{"id":"https://openalex.org/W2415134260","doi":"https://doi.org/10.1007/s12293-016-0195-0","title":"Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast","display_name":"Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast","publication_year":2016,"publication_date":"2016-06-15","ids":{"openalex":"https://openalex.org/W2415134260","doi":"https://doi.org/10.1007/s12293-016-0195-0","mag":"2415134260"},"language":"en","primary_location":{"id":"doi:10.1007/s12293-016-0195-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12293-016-0195-0","pdf_url":null,"source":{"id":"https://openalex.org/S125629831","display_name":"Memetic Computing","issn_l":"1865-9284","issn":["1865-9284","1865-9292"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Memetic Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067997661","display_name":"Chixin Xiao","orcid":"https://orcid.org/0000-0002-3911-7113"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Chixin Xiao","raw_affiliation_strings":["The Centre for Intelligent Electricity Networks, University of Newcastle,  Newcastle, NSW, 2308, Australia","The College of Information Engineering, Xiangtan University, Xiangtan, 411105, China","The School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, 2522, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3911-7113","affiliations":[{"raw_affiliation_string":"The Centre for Intelligent Electricity Networks, University of Newcastle,  Newcastle, NSW, 2308, Australia","institution_ids":[]},{"raw_affiliation_string":"The College of Information Engineering, Xiangtan University, Xiangtan, 411105, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"The School of Electrical, Computer and Telecommunications Engineering, University of Wollongong, Wollongong, NSW, 2522, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366084","display_name":"Zhao Yang Dong","orcid":"https://orcid.org/0000-0001-9659-0858"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zhaoyang Dong","raw_affiliation_strings":["The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013947981","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0002-0503-183X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650529","display_name":"Ke Meng","orcid":"https://orcid.org/0000-0002-1897-4917"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ke Meng","raw_affiliation_strings":["The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086198510","display_name":"Xun Zhou","orcid":"https://orcid.org/0000-0003-4930-6572"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xun Zhou","raw_affiliation_strings":["The Centre for Intelligent Electricity Networks, University of Newcastle,  Newcastle, NSW, 2308, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Centre for Intelligent Electricity Networks, University of Newcastle,  Newcastle, NSW, 2308, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100327327","display_name":"Xin Zhang","orcid":"https://orcid.org/0000-0001-5647-2777"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xin Zhang","raw_affiliation_strings":["The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Electrical and Information Engineering, University of Sydney, Sydney, NSW, 2006, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100366084"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":null,"fwci":7.5116,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97206989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"3","first_page":"223","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9968000054359436,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8771065473556519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7069467306137085},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.5735666751861572},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5732517242431641},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5471722483634949},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5342490077018738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5282066464424133},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49262887239456177},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48392945528030396},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45127031207084656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44717028737068176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1928381323814392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18505069613456726}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8771065473556519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069467306137085},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.5735666751861572},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5732517242431641},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5471722483634949},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5342490077018738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5282066464424133},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49262887239456177},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48392945528030396},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45127031207084656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44717028737068176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1928381323814392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18505069613456726},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":4,"locations":[{"id":"doi:10.1007/s12293-016-0195-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12293-016-0195-0","pdf_url":null,"source":{"id":"https://openalex.org/S125629831","display_name":"Memetic Computing","issn_l":"1865-9284","issn":["1865-9284","1865-9292"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Memetic Computing","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:eispapers-7231","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/eispapers/6201","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty of Engineering and Information Sciences - Papers: Part A","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/27752874","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:uon:29756","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1345983","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27752874","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1541288193","https://openalex.org/W1595159159","https://openalex.org/W1663973292","https://openalex.org/W1945057821","https://openalex.org/W1984530193","https://openalex.org/W1990938413","https://openalex.org/W1992102111","https://openalex.org/W1995451389","https://openalex.org/W2004585631","https://openalex.org/W2040604977","https://openalex.org/W2081749411","https://openalex.org/W2096071157","https://openalex.org/W2113244375","https://openalex.org/W2114471530","https://openalex.org/W2122040390","https://openalex.org/W2126709108","https://openalex.org/W2126831543","https://openalex.org/W2138260443","https://openalex.org/W2139626017","https://openalex.org/W2141695047","https://openalex.org/W2151661063","https://openalex.org/W2155482907","https://openalex.org/W2155529731","https://openalex.org/W2156194072","https://openalex.org/W2162145193","https://openalex.org/W2163572752","https://openalex.org/W3150435615","https://openalex.org/W4212863985"],"related_works":["https://openalex.org/W3005545942","https://openalex.org/W2356680598","https://openalex.org/W2348317328","https://openalex.org/W2385067961","https://openalex.org/W2966111772","https://openalex.org/W2299915012","https://openalex.org/W2394392475","https://openalex.org/W2383586764","https://openalex.org/W4327773935","https://openalex.org/W2069937987"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}