{"id":"https://openalex.org/W2059765444","doi":"https://doi.org/10.1109/icnc.2011.6022214","title":"Rolling force prediction based on PSO optimized support vector regression","display_name":"Rolling force prediction based on PSO optimized support vector regression","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2059765444","doi":"https://doi.org/10.1109/icnc.2011.6022214","mag":"2059765444"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2011.6022214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-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/A5006279672","display_name":"Dongsheng Wu","orcid":"https://orcid.org/0000-0001-5256-8800"},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wu Dongsheng","raw_affiliation_strings":["College of Optical and Electrical Engineering, Changchun University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Optical and Electrical Engineering, Changchun University of Science and Technology, China","institution_ids":["https://openalex.org/I106645853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103665035","display_name":"Yang Qing","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Qing","raw_affiliation_strings":["College of Optical and Electrical Engineering, Changchun University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Optical and Electrical Engineering, Changchun University of Science and Technology, China","institution_ids":["https://openalex.org/I106645853"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wang Dazhi","orcid":null},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Dazhi","raw_affiliation_strings":["College of Optical and Electrical Engineering, Changchun University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"College of Optical and Electrical Engineering, Changchun University of Science and Technology, China","institution_ids":["https://openalex.org/I106645853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006279672"],"corresponding_institution_ids":["https://openalex.org/I106645853"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15538493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":null,"first_page":"839","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.989300012588501,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.989300012588501,"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"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11201","display_name":"Metallurgy and Material Forming","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/support-vector-machine","display_name":"Support vector machine","score":0.6270497441291809},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5662429332733154},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5108947157859802},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4757023751735687},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4421220123767853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32702112197875977},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21129176020622253},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18374547362327576}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6270497441291809},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5662429332733154},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5108947157859802},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4757023751735687},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4421220123767853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32702112197875977},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21129176020622253},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18374547362327576}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2011.6022214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1973250019","https://openalex.org/W1985217088","https://openalex.org/W1986078433","https://openalex.org/W2006825483","https://openalex.org/W2039405369","https://openalex.org/W2093376526","https://openalex.org/W2113238782","https://openalex.org/W2149298154","https://openalex.org/W2152195021","https://openalex.org/W2154142492","https://openalex.org/W2156909104","https://openalex.org/W2165299997","https://openalex.org/W2348552665","https://openalex.org/W2382118932","https://openalex.org/W2402846924"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Rolling":[0],"force":[1,20],"prediction":[2,71,75,89],"is":[3,36,52,60],"very":[4],"important":[5],"in":[6],"hot":[7],"bar":[8,18],"rolling":[9,19],"process.":[10],"Aiming":[11],"at":[12],"the":[13,17,43,55,69,78,87],"problem":[14],"of":[15,25,58],"predicting":[16],"accurately,":[21],"an":[22],"optimal":[23,56],"approach":[24],"support":[26,44,79],"vector":[27,45,80],"regression":[28,46,81],"based":[29,41],"on":[30,42],"improved":[31],"particle":[32,49],"swarm":[33,50],"optimization":[34,51],"(PSO)":[35],"proposed.":[37],"A":[38],"mathematic":[39],"model":[40,72],"optimized":[47],"by":[48,62],"established,":[53],"and":[54,83],"parameter":[57],"which":[59],"searched":[61],"PSO.":[63],"The":[64],"experiment":[65],"results":[66,76],"shows":[67],"that":[68],"proposed":[70],"has":[73],"better":[74],"than":[77],"algorithm":[82],"BP-NN":[84],"algorithm,":[85],"increasing":[86],"average":[88],"accuracy":[90],"from":[91],"78.5%":[92],"to":[93],"94.1%.":[94]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
