{"id":"https://openalex.org/W4387524550","doi":"https://doi.org/10.15439/2023f3874","title":"Use of Dynamic Neural Networks for Modeling Nonlinear Objects with Significant Nonlinearity","display_name":"Use of Dynamic Neural Networks for Modeling Nonlinear Objects with Significant Nonlinearity","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4387524550","doi":"https://doi.org/10.15439/2023f3874"},"language":"en","primary_location":{"id":"doi:10.15439/2023f3874","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f3874","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3874.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3874.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046747522","display_name":"\u041e\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440 \u0424\u043e\u043c\u0456\u043d","orcid":"https://orcid.org/0000-0002-8816-0652"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Oleksandr Fomin","raw_affiliation_strings":["Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine"],"affiliations":[{"raw_affiliation_string":"Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine","institution_ids":["https://openalex.org/I40179345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043270718","display_name":"Sergii Polozhaenko","orcid":null},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergii Polozhaenko","raw_affiliation_strings":["Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine"],"affiliations":[{"raw_affiliation_string":"Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine","institution_ids":["https://openalex.org/I40179345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062140728","display_name":"Valentyn Krykun","orcid":"https://orcid.org/0000-0002-3764-9255"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Valentyn Krykun","raw_affiliation_strings":["Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine"],"affiliations":[{"raw_affiliation_string":"Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine","institution_ids":["https://openalex.org/I40179345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074401578","display_name":"Andrii Orlov","orcid":"https://orcid.org/0000-0002-3256-5044"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Orlov","raw_affiliation_strings":["Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine"],"affiliations":[{"raw_affiliation_string":"Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine","institution_ids":["https://openalex.org/I40179345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039555870","display_name":"Andrii Prokofiev","orcid":"https://orcid.org/0000-0002-4520-4248"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Andrii Prokofiev","raw_affiliation_strings":["Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine"],"affiliations":[{"raw_affiliation_string":"Odess\u0430 Polytechnic National University, 1, Shevchenko Avenue, Odessa, Ukraine","institution_ids":["https://openalex.org/I40179345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046747522"],"corresponding_institution_ids":["https://openalex.org/I40179345"],"apc_list":null,"apc_paid":null,"fwci":0.112,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.30892212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"37","issue":null,"first_page":"97","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8708000183105469,"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":0.8708000183105469,"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/T14438","display_name":"Advanced Scientific Research Methods","score":0.8109999895095825,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.7842000126838684,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.8038716316223145},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.691206157207489},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349191665649414},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"Nonlinear dynamical systems","score":0.47857120633125305},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3647269606590271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2542043924331665},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10950842499732971},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08559373021125793}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.8038716316223145},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.691206157207489},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349191665649414},{"id":"https://openalex.org/C2983030100","wikidata":"https://www.wikidata.org/wiki/Q638328","display_name":"Nonlinear dynamical systems","level":3,"score":0.47857120633125305},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3647269606590271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2542043924331665},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10950842499732971},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08559373021125793},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2023f3874","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f3874","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3874.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:dcdbdde5316f404295675e0b93682170","is_oa":true,"landing_page_url":"https://doaj.org/article/dcdbdde5316f404295675e0b93682170","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 37, Pp 97-102 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2023f3874","is_oa":true,"landing_page_url":"http://dx.doi.org/10.15439/2023f3874","pdf_url":"https://annals-csis.org/proceedings/2023/drp/pdf/3874.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387524550.pdf","grobid_xml":"https://content.openalex.org/works/W4387524550.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W159151025","https://openalex.org/W606561187","https://openalex.org/W2018447577","https://openalex.org/W2092637211","https://openalex.org/W2094860153","https://openalex.org/W2110493987","https://openalex.org/W2119293059","https://openalex.org/W2120113977","https://openalex.org/W2149361972","https://openalex.org/W2150281031","https://openalex.org/W2158915179","https://openalex.org/W2191858886","https://openalex.org/W2326051152","https://openalex.org/W2517533242","https://openalex.org/W2589040647","https://openalex.org/W2589335312","https://openalex.org/W2618297244","https://openalex.org/W2918533547","https://openalex.org/W2985462853","https://openalex.org/W2991138092","https://openalex.org/W3082164767","https://openalex.org/W3115714286","https://openalex.org/W3127483310","https://openalex.org/W3199313474","https://openalex.org/W4205903454","https://openalex.org/W4210476659","https://openalex.org/W4298147702","https://openalex.org/W4310124530","https://openalex.org/W4313895409","https://openalex.org/W4367147913"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W1966008566","https://openalex.org/W2102512144","https://openalex.org/W2079574545","https://openalex.org/W4247979471","https://openalex.org/W2921182178","https://openalex.org/W2118964038"],"abstract_inverted_index":{"The":[0],"work":[1,20,66],"is":[2,21,46],"devoted":[3],"to":[4,22,142],"the":[5,19,24,39,50,55,65,69,72,75,81,90,98,102,105,124,127,130,144,147],"problem":[6],"of":[7,10,18,26,41,57,64,71,77,83,92,97,104,107,110,113,123,129,146],"nonlinear":[8,52,118,139],"modeling":[9,27],"objects":[11,29,115,136],"based":[12,154,163],"on":[13,155,164],"dynamic":[14,28,51,114,135],"neural":[15,34,60],"networks.The":[16,61],"aim":[17,45],"improve":[23,143],"accuracy":[25,76,145],"with":[30,116,137,152],"significant":[31],"nonlinearities":[32],"using":[33],"network":[35],"models,":[36],"and":[37,80],"identify":[38],"scope":[40],"their":[42],"effective":[43,108],"application.This":[44],"achieved":[47],"by":[48],"applying":[49],"models":[53,79,112,132,153],"in":[54,68,101,150],"form":[56],"time":[58],"delay":[59],"scientific":[62],"novelty":[63],"lies":[67,100],"determination":[70,103],"dependences":[73],"between":[74],"suggested":[78,111],"types":[82],"model":[84,93],"input":[85,94],"signals,":[86],"as":[87,89,160],"well":[88],"amplitudes":[91],"signals.Practical":[95],"usefulness":[96],"research":[99],"area":[106],"use":[109],"significantly":[117,138],"features,":[119],"such":[120,159],"us":[121],"saturation.Significance":[122],"obtained":[125],"results:":[126],"application":[128],"proposed":[131],"for":[133],"identification":[134,157],"characteristics":[140],"allows":[141],"modelling":[148],"process":[149],"comparison":[151],"deterministic":[156],"methods,":[158],"integro-power":[161],"series":[162],"multidimensional":[165],"weight":[166],"functions.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-10-10T00:00:00"}