{"id":"https://openalex.org/W4287964692","doi":"https://doi.org/10.1007/978-981-19-3444-5_14","title":"Estimation and Prediction of the Technical Condition of an Object Based on Machine Learning Algorithms Under Conditions of Class Inequality","display_name":"Estimation and Prediction of the Technical Condition of an Object Based on Machine Learning Algorithms Under Conditions of Class Inequality","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4287964692","doi":"https://doi.org/10.1007/978-981-19-3444-5_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-3444-5_14","doi":"https://doi.org/10.1007/978-981-19-3444-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-3444-5_14","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,"listed_in":["cwts-core","jufo-1","norway-1"],"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"},"volume":{"id":"https://openalex.org/W4287964727","display_name":"Intelligent Decision Technologies"},"type":"book-chapter","is_traditional":true,"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/A5103280658","display_name":"Victor R. Krasheninnikov","orcid":"https://orcid.org/0000-0002-9049-0706","observed_orcids":["https://orcid.org/0000-0002-9049-0706"]},"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":"Victor R. Krasheninnikov","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-9049-0706","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053506502","display_name":"Yuliya E. Kuvayskova","orcid":"https://orcid.org/0000-0002-9009-6776","observed_orcids":["https://orcid.org/0000-0002-9009-6776"]},"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":"Yuliya E. Kuvayskova","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-9009-6776","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073777573","display_name":"Vladimir N. Klyachkin","orcid":"https://orcid.org/0000-0002-2581-6108","observed_orcids":["https://orcid.org/0000-0002-2581-6108"]},"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":"Vladimir N. Klyachkin","raw_affiliation_strings":["Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0002-2581-6108","affiliations":[{"raw_affiliation_string":"Ulyanovsk State Technical University, 32 Severny Venetz str, Ulyanovsk, 432027, Russian Federation","institution_ids":["https://openalex.org/I90329211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103280658"],"corresponding_institution_ids":["https://openalex.org/I90329211"],"apc_list":null,"apc_paid":null,"fwci":3.6479,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91831683,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.5404999852180481,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.5404999852180481,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.3012999892234802,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.059700001031160355,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/fault-detection","display_name":"fault detection","score":0.7350000143051147},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.8420000076293945},{"id":"https://openalex.org/keywords/binary-classification","display_name":"binary classification","score":0.7329999804496765},{"id":"https://openalex.org/keywords/area-under-the-receiver-operating-characteristic","display_name":"area under the receiver operating characteristic","score":0.6919999718666077},{"id":"https://openalex.org/keywords/model-selection","display_name":"model selection","score":0.5450000166893005},{"id":"https://openalex.org/keywords/water-treatment-systems","display_name":"water treatment systems","score":0.597000002861023},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"predictive maintenance","score":0.5770000219345093},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"graphical user interface","score":0.640999972820282}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6430182456970215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6343877911567688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6249442100524902},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6076567769050598},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6022274494171143},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5104776620864868},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49912428855895996},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4425066411495209},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43733179569244385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3904084265232086},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23025798797607422},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16404664516448975},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14640185236930847},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-3444-5_14","doi":"https://doi.org/10.1007/978-981-19-3444-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-3444-5_14","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,"listed_in":["cwts-core","jufo-1","norway-1"],"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":[{"display_name":"Industry, innovation and infrastructure","score":0.428600013256073,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1505077244","https://openalex.org/W1563088657","https://openalex.org/W1570448133","https://openalex.org/W1780185704","https://openalex.org/W1976526581","https://openalex.org/W1996645290","https://openalex.org/W2155653793","https://openalex.org/W2405680777","https://openalex.org/W2498672755","https://openalex.org/W2520319246","https://openalex.org/W2596340169","https://openalex.org/W2758212732","https://openalex.org/W2766844939","https://openalex.org/W2911964244","https://openalex.org/W2993170772","https://openalex.org/W2993812342","https://openalex.org/W2995058530","https://openalex.org/W3080987003","https://openalex.org/W3111710020","https://openalex.org/W4223971800","https://openalex.org/W4234722734","https://openalex.org/W4292483811"],"related_works":["https://openalex.org/W2954524741","https://openalex.org/W7117228515","https://openalex.org/W4200483977","https://openalex.org/W2989743943","https://openalex.org/W7053641411","https://openalex.org/W3111710020","https://openalex.org/W7155783460","https://openalex.org/W4417154286","https://openalex.org/W3186921353","https://openalex.org/W7219886407"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-07-26T00:00:00"}