{"id":"https://openalex.org/W2589947035","doi":"https://doi.org/10.1007/978-3-319-53480-0_64","title":"Time Series Data Mining for Energy Prices Forecasting: An Application to Real Data","display_name":"Time Series Data Mining for Energy Prices Forecasting: An Application to Real Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2589947035","doi":"https://doi.org/10.1007/978-3-319-53480-0_64","mag":"2589947035"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-53480-0_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53480-0_64","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10071/14892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066770683","display_name":"Eliana Costa e Silva","orcid":"https://orcid.org/0000-0001-9757-6687"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Eliana Costa e Silva","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4800-058, Guimar\u00e3es, Portugal","Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4800-058, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039158668","display_name":"Ana Borges","orcid":"https://orcid.org/0000-0003-4244-5393"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ana Borges","raw_affiliation_strings":["Centro Algoritmi, University of Minho, 4800-058, Guimar\u00e3es, Portugal","Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal"],"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, University of Minho, 4800-058, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Centro Algoritmi, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081055970","display_name":"M. Filomena Teodoro","orcid":"https://orcid.org/0000-0002-7944-0134"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I921685582","display_name":"Portuguese Naval School","ror":"https://ror.org/01ev6gy70","country_code":"PT","type":"education","lineage":["https://openalex.org/I921685582"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Filomena Teodoro","raw_affiliation_strings":["CEMAT - CEMAT, Center for Computational and Stochastic Mathematics, Instituto Superior T\u00e9cnico, Universidade de Lisboa, 1048-001, Lisboa, Portugal","CINAV, Escola Naval - Marinha, 2810-001, Almada, Portugal","CINAV, Escola Naval - Marinha, Almada, Portugal","CEMAT - CEMAT, Center for Computational and Stochastic Mathematics, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"CEMAT - CEMAT, Center for Computational and Stochastic Mathematics, Instituto Superior T\u00e9cnico, Universidade de Lisboa, 1048-001, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"CINAV, Escola Naval - Marinha, 2810-001, Almada, Portugal","institution_ids":["https://openalex.org/I921685582"]},{"raw_affiliation_string":"CINAV, Escola Naval - Marinha, Almada, Portugal","institution_ids":["https://openalex.org/I921685582"]},{"raw_affiliation_string":"CEMAT - CEMAT, Center for Computational and Stochastic Mathematics, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003883522","display_name":"Marina Andrade","orcid":"https://orcid.org/0000-0001-5412-7144"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marina A. P. Andrade","raw_affiliation_strings":["ISCTE-IUL/UNIDE, 1649-026, Lisboa, Portugal","ISCTE-IUL/UNIDE, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"ISCTE-IUL/UNIDE, 1649-026, Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"ISCTE-IUL/UNIDE, Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070385937","display_name":"Ricardo Covas","orcid":"https://orcid.org/0000-0002-6839-6078"},"institutions":[{"id":"https://openalex.org/I2802870671","display_name":"Energias de Portugal (Portugal)","ror":"https://ror.org/00praab34","country_code":"PT","type":"company","lineage":["https://openalex.org/I2802870671"]},{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Covas","raw_affiliation_strings":["CMA - Centro de Matem\u00e1tica e Aplica\u00e7\u00f5es, Universidade Nova de Lisboa, 2829-516, Caparica, Portugal","EDP - Energias de Portugal, 1249-300, Lisboa, Portugal","CMA - Centro de Matem\u00e1tica e Aplica\u00e7\u00f5es, Universidade Nova de Lisboa, Caparica, Portugal","EDP - Energias de Portugal, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"CMA - Centro de Matem\u00e1tica e Aplica\u00e7\u00f5es, Universidade Nova de Lisboa, 2829-516, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]},{"raw_affiliation_string":"EDP - Energias de Portugal, 1249-300, Lisboa, Portugal","institution_ids":["https://openalex.org/I2802870671"]},{"raw_affiliation_string":"CMA - Centro de Matem\u00e1tica e Aplica\u00e7\u00f5es, Universidade Nova de Lisboa, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]},{"raw_affiliation_string":"EDP - Energias de Portugal, Lisboa, Portugal","institution_ids":["https://openalex.org/I2802870671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066770683"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":3.668,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92170747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"649","last_page":"658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9993000030517578,"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":0.9993000030517578,"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/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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9936000108718872,"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/autoregressive-model","display_name":"Autoregressive model","score":0.7622324228286743},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.694680392742157},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.6172001361846924},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6095062494277954},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6059457063674927},{"id":"https://openalex.org/keywords/vector-autoregression","display_name":"Vector autoregression","score":0.5651618838310242},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5585377216339111},{"id":"https://openalex.org/keywords/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.528740406036377},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5123640298843384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5122896432876587},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.4537407159805298},{"id":"https://openalex.org/keywords/electricity-price","display_name":"Electricity price","score":0.3977668583393097},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24675115942955017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13152173161506653},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11967605352401733}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7622324228286743},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.694680392742157},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6172001361846924},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6095062494277954},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6059457063674927},{"id":"https://openalex.org/C133029050","wikidata":"https://www.wikidata.org/wiki/Q385593","display_name":"Vector autoregression","level":2,"score":0.5651618838310242},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5585377216339111},{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.528740406036377},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5123640298843384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5122896432876587},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.4537407159805298},{"id":"https://openalex.org/C2983129042","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity price","level":3,"score":0.3977668583393097},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24675115942955017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13152173161506653},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11967605352401733},{"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/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-53480-0_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-53480-0_64","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/14892","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/14892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"}],"best_oa_location":{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/14892","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/14892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference object"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1603504606","https://openalex.org/W2024155197","https://openalex.org/W2066787140","https://openalex.org/W2070808135","https://openalex.org/W2089217930","https://openalex.org/W2106595237","https://openalex.org/W2123228377","https://openalex.org/W2126831543","https://openalex.org/W2206621832","https://openalex.org/W2276378382","https://openalex.org/W2513413383"],"related_works":["https://openalex.org/W3196086590","https://openalex.org/W2387245157","https://openalex.org/W3197822338","https://openalex.org/W2347295811","https://openalex.org/W2064935910","https://openalex.org/W2349019353","https://openalex.org/W2390042623","https://openalex.org/W2391651494","https://openalex.org/W4317382658","https://openalex.org/W2162537764"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}