{"id":"https://openalex.org/W2167013307","doi":"https://doi.org/10.1109/icarcv.2010.5707799","title":"Predicting amount of saleable products using neural network metamodels of casthouses","display_name":"Predicting amount of saleable products using neural network metamodels of casthouses","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2167013307","doi":"https://doi.org/10.1109/icarcv.2010.5707799","mag":"2167013307"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2010.5707799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2010.5707799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 11th International Conference on Control Automation Robotics &amp; Vision","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/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109097718","display_name":"Doug Creighton","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Doug Creighton","raw_affiliation_strings":["CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072328256","display_name":"Bruce Gunn","orcid":"https://orcid.org/0000-0002-1190-2435"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bruce Gunn","raw_affiliation_strings":["CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"CAST Cooperative Research Centre, Centre of Intelligent Systems Research (CISR), Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059557438"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.4645,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75652663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"2018","last_page":"2023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9539999961853027,"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/T10320","display_name":"Neural Networks and Applications","score":0.9539999961853027,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/metamodeling","display_name":"Metamodeling","score":0.8150588870048523},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7481638193130493},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6807780861854553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5710045099258423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.547204852104187},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5310283899307251},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45412200689315796},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4512278139591217},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.44069960713386536},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4163525700569153},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.371904194355011}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8150588870048523},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7481638193130493},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6807780861854553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5710045099258423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.547204852104187},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5310283899307251},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45412200689315796},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4512278139591217},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.44069960713386536},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4163525700569153},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.371904194355011},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icarcv.2010.5707799","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2010.5707799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 11th International Conference on Control Automation Robotics &amp; Vision","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30034529","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1529267578","https://openalex.org/W1554663460","https://openalex.org/W1558516341","https://openalex.org/W1985270437","https://openalex.org/W2009973967","https://openalex.org/W2033753530","https://openalex.org/W2034504910","https://openalex.org/W2035345434","https://openalex.org/W2036599383","https://openalex.org/W2041784261","https://openalex.org/W2043193190","https://openalex.org/W2044810911","https://openalex.org/W2047531831","https://openalex.org/W2076061767","https://openalex.org/W2091403348","https://openalex.org/W2099907194","https://openalex.org/W2137732159","https://openalex.org/W2140481308","https://openalex.org/W2165015367","https://openalex.org/W2920992713","https://openalex.org/W2970576388","https://openalex.org/W3122455945","https://openalex.org/W3143521404","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2080167534","https://openalex.org/W3146440365","https://openalex.org/W2011315860","https://openalex.org/W2140792736","https://openalex.org/W2280241695","https://openalex.org/W2130588191","https://openalex.org/W4239214709","https://openalex.org/W86865726","https://openalex.org/W1933534637","https://openalex.org/W2381102509"],"abstract_inverted_index":{"This":[0],"study":[1,61],"aims":[2],"at":[3],"developing":[4],"abstract":[5],"metamodels":[6,54,71,88,103,107,124],"for":[7,39,62,85],"approximating":[8],"highly":[9],"nonlinear":[10],"relationships":[11],"within":[12],"a":[13,90],"metal":[14],"casting":[15,18],"plant.":[16],"Metal":[17],"product":[19],"quality":[20,50],"nonlinearly":[21],"depends":[22],"on":[23],"many":[24],"controllable":[25],"and":[26,57,77,114,129],"uncontrollable":[27],"factors.":[28],"For":[29],"improving":[30],"the":[31,34,46,64,75,86,105,117,122,131],"productivity":[32],"of":[33,48,66,70,92,110],"system,":[35],"it":[36],"is":[37,72],"vital":[38],"operation":[40],"planners":[41],"to":[42,116],"predict":[43],"in":[44,59,108],"advance":[45],"amount":[47,65],"high":[49],"products.":[51,68],"Neural":[52],"networks":[53],"are":[55,83,125],"developed":[56,87],"applied":[58],"this":[60],"predicting":[63],"saleable":[67],"Training":[69],"done":[73],"using":[74],"Levenberg-Marquardt":[76],"Bayesian":[78],"learning":[79],"methods.":[80],"Statistical":[81],"measures":[82],"calculated":[84],"over":[89],"grid":[91],"neural":[93,101],"network":[94,102],"structures.":[95],"Demonstrated":[96],"results":[97,132],"indicate":[98],"that":[99],"Bayesian-based":[100],"outperform":[104],"Levenberg-Marquardt-based":[106],"terms":[109],"both":[111],"prediction":[112],"accuracy":[113],"robustness":[115],"metamodel":[118],"complexity.":[119],"In":[120],"contrast,":[121],"latter":[123],"computationally":[126],"less":[127],"expensive":[128],"generate":[130],"more":[133],"quickly.":[134]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
