{"id":"https://openalex.org/W2921079421","doi":"https://doi.org/10.1007/978-3-030-15035-8_110","title":"Electricity Price Prediction by Enhanced Combination of Autoregression Moving Average and Kernal Extreme Learing Machine","display_name":"Electricity Price Prediction by Enhanced Combination of Autoregression Moving Average and Kernal Extreme Learing Machine","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921079421","doi":"https://doi.org/10.1007/978-3-030-15035-8_110","mag":"2921079421"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-15035-8_110","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15035-8_110","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069860096","display_name":"Sahibzada Muhammad Shuja","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Sahibzada Muhammad Shuja","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055380996","display_name":"Nadeem Javaid","orcid":"https://orcid.org/0000-0003-3777-8249"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadeem Javaid","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084521751","display_name":"Sajjad Khan","orcid":"https://orcid.org/0000-0002-6608-5065"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sajjad Khan","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055425283","display_name":"Umair Sarfraz","orcid":"https://orcid.org/0000-0002-1468-5018"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umair Sarfraz","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041835123","display_name":"Syed Hamza Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Syed Hamza Ali","raw_affiliation_strings":["COMSATS University Islamabad, Wah Campus, Wah Cantonment, 47040, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Wah Campus, Wah Cantonment, 47040, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103569968","display_name":"Muhammad Taha","orcid":"https://orcid.org/0009-0002-2290-8872"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Taha","raw_affiliation_strings":["COMSATS University Islamabad, Wah Campus, Wah Cantonment, 47040, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Wah Campus, Wah Cantonment, 47040, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004305859","display_name":"Tahir Mehmood","orcid":"https://orcid.org/0000-0001-9775-8093"},"institutions":[{"id":"https://openalex.org/I59225215","display_name":"Bahria University","ror":"https://ror.org/02v8d7770","country_code":"PK","type":"education","lineage":["https://openalex.org/I59225215"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Tahir Mehmood","raw_affiliation_strings":["Bahria University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"Bahria University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I59225215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069860096"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04621234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1145","last_page":"1156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9977999925613403,"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/electricity-price-forecasting","display_name":"Electricity price forecasting","score":0.7042379975318909},{"id":"https://openalex.org/keywords/electricity-price","display_name":"Electricity price","score":0.6268250942230225},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.6148545742034912},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6120157837867737},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.611279308795929},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5788806676864624},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5662298202514648},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.5650981068611145},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.513687789440155},{"id":"https://openalex.org/keywords/vector-autoregression","display_name":"Vector autoregression","score":0.5097810626029968},{"id":"https://openalex.org/keywords/autoregressive\u2013moving-average-model","display_name":"Autoregressive\u2013moving-average model","score":0.4714772701263428},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4626615345478058},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.4439045786857605},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.424460232257843},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.28742122650146484},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2655661702156067},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2625998854637146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12250229716300964}],"concepts":[{"id":"https://openalex.org/C2781104810","wikidata":"https://www.wikidata.org/wiki/Q23580049","display_name":"Electricity price forecasting","level":4,"score":0.7042379975318909},{"id":"https://openalex.org/C2983129042","wikidata":"https://www.wikidata.org/wiki/Q870344","display_name":"Electricity price","level":3,"score":0.6268250942230225},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.6148545742034912},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6120157837867737},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.611279308795929},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5788806676864624},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5662298202514648},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.5650981068611145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.513687789440155},{"id":"https://openalex.org/C133029050","wikidata":"https://www.wikidata.org/wiki/Q385593","display_name":"Vector autoregression","level":2,"score":0.5097810626029968},{"id":"https://openalex.org/C74883015","wikidata":"https://www.wikidata.org/wiki/Q290467","display_name":"Autoregressive\u2013moving-average model","level":3,"score":0.4714772701263428},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4626615345478058},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.4439045786857605},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.424460232257843},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28742122650146484},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2655661702156067},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2625998854637146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12250229716300964},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"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:10.1007/978-3-030-15035-8_110","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-15035-8_110","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1990938413","https://openalex.org/W2015059050","https://openalex.org/W2044742906","https://openalex.org/W2089217930","https://openalex.org/W2134603844","https://openalex.org/W2271187934","https://openalex.org/W2313953460","https://openalex.org/W2650193915","https://openalex.org/W2750304600","https://openalex.org/W2772858445","https://openalex.org/W2781305435","https://openalex.org/W2786491011","https://openalex.org/W2793487491","https://openalex.org/W2799827709","https://openalex.org/W2904532824","https://openalex.org/W2907286062","https://openalex.org/W2923116074","https://openalex.org/W4229539396"],"related_works":["https://openalex.org/W2387245157","https://openalex.org/W2347295811","https://openalex.org/W2064935910","https://openalex.org/W2390042623","https://openalex.org/W2391651494","https://openalex.org/W4317382658","https://openalex.org/W4385788820","https://openalex.org/W2369447767","https://openalex.org/W2540431973","https://openalex.org/W2162537764"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}