{"id":"https://openalex.org/W2333821535","doi":"https://doi.org/10.1109/siu.2015.7129895","title":"Analysis of features used in short-term electricity price forecasting for deregulated markets","display_name":"Analysis of features used in short-term electricity price forecasting for deregulated markets","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2333821535","doi":"https://doi.org/10.1109/siu.2015.7129895","mag":"2333821535"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7129895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5034856736","display_name":"G\u00f6ksel Biricik","orcid":"https://orcid.org/0000-0002-4768-7431"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Goksel Biricik","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc Y\u0131ld\u0131z Teknik \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc Y\u0131ld\u0131z Teknik \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016788094","display_name":"Tolga O. Bozkurt","orcid":"https://orcid.org/0000-0003-0507-6875"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"O. Ozgur Bozkurt","raw_affiliation_strings":["Yildiz Teknik Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yildiz Teknik Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004808878","display_name":"Z. Cihan Taysi","orcid":"https://orcid.org/0000-0003-3916-7492"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Z. Cihan Taysi","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc Y\u0131ld\u0131z Teknik \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc Y\u0131ld\u0131z Teknik \u00dcniversitesi, \u0130stanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.26637977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"600","last_page":"603"},"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/T10424","display_name":"Electric Power System Optimization","score":0.9987999796867371,"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":0.9901999831199646,"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/electricity-market","display_name":"Electricity market","score":0.6680421829223633},{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.6379332542419434},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6024515628814697},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5789127349853516},{"id":"https://openalex.org/keywords/liberalization","display_name":"Liberalization","score":0.5421122312545776},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5310701727867126},{"id":"https://openalex.org/keywords/electricity-price","display_name":"Electricity price","score":0.5194703936576843},{"id":"https://openalex.org/keywords/economic-forecasting","display_name":"Economic forecasting","score":0.48667269945144653},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.4808250665664673},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.4166105091571808},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15157529711723328},{"id":"https://openalex.org/keywords/market-economy","display_name":"Market economy","score":0.08534485101699829}],"concepts":[{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.6680421829223633},{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.6379332542419434},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6024515628814697},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5789127349853516},{"id":"https://openalex.org/C58823610","wikidata":"https://www.wikidata.org/wiki/Q746418","display_name":"Liberalization","level":2,"score":0.5421122312545776},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5310701727867126},{"id":"https://openalex.org/C2983129042","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity price","level":3,"score":0.5194703936576843},{"id":"https://openalex.org/C163068380","wikidata":"https://www.wikidata.org/wiki/Q3409313","display_name":"Economic forecasting","level":2,"score":0.48667269945144653},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4808250665664673},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.4166105091571808},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15157529711723328},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.08534485101699829},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":1,"locations":[{"id":"doi:10.1109/siu.2015.7129895","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W65756643","https://openalex.org/W1558248242","https://openalex.org/W1985165445","https://openalex.org/W1985235794","https://openalex.org/W1993601879","https://openalex.org/W2049986915","https://openalex.org/W2072676818","https://openalex.org/W2089217930","https://openalex.org/W2098142388","https://openalex.org/W2135237851","https://openalex.org/W2144813697","https://openalex.org/W2145251512","https://openalex.org/W2171985965","https://openalex.org/W4253002607","https://openalex.org/W6681157089"],"related_works":["https://openalex.org/W2347295811","https://openalex.org/W2369447767","https://openalex.org/W2034312879","https://openalex.org/W2162537764","https://openalex.org/W2883617008","https://openalex.org/W2536605339","https://openalex.org/W4389989272","https://openalex.org/W2780445776","https://openalex.org/W2239264439","https://openalex.org/W1505507594"],"abstract_inverted_index":{"With":[0],"the":[1,4,18,51,74,80,90,102],"liberalization":[2],"of":[3,23,53,76,92],"Turkish":[5,70],"electricity":[6,11,66],"market,":[7],"accurately":[8],"forecasting":[9,68],"short-term":[10,65],"prices":[12,39,57,111],"became":[13],"an":[14],"important":[15],"issue":[16],"for":[17,69],"market":[19],"players.":[20],"Although":[21],"majority":[22],"price":[24,44,67],"estimation":[25],"studies":[26],"use":[27],"historical":[28,56,110],"prices,":[29],"it":[30],"is":[31,107],"known":[32],"that":[33,101],"factors":[34],"like":[35],"demand,":[36],"load,":[37],"fuel":[38],"and":[40,58,62,112],"weather":[41,60],"conditions":[42,61],"affect":[43],"forecasting.":[45],"In":[46],"this":[47],"study,":[48],"we":[49,88],"examine":[50],"impact":[52],"calendar":[54,108],"data,":[55,109],"loads,":[59],"currencies":[63],"on":[64,79,96],"market.":[71],"We":[72],"test":[73],"combinations":[75],"feature":[77,104],"subsets":[78],"feed":[81],"forward":[82],"neural":[83],"network":[84],"forecast":[85],"model.":[86],"Moreover,":[87],"observe":[89],"effect":[91],"training":[93],"set":[94],"size":[95],"forecast.":[97],"Our":[98],"results":[99],"indicate":[100],"best":[103],"subset":[105],"combination":[106],"load":[113],"prediction.":[114]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}