{"id":"https://openalex.org/W1482988379","doi":"https://doi.org/10.1007/978-3-642-24800-9_28","title":"Binding Statistical and Machine Learning Models for Short-Term Forecasting of Global Solar Radiation","display_name":"Binding Statistical and Machine Learning Models for Short-Term Forecasting of Global Solar Radiation","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1482988379","doi":"https://doi.org/10.1007/978-3-642-24800-9_28","mag":"1482988379"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-24800-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24800-9_28","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/A5033586750","display_name":"Llanos Mora\u2010L\u00f3pez","orcid":"https://orcid.org/0000-0001-6110-8726"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Llanos Mora-L\u00f3pez","raw_affiliation_strings":["Dpto. Lenguajes y C.Computacion, ETSI Inform\u00e1tica, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto. Lenguajes y C.Computacion, ETSI Inform\u00e1tica, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028072118","display_name":"I. Mart\u00ednez-Marchena","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ildefonso Mart\u00ednez-Marchena","raw_affiliation_strings":["Dpto. Lenguajes y C.Computacion, ETSI Inform\u00e1tica, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto. Lenguajes y C.Computacion, ETSI Inform\u00e1tica, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088558757","display_name":"Michel Piliougine","orcid":"https://orcid.org/0000-0002-8169-9727"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Michel Piliougine","raw_affiliation_strings":["Dpto F\u00edsica Aplicada II, E.Polit\u00e9cnica Superior, University of Malaga, Campus de Teatinos, 29071, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto F\u00edsica Aplicada II, E.Polit\u00e9cnica Superior, University of Malaga, Campus de Teatinos, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052523402","display_name":"M. Sidrach\u2010de\u2010Cardona","orcid":"https://orcid.org/0000-0002-7030-4232"},"institutions":[{"id":"https://openalex.org/I82767444","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28","country_code":"ES","type":"education","lineage":["https://openalex.org/I82767444"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mariano Sidrach-de-Cardona","raw_affiliation_strings":["Dpto F\u00edsica Aplicada II, E.Polit\u00e9cnica Superior, University of Malaga, Campus de Teatinos, 29071, M\u00e1laga, Spain"],"affiliations":[{"raw_affiliation_string":"Dpto F\u00edsica Aplicada II, E.Polit\u00e9cnica Superior, University of Malaga, Campus de Teatinos, 29071, M\u00e1laga, Spain","institution_ids":["https://openalex.org/I82767444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033586750"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.8696,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.92821488,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"294","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9979000091552734,"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":0.9979000091552734,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9879999756813049,"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"}},{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9625999927520752,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7374691963195801},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6185275316238403},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6057320833206177},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5214252471923828},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4971359074115753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4753313362598419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4354037642478943},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.42758578062057495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09452739357948303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7374691963195801},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6185275316238403},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6057320833206177},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5214252471923828},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4971359074115753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4753313362598419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4354037642478943},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.42758578062057495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09452739357948303},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-24800-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-24800-9_28","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"},{"score":0.44999998807907104,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1493971325","https://openalex.org/W1558639116","https://openalex.org/W1575450684","https://openalex.org/W1678889691","https://openalex.org/W1805472169","https://openalex.org/W1978888989","https://openalex.org/W2005382206","https://openalex.org/W2011227258","https://openalex.org/W2041723679","https://openalex.org/W2066539191","https://openalex.org/W2085751754","https://openalex.org/W2088429759","https://openalex.org/W2090452396","https://openalex.org/W2102716594","https://openalex.org/W2103983685","https://openalex.org/W2124503759","https://openalex.org/W2133121564","https://openalex.org/W2133671888","https://openalex.org/W2135511047","https://openalex.org/W2150399170","https://openalex.org/W2171997642","https://openalex.org/W2313953460","https://openalex.org/W2488758846","https://openalex.org/W2498138719","https://openalex.org/W2798056406","https://openalex.org/W4229539396","https://openalex.org/W4298069009"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W1919101720","https://openalex.org/W2330575325","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W3096145648","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
