{"id":"https://openalex.org/W2955780836","doi":"https://doi.org/10.1007/978-3-030-23946-6_1","title":"Energy Consumption Forecasting Using Ensemble Learning Algorithms","display_name":"Energy Consumption Forecasting Using Ensemble Learning Algorithms","publication_year":2019,"publication_date":"2019-06-25","ids":{"openalex":"https://openalex.org/W2955780836","doi":"https://doi.org/10.1007/978-3-030-23946-6_1","mag":"2955780836"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23946-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23946-6_1","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/10400.22/16797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363376","display_name":"Jose Silva","orcid":"https://orcid.org/0009-0001-8883-5488"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Jose Silva","raw_affiliation_strings":["GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005516592","display_name":"Isabel Pra\u00e7a","orcid":"https://orcid.org/0000-0002-2519-9859"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Pra\u00e7a","raw_affiliation_strings":["GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005325818","display_name":"Tiago Pinto","orcid":"https://orcid.org/0000-0001-8248-080X"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Tiago Pinto","raw_affiliation_strings":["GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"GECAD Research Group, Institute of Engineering, Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089283900","display_name":"Zita Vale","orcid":"https://orcid.org/0000-0002-4560-9544"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Zita Vale","raw_affiliation_strings":["Engineering Institute, Polytechnic of Porto, Porto, Portugal","Polytechnic of Porto (ISEP/IPP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Engineering Institute, Polytechnic of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"Polytechnic of Porto (ISEP/IPP), Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100363376"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":7.4237,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97573099,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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":1.0,"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":0.9950000047683716,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9925000071525574,"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/adaboost","display_name":"AdaBoost","score":0.8776003122329712},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.7515422105789185},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7217792272567749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6540790796279907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49744489789009094},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.47209638357162476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47003716230392456},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.46823614835739136},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4626999497413635},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.45113641023635864},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.43256378173828125},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.43200722336769104},{"id":"https://openalex.org/keywords/probabilistic-forecasting","display_name":"Probabilistic forecasting","score":0.42019760608673096},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4165571928024292},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29500436782836914},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2347547709941864},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14370763301849365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13536715507507324},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11934018135070801}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.8776003122329712},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.7515422105789185},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7217792272567749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6540790796279907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49744489789009094},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.47209638357162476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47003716230392456},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.46823614835739136},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4626999497413635},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.45113641023635864},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.43256378173828125},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.43200722336769104},{"id":"https://openalex.org/C122282355","wikidata":"https://www.wikidata.org/wiki/Q7246855","display_name":"Probabilistic forecasting","level":3,"score":0.42019760608673096},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4165571928024292},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29500436782836914},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2347547709941864},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14370763301849365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13536715507507324},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11934018135070801},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-23946-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23946-6_1","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:recipp.ipp.pt:10400.22/16797","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/16797","pdf_url":null,"source":{"id":"https://openalex.org/S4306401461","display_name":"The Scientific Repository of the Polytechnic Institute of Porto (Polytechnic Institute of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83863532","host_organization_name":"Polytechnic Institute of Porto","host_organization_lineage":["https://openalex.org/I83863532"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"book part"},{"id":"pmh:oai:zenodo.org:3480190","is_oa":true,"landing_page_url":"https://zenodo.org/record/3480190","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:recipp.ipp.pt:10400.22/16797","is_oa":true,"landing_page_url":"http://hdl.handle.net/10400.22/16797","pdf_url":null,"source":{"id":"https://openalex.org/S4306401461","display_name":"The Scientific Repository of the Polytechnic Institute of Porto (Polytechnic Institute of Porto)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83863532","host_organization_name":"Polytechnic Institute of Porto","host_organization_lineage":["https://openalex.org/I83863532"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"book part"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1571836963","https://openalex.org/W1678356000","https://openalex.org/W1720804347","https://openalex.org/W1988790447","https://openalex.org/W2036058553","https://openalex.org/W2055944366","https://openalex.org/W2058922249","https://openalex.org/W2070493638","https://openalex.org/W2101234009","https://openalex.org/W2214826232","https://openalex.org/W2591426394","https://openalex.org/W2769174254","https://openalex.org/W2786806645","https://openalex.org/W2793017755","https://openalex.org/W2904176988","https://openalex.org/W2914241229","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4382315444","https://openalex.org/W4233259193","https://openalex.org/W2600353413","https://openalex.org/W2432727369","https://openalex.org/W4390916549","https://openalex.org/W4381298925","https://openalex.org/W2794896638","https://openalex.org/W4285213578","https://openalex.org/W4320498733","https://openalex.org/W1790870804"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
