{"id":"https://openalex.org/W4287964937","doi":"https://doi.org/10.1007/978-981-19-3444-5_17","title":"Using Machine Learning Methods to Solve Problems of Monitoring the State of Steel Structure Elements","display_name":"Using Machine Learning Methods to Solve Problems of Monitoring the State of Steel Structure Elements","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4287964937","doi":"https://doi.org/10.1007/978-981-19-3444-5_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-3444-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-3444-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5014696422","display_name":"Maria Gaponova","orcid":"https://orcid.org/0000-0003-0030-2466"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Maria Gaponova","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","Ulyanovsk State Technical University, Ulyanovsk, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0003-0030-2466","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]},{"raw_affiliation_string":"Ulyanovsk State Technical University, Ulyanovsk, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112232953","display_name":"Vitalii Dementev","orcid":null},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vitalii Dementev","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","Ulyanovsk State Technical University, Ulyanovsk, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-4880-0432","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]},{"raw_affiliation_string":"Ulyanovsk State Technical University, Ulyanovsk, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005204545","display_name":"Marat Suetin","orcid":"https://orcid.org/0000-0001-8340-6644"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Marat Suetin","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","Ulyanovsk State Technical University, Ulyanovsk, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0001-8340-6644","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]},{"raw_affiliation_string":"Ulyanovsk State Technical University, Ulyanovsk, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068502063","display_name":"\u0410. \u0413. \u0422\u0430\u0448\u043b\u0438\u043d\u0441\u043a\u0438\u0439","orcid":"https://orcid.org/0000-0003-4732-0418"},"institutions":[{"id":"https://openalex.org/I90329211","display_name":"Ulyanovsk State Technical University","ror":"https://ror.org/00ksn4909","country_code":"RU","type":"education","lineage":["https://openalex.org/I90329211"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksandr Tashlinskii","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","Ulyanovsk State Technical University, Ulyanovsk, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0003-4732-0418","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str., Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]},{"raw_affiliation_string":"Ulyanovsk State Technical University, Ulyanovsk, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5014696422"],"corresponding_institution_ids":["https://openalex.org/I90329211"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30846561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"193","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9375,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9375,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9218999743461609,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13045","display_name":"Industrial Engineering and Technologies","score":0.9146999716758728,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.6613938212394714},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590234041213989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6373345851898193},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.6019496321678162},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.56639564037323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5533042550086975},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5416621565818787},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5329222679138184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36521369218826294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09306025505065918}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6613938212394714},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590234041213989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6373345851898193},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.6019496321678162},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.56639564037323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5533042550086975},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5416621565818787},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5329222679138184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36521369218826294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09306025505065918},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-3444-5_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-3444-5_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2147800946","https://openalex.org/W2743538607","https://openalex.org/W2782757030","https://openalex.org/W2919115771","https://openalex.org/W2944010056","https://openalex.org/W2963037989","https://openalex.org/W2963934324","https://openalex.org/W2986308587","https://openalex.org/W3199868103"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W3165580226","https://openalex.org/W2961085424","https://openalex.org/W3135401135","https://openalex.org/W2391251536","https://openalex.org/W2465918047","https://openalex.org/W2886688859","https://openalex.org/W2362198218","https://openalex.org/W4386828785"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}