{"id":"https://openalex.org/W4387698289","doi":"https://doi.org/10.1109/acit58437.2023.10275506","title":"Comparative Performance of Algorithms for Inductive Modeling the Cooling Process of a Metal Casting","display_name":"Comparative Performance of Algorithms for Inductive Modeling the Cooling Process of a Metal Casting","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4387698289","doi":"https://doi.org/10.1109/acit58437.2023.10275506"},"language":"en","primary_location":{"id":"doi:10.1109/acit58437.2023.10275506","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58437.2023.10275506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5034956989","display_name":"Volodymyr Stepashko","orcid":"https://orcid.org/0000-0001-7882-3208"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Volodymyr Stepashko","raw_affiliation_strings":["Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077075180","display_name":"Yevheniya Savchenko-Syniakova","orcid":null},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yevheniya Savchenko-Syniakova","raw_affiliation_strings":["Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044075136","display_name":"Olha Moroz","orcid":"https://orcid.org/0000-0002-4920-4093"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olha Moroz","raw_affiliation_strings":["Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039097406","display_name":"Halyna Pidnebesna","orcid":"https://orcid.org/0000-0002-5735-9861"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Halyna Pidnebesna","raw_affiliation_strings":["Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050964418","display_name":"Olena Tokova","orcid":"https://orcid.org/0000-0002-0289-2810"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Tokova","raw_affiliation_strings":["Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department for Information,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information, Technologies of Inductive Modelling International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072469684","display_name":"Yaroslav M. Linder","orcid":"https://orcid.org/0000-0003-1076-9211"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]},{"id":"https://openalex.org/I4210113851","display_name":"Institute of Software Systems","ror":"https://ror.org/0258a2f50","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210113851"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yaroslav Linder","raw_affiliation_strings":["Systems International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department of Human-Machine,Kyiv,Ukraine","Department of Human-Machine, Systems International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Systems International Research and Training Centre for Information Technologies and Systems of the NAS and MES,Department of Human-Machine,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4210113851","https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department of Human-Machine, Systems International Research and Training Centre for Information Technologies and Systems of the NAS and MES, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210113851","https://openalex.org/I4387930277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034956989"],"corresponding_institution_ids":["https://openalex.org/I4387930277"],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5675569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"109","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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/sorting","display_name":"Sorting","score":0.7209292650222778},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.608156681060791},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5779201984405518},{"id":"https://openalex.org/keywords/group-method-of-data-handling","display_name":"Group method of data handling","score":0.5667546987533569},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.5620880126953125},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5550944209098816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5416635870933533},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.44170454144477844},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.4314480423927307},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4284954071044922},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3375988304615021}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7209292650222778},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608156681060791},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5779201984405518},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.5667546987533569},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.5620880126953125},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5550944209098816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5416635870933533},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.44170454144477844},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.4314480423927307},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4284954071044922},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3375988304615021},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit58437.2023.10275506","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58437.2023.10275506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1553939018","https://openalex.org/W2135046866","https://openalex.org/W2769325544","https://openalex.org/W2770839727","https://openalex.org/W2955156115","https://openalex.org/W2996657981","https://openalex.org/W4297897278","https://openalex.org/W4302564868","https://openalex.org/W4313412810"],"related_works":["https://openalex.org/W4256576576","https://openalex.org/W3090384609","https://openalex.org/W2739612537","https://openalex.org/W3194013178","https://openalex.org/W4249086404","https://openalex.org/W2790019364","https://openalex.org/W2349174696","https://openalex.org/W2360241746","https://openalex.org/W4313041667","https://openalex.org/W2101180564"],"abstract_inverted_index":{"Inductive":[0],"modeling":[1,81],"methods":[2,76],"have":[3,31,49],"repeatedly":[4],"demonstrated":[5],"their":[6,34],"effectiveness":[7],"in":[8],"various":[9,67],"problems":[10],"of":[11,22,65,80,85],"building":[12],"models":[13],"based":[14],"on":[15],"experimental":[16],"data.":[17],"Many":[18],"different":[19],"GMDH":[20,47,68],"algorithms":[21,48,69],"the":[23,63,71,78,82],"sorting":[24],"and":[25,56,73],"iterative":[26],"types":[27],"are":[28,38],"known":[29],"which":[30],"already":[32],"proved":[33],"efficiency,":[35],"but":[36],"they":[37],"constantly":[39],"being":[40],"improved.":[41],"To":[42],"date,":[43],"some":[44],"new":[45],"effective":[46],"been":[50],"developed,":[51],"for":[52],"example,":[53],"combinatorial-genetic,":[54],"correlation-rating":[55],"hybrid":[57],"iterative-genetic":[58],"algorithms.":[59],"The":[60],"paper":[61],"compares":[62],"results":[64],"applying":[66],"with":[70],"classical":[72],"Lasso":[74],"regression":[75],"to":[77],"problem":[79],"cooling":[83],"process":[84],"a":[86],"metal":[87],"casting.":[88]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
