{"id":"https://openalex.org/W4313427968","doi":"https://doi.org/10.1109/csit56902.2022.10000462","title":"Application of the Ontological Approach to the Iterative GMDH Algorithms Metamodel Construction","display_name":"Application of the Ontological Approach to the Iterative GMDH Algorithms Metamodel Construction","publication_year":2022,"publication_date":"2022-11-10","ids":{"openalex":"https://openalex.org/W4313427968","doi":"https://doi.org/10.1109/csit56902.2022.10000462"},"language":"en","primary_location":{"id":"doi:10.1109/csit56902.2022.10000462","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csit56902.2022.10000462","pdf_url":null,"source":{"id":"https://openalex.org/S4363608244","display_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","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/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":["International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yevgeniya Savchenko-Synyakova","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":"Yevgeniya Savchenko-Synyakova","raw_affiliation_strings":["International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"last","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":false,"raw_author_name":"Volodymyr Stepashko","raw_affiliation_strings":["International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies,Systems of the NAS and MES,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, Systems of the NAS and MES, International Research and Training Centre for Information Technologies, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34640869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"18","issue":null,"first_page":"576","last_page":"579"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9965999722480774,"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":0.9965999722480774,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9639999866485596,"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/metamodeling","display_name":"Metamodeling","score":0.8888778686523438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7486222982406616},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.70112544298172},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.5197319984436035},{"id":"https://openalex.org/keywords/group-method-of-data-handling","display_name":"Group method of data handling","score":0.4847423732280731},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43428298830986023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23617959022521973},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.15164658427238464},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1474079191684723}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8888778686523438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7486222982406616},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.70112544298172},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.5197319984436035},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.4847423732280731},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43428298830986023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23617959022521973},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15164658427238464},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1474079191684723}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit56902.2022.10000462","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csit56902.2022.10000462","pdf_url":null,"source":{"id":"https://openalex.org/S4363608244","display_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 17th International Conference on Computer Sciences and Information Technologies (CSIT)","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":11,"referenced_works":["https://openalex.org/W2019192014","https://openalex.org/W2052116093","https://openalex.org/W2103103282","https://openalex.org/W2118686428","https://openalex.org/W2141946577","https://openalex.org/W2769325544","https://openalex.org/W2791015448","https://openalex.org/W3092442218","https://openalex.org/W3201793036","https://openalex.org/W4256247950","https://openalex.org/W6748752188"],"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/W4231268542","https://openalex.org/W2289278832"],"abstract_inverted_index":{"Construction":[0],"of":[1,5,27,38,64,68,76,78,88],"an":[2,85],"ontological":[3,86],"metamodel":[4,20,87],"iterative":[6,39,56,89],"algorithms":[7,15,41,70,91],"is":[8,45],"proposed":[9],"to":[10,60],"structure":[11],"knowledge":[12],"about":[13],"these":[14,69],"and":[16,25],"their":[17],"implementation.":[18],"The":[19,36,53,81],"will":[21],"automate":[22],"the":[23,49,93],"design":[24],"use":[26],"specialized":[28],"software":[29],"for":[30],"solving":[31],"specific":[32],"applied":[33],"modeling":[34],"problems.":[35],"advantage":[37],"GMDH":[40,90],"over":[42],"combinatorial":[43],"ones":[44],"that":[46],"they":[47],"allow":[48],"big":[50],"datasets":[51],"processing.":[52],"known":[54],"generalized":[55],"algorithm,":[57],"allows":[58],"you":[59],"create":[61],"typical":[62],"architectures":[63],"previously":[65],"developed":[66,84],"modifications":[67],"when":[71],"setting":[72],"up":[73],"various":[74],"modes":[75],"operation":[77],"this":[79],"algorithm.":[80],"authors":[82],"have":[83],"using":[92],"Prot\u00e9g\u00e9":[94],"environment.":[95]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
