{"id":"https://openalex.org/W4383557556","doi":"https://doi.org/10.1016/j.eswa.2023.120935","title":"A multi-population particle swarm optimization-based time series predictive technique","display_name":"A multi-population particle swarm optimization-based time series predictive technique","publication_year":2023,"publication_date":"2023-07-07","ids":{"openalex":"https://openalex.org/W4383557556","doi":"https://doi.org/10.1016/j.eswa.2023.120935"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2023.120935","doi":"https://doi.org/10.1016/j.eswa.2023.120935","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.120935","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5045960556","display_name":"Cry Kuranga","orcid":"https://orcid.org/0000-0002-2801-6974","observed_orcids":["https://orcid.org/0000-0002-2801-6974"]},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Cry Kuranga","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, Lynnwood Road, Hillcrest, Pretoria 0002, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-2801-6974","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, Lynnwood Road, Hillcrest, Pretoria 0002, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073771957","display_name":"Tendai Shelton Muwani","orcid":"https://orcid.org/0000-0002-3981-5595","observed_orcids":["https://orcid.org/0000-0002-3981-5595"]},"institutions":[{"id":"https://openalex.org/I4405254191","display_name":"Manicaland State University of Applied Sciences","ror":"https://ror.org/01hgyd665","country_code":"ZW","type":"education","lineage":["https://openalex.org/I4405254191"]}],"countries":["ZW"],"is_corresponding":false,"raw_author_name":"Tendai S. Muwani","raw_affiliation_strings":["Department of Computer Science and Information Systems, Manicaland State University of Applied Sciences, Stair Guthrie Rd., Fernhill, P. Bag 7001, Mutare, Zimbabwe"],"raw_orcid":"https://orcid.org/0000-0002-3981-5595","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Manicaland State University of Applied Sciences, Stair Guthrie Rd., Fernhill, P. Bag 7001, Mutare, Zimbabwe","institution_ids":["https://openalex.org/I4405254191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002715506","display_name":"Njodzi Ranganai","orcid":"https://orcid.org/0000-0003-0451-1417","observed_orcids":["https://orcid.org/0000-0003-0451-1417"]},"institutions":[{"id":"https://openalex.org/I4405254191","display_name":"Manicaland State University of Applied Sciences","ror":"https://ror.org/01hgyd665","country_code":"ZW","type":"education","lineage":["https://openalex.org/I4405254191"]}],"countries":["ZW"],"is_corresponding":false,"raw_author_name":"Njodzi Ranganai","raw_affiliation_strings":["Department of Computer Science and Information Systems, Manicaland State University of Applied Sciences, Stair Guthrie Rd., Fernhill, P. Bag 7001, Mutare, Zimbabwe"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Systems, Manicaland State University of Applied Sciences, Stair Guthrie Rd., Fernhill, P. Bag 7001, Mutare, Zimbabwe","institution_ids":["https://openalex.org/I4405254191"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045960556"],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":2.0667,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.87148506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"233","issue":null,"first_page":"120935","last_page":"120935"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.7026000022888184,"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":0.7026000022888184,"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":0.14249999821186066,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.03869999945163727,"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/time-series-forecasting","display_name":"time series forecasting","score":0.8519999980926514},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.7630000114440918},{"id":"https://openalex.org/keywords/nonlinear-forecasting-models","display_name":"nonlinear prediction model","score":0.6869999766349792}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7610207796096802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025346159934998},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6260652542114258},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6197931170463562},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.49405625462532043},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48402732610702515},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4741356074810028},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44652417302131653},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42006075382232666},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41431209444999695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38490989804267883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3567447066307068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33680808544158936},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14796575903892517},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.eswa.2023.120935","doi":"https://doi.org/10.1016/j.eswa.2023.120935","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2023.120935","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-c","doyens","fnege-3","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},{"id":"pmh:oai:repository.up.ac.za:2263/95941","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/2263/95941","pdf_url":null,"source":{"id":"https://openalex.org/S4306401870","display_name":"UpSpace Institutional Repository (University of Pretoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I69552723","host_organization_name":"University of Pretoria","host_organization_lineage":["https://openalex.org/I69552723"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Postprint Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2020555424","https://openalex.org/W2021253236","https://openalex.org/W2031817829","https://openalex.org/W2032723753","https://openalex.org/W2039083805","https://openalex.org/W2090457102","https://openalex.org/W2101234009","https://openalex.org/W2256333367","https://openalex.org/W2320477162","https://openalex.org/W2611980620","https://openalex.org/W2794778778","https://openalex.org/W2808800115","https://openalex.org/W2890207295","https://openalex.org/W2894495420","https://openalex.org/W2909973217","https://openalex.org/W2911136345","https://openalex.org/W2913973577","https://openalex.org/W2942334036","https://openalex.org/W2947626232","https://openalex.org/W2954503794","https://openalex.org/W2962752580","https://openalex.org/W2986061801","https://openalex.org/W2997967197","https://openalex.org/W2999712306","https://openalex.org/W3017317785","https://openalex.org/W3030907323","https://openalex.org/W3084535629","https://openalex.org/W3107322298","https://openalex.org/W3119260152","https://openalex.org/W3134615786","https://openalex.org/W3160858967","https://openalex.org/W3164310557","https://openalex.org/W3183696185","https://openalex.org/W3203898572","https://openalex.org/W3206853280","https://openalex.org/W3213539407","https://openalex.org/W4238059783","https://openalex.org/W4248949446","https://openalex.org/W4283651605"],"related_works":["https://openalex.org/W4221108682","https://openalex.org/W1976295326","https://openalex.org/W7138044150","https://openalex.org/W2378583567","https://openalex.org/W2897981622","https://openalex.org/W3001781903","https://openalex.org/W2991839920","https://openalex.org/W4392575622","https://openalex.org/W3213539407","https://openalex.org/W2608923632"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-07-08T00:00:00"}
