{"id":"https://openalex.org/W3119667943","doi":"https://doi.org/10.1007/978-3-030-66981-2_9","title":"Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods","display_name":"Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3119667943","doi":"https://doi.org/10.1007/978-3-030-66981-2_9","mag":"3119667943"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-66981-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66981-2_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5059013633","display_name":"Christoph Scholz","orcid":"https://orcid.org/0000-0002-8719-8261"},"institutions":[{"id":"https://openalex.org/I4210159473","display_name":"Fraunhofer Institute for Energy Economics and Energy System Technology","ror":"https://ror.org/05ptp9d64","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210159473","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Scholz","raw_affiliation_strings":["Fraunhofer IEE, 34119, Kassel, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8719-8261","affiliations":[{"raw_affiliation_string":"Fraunhofer IEE, 34119, Kassel, Germany","institution_ids":["https://openalex.org/I4210159473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038589728","display_name":"Malte Lehna","orcid":"https://orcid.org/0000-0003-0621-1442"},"institutions":[{"id":"https://openalex.org/I4210159473","display_name":"Fraunhofer Institute for Energy Economics and Energy System Technology","ror":"https://ror.org/05ptp9d64","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210159473","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Malte Lehna","raw_affiliation_strings":["Fraunhofer IEE, 34119, Kassel, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0621-1442","affiliations":[{"raw_affiliation_string":"Fraunhofer IEE, 34119, Kassel, Germany","institution_ids":["https://openalex.org/I4210159473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037797155","display_name":"Katharina Brauns","orcid":"https://orcid.org/0000-0002-9470-1611"},"institutions":[{"id":"https://openalex.org/I4210159473","display_name":"Fraunhofer Institute for Energy Economics and Energy System Technology","ror":"https://ror.org/05ptp9d64","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210159473","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Brauns","raw_affiliation_strings":["Fraunhofer IEE, 34119, Kassel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IEE, 34119, Kassel, Germany","institution_ids":["https://openalex.org/I4210159473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091226623","display_name":"Andr\u00e9 Baier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159473","display_name":"Fraunhofer Institute for Energy Economics and Energy System Technology","ror":"https://ror.org/05ptp9d64","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210159473","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Baier","raw_affiliation_strings":["Fraunhofer IEE, 34119, Kassel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer IEE, 34119, Kassel, Germany","institution_ids":["https://openalex.org/I4210159473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059013633"],"corresponding_institution_ids":["https://openalex.org/I4210159473"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.7566,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96283522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987000226974487,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.9934999942779541,"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":0.7504995465278625},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.6765691637992859},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.5907974243164062},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5469132661819458},{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.5367454290390015},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5225605368614197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5001242160797119},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.4693000912666321},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.45202940702438354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3999130129814148},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.36021187901496887},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10549688339233398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7504995465278625},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.6765691637992859},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.5907974243164062},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5469132661819458},{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.5367454290390015},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5225605368614197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5001242160797119},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.4693000912666321},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.45202940702438354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3999130129814148},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36021187901496887},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10549688339233398},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-66981-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66981-2_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:fraunhofer.de:N-637771","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-637771.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IEE","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/411659","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/411659","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8199999928474426,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W307111212","https://openalex.org/W1498436455","https://openalex.org/W2064675550","https://openalex.org/W2295598076","https://openalex.org/W2464785945","https://openalex.org/W2517580759","https://openalex.org/W2735869980","https://openalex.org/W2766228243","https://openalex.org/W2779715338","https://openalex.org/W2886281675","https://openalex.org/W2896064754","https://openalex.org/W2899155315","https://openalex.org/W2911964244","https://openalex.org/W2921860615","https://openalex.org/W2963815651","https://openalex.org/W2975391820","https://openalex.org/W2983460104","https://openalex.org/W2991596977","https://openalex.org/W3102151058","https://openalex.org/W3102476541","https://openalex.org/W3125461397"],"related_works":["https://openalex.org/W4400555014","https://openalex.org/W2347295811","https://openalex.org/W2028449551","https://openalex.org/W2088353375","https://openalex.org/W1996619742","https://openalex.org/W2536605339","https://openalex.org/W2034312879","https://openalex.org/W4389989272","https://openalex.org/W2990538238","https://openalex.org/W2055254344"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
