{"id":"https://openalex.org/W4406785545","doi":"https://doi.org/10.1007/s00521-024-10876-x","title":"Online forecasting using neighbor-based incremental learning for electricity markets","display_name":"Online forecasting using neighbor-based incremental learning for electricity markets","publication_year":2025,"publication_date":"2025-01-24","ids":{"openalex":"https://openalex.org/W4406785545","doi":"https://doi.org/10.1007/s00521-024-10876-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-10876-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10876-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10876-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10876-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054373442","display_name":"Laura Melgar-Garc\u00eda","orcid":"https://orcid.org/0000-0001-7609-0450"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"L. Melgar-Garc\u00eda","raw_affiliation_strings":["Department of Artificial Intelligence, Universidad Polit\u00e9cnica de Madrid, 28660, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Universidad Polit\u00e9cnica de Madrid, 28660, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032952434","display_name":"David Guti\u00e9rrez\u2010Avil\u00e9s","orcid":null},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Guti\u00e9rrez-Avil\u00e9s","raw_affiliation_strings":["Department of Computer Science, University of Seville, Avda. Reina Mercedes s/n, 41012, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Seville, Avda. Reina Mercedes s/n, 41012, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056290040","display_name":"Cristina Rubio-Escudero","orcid":"https://orcid.org/0000-0001-5732-9139"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Rubio-Escudero","raw_affiliation_strings":["Department of Computer Science, University of Seville, Avda. Reina Mercedes s/n, 41012, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Seville, Avda. Reina Mercedes s/n, 41012, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007453127","display_name":"Alicia Troncoso","orcid":"https://orcid.org/0000-0002-9801-7999"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Troncoso","raw_affiliation_strings":["Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Pablo de Olavide University, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054373442"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.3889,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79475318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"37","issue":"27","first_page":"22923","last_page":"22940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9973999857902527,"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/T10424","display_name":"Electric Power System Optimization","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.7650601863861084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6130173206329346},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5339796543121338},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45619896054267883},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4368918538093567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4243537485599518},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1734858751296997},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07616418600082397}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.7650601863861084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6130173206329346},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5339796543121338},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45619896054267883},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4368918538093567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4243537485599518},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1734858751296997},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07616418600082397},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-10876-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10876-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10876-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-10876-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-10876-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-10876-x.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6731524417","display_name":null,"funder_award_id":"PID2020","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7917908022","display_name":null,"funder_award_id":"PY20-00870","funder_id":"https://openalex.org/F4320321562","funder_display_name":"Consejer\u00eda de Econom\u00eda, Innovaci\u00f3n, Ciencia y Empleo, Junta de Andaluc\u00eda"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320321562","display_name":"Consejer\u00eda de Econom\u00eda, Innovaci\u00f3n, Ciencia y Empleo, Junta de Andaluc\u00eda","ror":"https://ror.org/03kak1729"},{"id":"https://openalex.org/F4320322138","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406785545.pdf","grobid_xml":"https://content.openalex.org/works/W4406785545.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1988580225","https://openalex.org/W2089217930","https://openalex.org/W2119938379","https://openalex.org/W2122646361","https://openalex.org/W2177959459","https://openalex.org/W2219140802","https://openalex.org/W2314050564","https://openalex.org/W2463227973","https://openalex.org/W2469851659","https://openalex.org/W2792578766","https://openalex.org/W2904313980","https://openalex.org/W2925311032","https://openalex.org/W2945637574","https://openalex.org/W2995450453","https://openalex.org/W3015089819","https://openalex.org/W3022325413","https://openalex.org/W3027495829","https://openalex.org/W3036059464","https://openalex.org/W3082055731","https://openalex.org/W3082441921","https://openalex.org/W3095824111","https://openalex.org/W3123793130","https://openalex.org/W3129995036","https://openalex.org/W3161625306","https://openalex.org/W3174771950","https://openalex.org/W3194368906","https://openalex.org/W3200229359","https://openalex.org/W3201232930","https://openalex.org/W3205106586","https://openalex.org/W4212963237","https://openalex.org/W4226226754","https://openalex.org/W4226427243","https://openalex.org/W4234934683","https://openalex.org/W4292387376","https://openalex.org/W4362636200","https://openalex.org/W4366131867","https://openalex.org/W4381511853","https://openalex.org/W4386737805","https://openalex.org/W4387005086"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Abstract":[0],"Electricity":[1],"market":[2,23,168],"forecasting":[3,66,100],"is":[4,117],"very":[5],"useful":[6],"for":[7,42,68,95,160],"the":[8,13,19,112,136,165],"different":[9,161],"actors":[10],"involved":[11],"in":[12,40,81,101,120],"energy":[14,26,151],"sector":[15],"to":[16,37,74,78,83,127,135,155],"plan":[17],"both":[18,69,125],"supply":[20],"chain":[21],"and":[22,35,61,71,76,86,98,130,140,157,171],"operation.":[24],"Nowadays,":[25],"demand":[27,45,70,97,152],"data":[28,30,51,80,159],"are":[29,169],"coming":[31],"from":[32,153,164],"smart":[33],"meters":[34],"have":[36,73,146],"be":[38],"processed":[39],"real-time":[41,65],"more":[43],"efficient":[44],"management.":[46],"In":[47],"addition,":[48],"electricity":[49,96,167],"prices":[50,72,99,158],"can":[52],"present":[53],"changes":[54,126],"over":[55],"time":[56,162],"such":[57],"as":[58],"new":[59,62,93,132],"patterns":[60,129,134],"trends.":[63],"Therefore,":[64],"algorithms":[67],"adapt":[75],"adjust":[77],"online":[79,122],"order":[82],"provide":[84],"timely":[85],"accurate":[87],"responses.":[88],"This":[89],"work":[90],"presents":[91],"a":[92,107],"algorithm":[94,105],"real-time.":[102],"The":[103],"proposed":[104],"generates":[106],"prediction":[108],"model":[109,144],"based":[110,143],"on":[111],"k-nearest":[113],"neighbors":[114],"algorithm,":[115],"which":[116],"incrementally":[118],"updated":[119],"an":[121],"scenario":[123],"considering":[124],"existing":[128],"adding":[131],"detected":[133],"model.":[137],"Both":[138],"time-frequency":[139],"error":[141],"threshold":[142],"updates":[145],"been":[147],"evaluated.":[148],"Results":[149],"using":[150],"2007":[154],"2016":[156],"periods":[163],"Spanish":[166],"reported":[170],"compared":[172],"with":[173],"other":[174],"benchmark":[175],"algorithms.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}