{"id":"https://openalex.org/W2806254145","doi":"https://doi.org/10.1007/s12652-018-0886-0","title":"Novel forecasting model based on improved wavelet transform, informative feature selection, and hybrid support vector machine on wind power forecasting","display_name":"Novel forecasting model based on improved wavelet transform, informative feature selection, and hybrid support vector machine on wind power forecasting","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2806254145","doi":"https://doi.org/10.1007/s12652-018-0886-0","mag":"2806254145"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-018-0886-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-018-0886-0","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},"type":"article","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/A5060861102","display_name":"Zhenling Liu","orcid":"https://orcid.org/0000-0002-4033-8941"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]},{"id":"https://openalex.org/I5795714","display_name":"Winona State University","ror":"https://ror.org/00kmxt141","country_code":"US","type":"education","lineage":["https://openalex.org/I5795714","https://openalex.org/I91221267"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Zhenling Liu","raw_affiliation_strings":["College of Engineering, Winona State University, Winona, MN, 55987, USA","School of Management, Henan University of Technology, Zhengzhou, Henan, 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Winona State University, Winona, MN, 55987, USA","institution_ids":["https://openalex.org/I5795714"]},{"raw_affiliation_string":"School of Management, Henan University of Technology, Zhengzhou, Henan, 450001, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005796914","display_name":"Mahdi Hajiali","orcid":"https://orcid.org/0000-0002-8095-3797"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdi Hajiali","raw_affiliation_strings":["Department of Computer Engineering and Information Technology, Amirkabir University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Information Technology, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040065655","display_name":"Amirhosein Torabi","orcid":null},"institutions":[{"id":"https://openalex.org/I39268498","display_name":"University of Isfahan","ror":"https://ror.org/05h9t7759","country_code":"IR","type":"education","lineage":["https://openalex.org/I39268498"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amirhosein Torabi","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Isfahan, Esfah\u0101n, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Isfahan, Esfah\u0101n, Iran","institution_ids":["https://openalex.org/I39268498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050190471","display_name":"Bahman Ahmadi","orcid":"https://orcid.org/0000-0002-1745-2228"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bahman Ahmadi","raw_affiliation_strings":["Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010982105","display_name":"Rolando Simoes","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rolando Simoes","raw_affiliation_strings":["Northeastern University, Boston, MA, 082715, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University, Boston, MA, 082715, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060861102"],"corresponding_institution_ids":["https://openalex.org/I36152291","https://openalex.org/I5795714"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":2.7491,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9091813,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"6","first_page":"1919","last_page":"1931"},"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/T10424","display_name":"Electric Power System Optimization","score":0.9965000152587891,"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":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.710159182548523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7098979949951172},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6403903365135193},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.581924319267273},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.55112624168396},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5483900904655457},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4934214651584625},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.48927876353263855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3975973427295685},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.39001792669296265},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38070163130760193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3671204745769501},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.35661250352859497},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.29774707555770874},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12426942586898804},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.12418383359909058},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08491826057434082}],"concepts":[{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.710159182548523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7098979949951172},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6403903365135193},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.581924319267273},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.55112624168396},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5483900904655457},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4934214651584625},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.48927876353263855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3975973427295685},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.39001792669296265},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38070163130760193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3671204745769501},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.35661250352859497},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.29774707555770874},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12426942586898804},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.12418383359909058},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08491826057434082},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12652-018-0886-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-018-0886-0","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/33094","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/33094","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1176983729","https://openalex.org/W1711412747","https://openalex.org/W1977682580","https://openalex.org/W1993943079","https://openalex.org/W2002098737","https://openalex.org/W2005324096","https://openalex.org/W2021566567","https://openalex.org/W2024620483","https://openalex.org/W2024692966","https://openalex.org/W2033980996","https://openalex.org/W2050683094","https://openalex.org/W2051838370","https://openalex.org/W2056398039","https://openalex.org/W2060606400","https://openalex.org/W2067718885","https://openalex.org/W2081749411","https://openalex.org/W2086590688","https://openalex.org/W2107886654","https://openalex.org/W2113350326","https://openalex.org/W2116742884","https://openalex.org/W2125014994","https://openalex.org/W2133604230","https://openalex.org/W2177031359","https://openalex.org/W2211877938","https://openalex.org/W2300781102","https://openalex.org/W2340247464","https://openalex.org/W2563961440","https://openalex.org/W2593452825","https://openalex.org/W2593983458","https://openalex.org/W2624201391","https://openalex.org/W2686419387","https://openalex.org/W2739283086","https://openalex.org/W2757500366","https://openalex.org/W2761561821","https://openalex.org/W2765668510","https://openalex.org/W2770618637","https://openalex.org/W2773209020","https://openalex.org/W2775516215","https://openalex.org/W2793060776","https://openalex.org/W2793915245","https://openalex.org/W2794139138","https://openalex.org/W2794393856","https://openalex.org/W2795785493","https://openalex.org/W2799080304","https://openalex.org/W2801961685"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W1969166468","https://openalex.org/W2291973775","https://openalex.org/W2122371747","https://openalex.org/W2116377213","https://openalex.org/W2069224524","https://openalex.org/W2378894046"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
