":[13,23,128,137],"enhancing":[14],"efficiency;":[16],"indeed,":[17],"accurate":[18],"enables":[20],"utility":[21],"companies":[22],"policymakers,":[24],"who":[25],"advocate":[26],"sustainable":[27,130],"practices,":[29],"to":[30,57,64,100,124],"optimize":[31],"resource":[32],"utilization.":[33],"Moreover,":[34],"smart":[35,51,112],"meters":[36],"provide":[37],"valuable":[38],"information":[39],"by":[40],"allowing":[41],"granular":[43],"insights":[44],"into":[45,60],"consumption":[46,75,95],"patterns.":[47,76],"Building":[48],"upon":[49],"available":[50],"meter":[52,113],"data,":[53],"our":[54,108],"study":[55],"aims":[56],"cluster":[58],"consumers":[59],"distinct":[61],"groups":[62],"according":[63],"their":[65],"usage":[67],"behaviours,":[68],"effectively":[69],"capturing":[70],"a":[71,85],"diverse":[72],"spectrum":[73],"of":[74,120,135],"Next,":[77],"we":[78],"design":[79],"JITtrans":[80],"(Just":[81],"In":[82],"Time":[83],"transformer),":[84],"novel":[86],"transformer":[87],"deep":[88],"learning":[89],"model":[90],"that":[91],"significantly":[92],"improves":[93],"accuracy,":[97],"with":[98],"respect":[99],"traditional":[101],"methods.":[103],"Extensive":[104],"experimental":[105],"results":[106],"validate":[107],"claims":[109],"using":[110],"proprietary":[111],"data.":[114],"Our":[115],"findings":[116],"highlight":[117],"the":[118,133],"potential":[119],"advanced":[121],"predictive":[122],"technologies":[123],"revolutionize":[125],"management":[127],"advance":[129],"power":[131],"systems:":[132],"development":[134],"efficient":[136],"eco-friendly":[138],"solutions":[140],"critically":[141],"depends":[142],"on":[143],"such":[144],"technologies.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}