{"id":"https://openalex.org/W1537437752","doi":"https://doi.org/10.1007/978-3-642-02478-8_161","title":"Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets","display_name":"Experiments and Reference Models in Training Neural Networks for Short-Term Wind Power Forecasting in Electricity Markets","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1537437752","doi":"https://doi.org/10.1007/978-3-642-02478-8_161","mag":"1537437752"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02478-8_161","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_161","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":"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/A5068574916","display_name":"Juan Albino M\u00e9ndez P\u00e9rez","orcid":"https://orcid.org/0000-0003-2004-5989"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan M\u00e9ndez","raw_affiliation_strings":["Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074346045","display_name":"Javier Lorenzo-Navarro","orcid":"https://orcid.org/0000-0002-2834-2067"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Lorenzo","raw_affiliation_strings":["Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108141461","display_name":"M. Hern\u00e1ndez","orcid":"https://orcid.org/0000-0003-4685-0708"},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mario Hern\u00e1ndez","raw_affiliation_strings":["Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Systems(SIANI), Univ. Las Palmas de Gran Canaria, 35017, Las Palmas, Canary Islands, Spain","institution_ids":["https://openalex.org/I119635470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068574916"],"corresponding_institution_ids":["https://openalex.org/I119635470"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9673,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67818004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1288","last_page":"1295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9997000098228455,"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":0.9997000098228455,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9959999918937683,"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/T10320","display_name":"Neural Networks and Applications","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7507208585739136},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.599024772644043},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5927754640579224},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5092693567276001},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4937931001186371},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.46452438831329346},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.436014324426651},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.42657166719436646},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.41253572702407837},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.360340416431427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35400766134262085},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.33385205268859863},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29237446188926697},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10433211922645569}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7507208585739136},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.599024772644043},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5927754640579224},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5092693567276001},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4937931001186371},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.46452438831329346},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.436014324426651},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.42657166719436646},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.41253572702407837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.360340416431427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35400766134262085},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.33385205268859863},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29237446188926697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10433211922645569},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-02478-8_161","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_161","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:accedacris.ulpgc.es:10553/42866","is_oa":false,"landing_page_url":"http://hdl.handle.net/10553/42866","pdf_url":null,"source":{"id":"https://openalex.org/S4306400136","display_name":"Acceda (Universidad de Las Palmas de Gran Canaria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119635470","host_organization_name":"Universidad de Las Palmas de Gran Canaria","host_organization_lineage":["https://openalex.org/I119635470"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cabestany J., Sandoval F., Prieto A., Corchado J.M. (eds) Bio-Inspired Systems: Computational and Ambient Intelligence. IWANN 2009. Lecture Notes in Computer Science, vol 5517. Springer, Berlin, Heidelberg","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W78931549","https://openalex.org/W1581808154","https://openalex.org/W1586335931","https://openalex.org/W1802825888","https://openalex.org/W1986071519","https://openalex.org/W1992778383","https://openalex.org/W1996730695","https://openalex.org/W2061885427","https://openalex.org/W2087070363","https://openalex.org/W2088874310","https://openalex.org/W2088911425","https://openalex.org/W2107093743","https://openalex.org/W2108537597","https://openalex.org/W2111051539","https://openalex.org/W2112391641","https://openalex.org/W2148138104","https://openalex.org/W2156058397","https://openalex.org/W2249943365","https://openalex.org/W2256578114","https://openalex.org/W2489292218","https://openalex.org/W2605170521","https://openalex.org/W2625635259","https://openalex.org/W2986444355","https://openalex.org/W4298305272"],"related_works":["https://openalex.org/W2626641865","https://openalex.org/W2034182965","https://openalex.org/W3154413779","https://openalex.org/W2246158493","https://openalex.org/W2060606400","https://openalex.org/W2946066052","https://openalex.org/W2102851390","https://openalex.org/W2142241280","https://openalex.org/W4200305155","https://openalex.org/W1963538988"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-31T07:19:18.363097","created_date":"2025-10-10T00:00:00"}