{"id":"https://openalex.org/W4200211146","doi":"https://doi.org/10.1109/csit52700.2021.9648746","title":"Development of Artificial Neural Networks for Cyclohexane Oxidation Data Analysis","display_name":"Development of Artificial Neural Networks for Cyclohexane Oxidation Data Analysis","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W4200211146","doi":"https://doi.org/10.1109/csit52700.2021.9648746"},"language":"en","primary_location":{"id":"doi:10.1109/csit52700.2021.9648746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit52700.2021.9648746","pdf_url":null,"source":{"id":"https://openalex.org/S4363608067","display_name":"2021 IEEE 16th 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":"2021 IEEE 16th 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/A5052233336","display_name":"Taras Chaikivskyi","orcid":"https://orcid.org/0000-0002-1166-8749"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Taras Chaikivskyi","raw_affiliation_strings":["Institute of Chemistry and Chemical Technologies, Lviv Polytechnic National University, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Chemistry and Chemical Technologies, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041357160","display_name":"Valentyna Maliarenko","orcid":"https://orcid.org/0000-0003-4585-3114"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Valentyna Maliarenko","raw_affiliation_strings":["Educational and Scientific Center, \u201cInstitute of Biology and Medicine\u201d Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","Educational and Scientific Center, \"Institute of Biology and Medicine\" Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Educational and Scientific Center, \u201cInstitute of Biology and Medicine\u201d Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]},{"raw_affiliation_string":"Educational and Scientific Center, \"Institute of Biology and Medicine\" Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011852681","display_name":"Bohdan Sus","orcid":"https://orcid.org/0000-0002-2566-5530"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Bogdan Sus","raw_affiliation_strings":["Institute of High Technologies, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of High Technologies, Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040450045","display_name":"Oleksandr Bauzha","orcid":"https://orcid.org/0000-0002-4920-0631"},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Bauzha","raw_affiliation_strings":["Faculty of Radio Physics, Electronics and Computer Systems Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Radio Physics, Electronics and Computer Systems Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062779410","display_name":"Sergiy Zagorodnyuk","orcid":null},"institutions":[{"id":"https://openalex.org/I189238007","display_name":"Taras Shevchenko National University of Kyiv","ror":"https://ror.org/02aaqv166","country_code":"UA","type":"education","lineage":["https://openalex.org/I189238007"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergiy Zagorodnyuk","raw_affiliation_strings":["Faculty of Radio Physics, Electronics and Computer Systems Taras Shevchenko National University of Kyiv, Kyiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Radio Physics, Electronics and Computer Systems Taras Shevchenko National University of Kyiv, Kyiv, Ukraine","institution_ids":["https://openalex.org/I189238007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072879176","display_name":"Viktor Reutskyy","orcid":"https://orcid.org/0000-0002-7388-1115"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Viktor Reutskyy","raw_affiliation_strings":["Institute of Chemistry and Chemical Technologies, Lviv Polytechnic National University, Lviv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Chemistry and Chemical Technologies, Lviv Polytechnic National University, Lviv, Ukraine","institution_ids":["https://openalex.org/I98435010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2536,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51256932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2608","issue":null,"first_page":"25","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9930999875068665,"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":0.9930999875068665,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9623000025749207,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9620000123977661,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7784509658813477},{"id":"https://openalex.org/keywords/cyclohexane","display_name":"Cyclohexane","score":0.7303362488746643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5851655006408691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5825439095497131},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42539286613464355},{"id":"https://openalex.org/keywords/catalysis","display_name":"Catalysis","score":0.4179448187351227},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.2242400348186493},{"id":"https://openalex.org/keywords/organic-chemistry","display_name":"Organic chemistry","score":0.15937933325767517}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7784509658813477},{"id":"https://openalex.org/C2778237882","wikidata":"https://www.wikidata.org/wiki/Q211433","display_name":"Cyclohexane","level":2,"score":0.7303362488746643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5851655006408691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5825439095497131},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42539286613464355},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.4179448187351227},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.2242400348186493},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.15937933325767517}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit52700.2021.9648746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit52700.2021.9648746","pdf_url":null,"source":{"id":"https://openalex.org/S4363608067","display_name":"2021 IEEE 16th 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":"2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W921098652","https://openalex.org/W1840208138","https://openalex.org/W2376013831","https://openalex.org/W2564339002","https://openalex.org/W2661505998","https://openalex.org/W2740210042","https://openalex.org/W2765832510","https://openalex.org/W2923267929","https://openalex.org/W2923545799","https://openalex.org/W2950843237","https://openalex.org/W2964890490","https://openalex.org/W2991093485","https://openalex.org/W3012604956","https://openalex.org/W3021682209","https://openalex.org/W3031909821","https://openalex.org/W3110415602","https://openalex.org/W4407264951","https://openalex.org/W6779034929"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"has":[2],"been":[3],"demonstrated":[4],"to":[5,54],"be":[6],"a":[7],"powerful":[8,51],"technique":[9],"in":[10,19,31],"recent":[11],"decades.":[12],"Artificial":[13],"neural":[14],"networks":[15],"are":[16],"widely":[17],"used":[18],"various":[20],"fields":[21],"of":[22,35,43,58],"science":[23],"and":[24],"industry.":[25],"In":[26],"this":[27,50],"paper,":[28],"we":[29],"examine":[30],"detail":[32],"the":[33,44],"use":[34],"artificial":[36],"intelligence":[37],"for":[38],"catalysis":[39,59],"studies.":[40],"The":[41],"example":[42],"cyclohexane":[45],"oxidation":[46],"reaction":[47],"reveals":[48],"how":[49],"technology":[52],"helps":[53],"solve":[55],"complex":[56],"problems":[57],"prediction.":[60]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-28T08:01:55.173337","created_date":"2025-10-10T00:00:00"}
