{"id":"https://openalex.org/W2615258857","doi":"https://doi.org/10.1007/978-3-319-59147-6_15","title":"Scalable Forecasting Techniques Applied to Big Electricity Time Series","display_name":"Scalable Forecasting Techniques Applied to Big Electricity Time Series","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2615258857","doi":"https://doi.org/10.1007/978-3-319-59147-6_15","mag":"2615258857"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59147-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59147-6_15","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/A5052323544","display_name":"A. Galicia","orcid":"https://orcid.org/0000-0002-0231-9379"},"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":true,"raw_author_name":"Antonio Galicia","raw_affiliation_strings":["Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047161373","display_name":"J. F. Torres","orcid":"https://orcid.org/0000-0001-7371-4352"},"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":"Jos\u00e9 F. Torres","raw_affiliation_strings":["Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015132867","display_name":"Francisco Mart\u00ednez\u2010\u00c1lvarez","orcid":"https://orcid.org/0000-0002-6309-1785"},"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":"Francisco Mart\u00ednez-\u00c1lvarez","raw_affiliation_strings":["Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"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":"Alicia Troncoso","raw_affiliation_strings":["Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, Universidad Pablo de Olavide, 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052323544"],"corresponding_institution_ids":["https://openalex.org/I95013407"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":13.7446,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99119879,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9984999895095825,"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":0.9984999895095825,"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/T10320","display_name":"Neural Networks and Applications","score":0.9976000189781189,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8192154169082642},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.777768611907959},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7430706024169922},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6435174942016602},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6054887771606445},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.600960910320282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5070469379425049},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4745517671108246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4641009569168091},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.45961305499076843},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.444945365190506},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4166805148124695},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.41054442524909973},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12033003568649292},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09165287017822266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07380151748657227}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8192154169082642},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.777768611907959},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7430706024169922},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6435174942016602},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6054887771606445},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.600960910320282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5070469379425049},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4745517671108246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4641009569168091},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.45961305499076843},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.444945365190506},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4166805148124695},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41054442524909973},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12033003568649292},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09165287017822266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07380151748657227},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59147-6_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59147-6_15","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1123101191","https://openalex.org/W1530955034","https://openalex.org/W1918839972","https://openalex.org/W2010462324","https://openalex.org/W2012609801","https://openalex.org/W2057923756","https://openalex.org/W2087295784","https://openalex.org/W2108263314","https://openalex.org/W2116762767","https://openalex.org/W2125816831","https://openalex.org/W2148239836","https://openalex.org/W2173213060","https://openalex.org/W2178310074","https://openalex.org/W2198465457","https://openalex.org/W2231104193","https://openalex.org/W2236871065","https://openalex.org/W2249907689","https://openalex.org/W2463227973","https://openalex.org/W2469851659","https://openalex.org/W2477834368","https://openalex.org/W2516280927","https://openalex.org/W2576683119","https://openalex.org/W2798058877","https://openalex.org/W2911964244","https://openalex.org/W2995564009","https://openalex.org/W4212962367"],"related_works":["https://openalex.org/W1828158523","https://openalex.org/W2047547195","https://openalex.org/W204175656","https://openalex.org/W2048488252","https://openalex.org/W4289884158","https://openalex.org/W4288365262","https://openalex.org/W2940614149","https://openalex.org/W3134489511","https://openalex.org/W2787485953","https://openalex.org/W3217432596"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
