{"id":"https://openalex.org/W3092175989","doi":"https://doi.org/10.1515/comp-2020-0116","title":"Model Selection by Balanced Identification: the Interplay of Optimization and Distributed Computing","display_name":"Model Selection by Balanced Identification: the Interplay of Optimization and Distributed Computing","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3092175989","doi":"https://doi.org/10.1515/comp-2020-0116","mag":"3092175989"},"language":"en","primary_location":{"id":"doi:10.1515/comp-2020-0116","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0116","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0116/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0116/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038928301","display_name":"\u0410. \u0412. \u0421\u043e\u043a\u043e\u043b\u043e\u0432","orcid":"https://orcid.org/0000-0003-0107-2519"},"institutions":[{"id":"https://openalex.org/I4210107660","display_name":"Institute for Information Transmission Problems","ror":"https://ror.org/013w2d378","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210107660"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander V. Sokolov","raw_affiliation_strings":["Institute for Information Transmission Problems (Kharkevich institute)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Transmission Problems (Kharkevich institute)","institution_ids":["https://openalex.org/I4210107660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046031820","display_name":"Vladimir Voloshinov","orcid":"https://orcid.org/0000-0002-1441-6117"},"institutions":[{"id":"https://openalex.org/I4210107660","display_name":"Institute for Information Transmission Problems","ror":"https://ror.org/013w2d378","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210107660"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Vladimir V. Voloshinov","raw_affiliation_strings":["Institute for Information Transmission Problems (Kharkevich institute)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Transmission Problems (Kharkevich institute)","institution_ids":["https://openalex.org/I4210107660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046031820"],"corresponding_institution_ids":["https://openalex.org/I4210107660"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":2.0838,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87117093,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"1","first_page":"283","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.8773999810218811,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.8773999810218811,"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/T11890","display_name":"Scientific Measurement and Uncertainty Evaluation","score":0.8709999918937683,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.8654999732971191,"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/computer-science","display_name":"Computer science","score":0.7691272497177124},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.508628249168396},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5004894733428955},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48855528235435486},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48820406198501587},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46514949202537537},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4453045725822449},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43018966913223267},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4185093641281128},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3267502188682556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2594846487045288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15938740968704224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7691272497177124},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.508628249168396},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5004894733428955},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48855528235435486},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48820406198501587},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46514949202537537},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4453045725822449},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43018966913223267},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4185093641281128},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3267502188682556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2594846487045288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15938740968704224},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/comp-2020-0116","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0116","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0116/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7083fb0cfc1a47ee9176056740d5d880","is_oa":true,"landing_page_url":"https://doaj.org/article/7083fb0cfc1a47ee9176056740d5d880","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Open Computer Science, Vol 10, Iss 1, Pp 283-295 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/comp-2020-0116","is_oa":true,"landing_page_url":"https://doi.org/10.1515/comp-2020-0116","pdf_url":"https://www.degruyter.com/document/doi/10.1515/comp-2020-0116/pdf","source":{"id":"https://openalex.org/S4210177004","display_name":"Open Computer Science","issn_l":"2299-1093","issn":["2299-1093"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Open Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3118402170","display_name":null,"funder_award_id":"16-11-","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"},{"id":"https://openalex.org/G420749970","display_name":null,"funder_award_id":"16-11-10352","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"},{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092175989.pdf","grobid_xml":"https://content.openalex.org/works/W3092175989.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W65467146","https://openalex.org/W429766147","https://openalex.org/W1548191156","https://openalex.org/W1554944419","https://openalex.org/W1588628884","https://openalex.org/W1595797227","https://openalex.org/W1680392829","https://openalex.org/W1964166152","https://openalex.org/W1986823095","https://openalex.org/W2005148680","https://openalex.org/W2087817842","https://openalex.org/W2123871098","https://openalex.org/W2164278908","https://openalex.org/W2171033594","https://openalex.org/W2275614563","https://openalex.org/W2512463473","https://openalex.org/W2558187785","https://openalex.org/W2776645380","https://openalex.org/W2786741601","https://openalex.org/W2801084687","https://openalex.org/W2894163697","https://openalex.org/W2910986145","https://openalex.org/W2916974679","https://openalex.org/W2917478428","https://openalex.org/W3123841853","https://openalex.org/W3137169070","https://openalex.org/W4206419526","https://openalex.org/W4233511552","https://openalex.org/W4292363360","https://openalex.org/W4293177929","https://openalex.org/W6631719305","https://openalex.org/W6688352576","https://openalex.org/W6759781625","https://openalex.org/W6842074573","https://openalex.org/W7018999146"],"related_works":["https://openalex.org/W2953266691","https://openalex.org/W2023372004","https://openalex.org/W2606073172","https://openalex.org/W2080543721","https://openalex.org/W1990759173","https://openalex.org/W2550563289","https://openalex.org/W2125356288","https://openalex.org/W2128302072","https://openalex.org/W2950150403","https://openalex.org/W2795766807"],"abstract_inverted_index":{"Abstract":[0],"The":[1,19,37,77,110],"technology":[2,24,78],"of":[3,7,10,22,42,47,65,69,90,101,105,112,115,124],"formal":[4],"quantitative":[5],"estimation":[6],"the":[8,14,23,28,35,45,91,102,116,122],"conformity":[9],"mathematical":[11,88],"models":[12],"to":[13,26],"available":[15],"dataset":[16],"is":[17,25,39,79,93,96,119],"presented.":[18,94],"main":[20,103],"purpose":[21],"make":[27],"model":[29],"selection":[30],"decision-making":[31],"process":[32],"easier":[33],"for":[34],"researcher.":[36],"method":[38,92],"a":[40,82,99],"combination":[41],"approaches":[43],"from":[44],"areas":[46],"data":[48],"analysis,":[49],"optimization":[50,62,75],"and":[51,56,63,71,74,107,126],"distributed":[52],"computing":[53],"including:":[54],"cross-validation":[55],"regularization":[57],"methods,":[58],"algebraic":[59],"modeling":[60],"in":[61],"methods":[64],"optimization,":[66],"automatic":[67],"discretization":[68],"differential":[70],"integral":[72],"equations,":[73],"REST-services.":[76],"illustrated":[80],"by":[81,98],"demo":[83],"case":[84],"study.":[85],"A":[86],"general":[87],"formulation":[89],"It":[95],"followed":[97],"description":[100],"aspects":[104],"algorithmic":[106],"software":[108],"implementation.":[109],"list":[111],"success":[113],"stories":[114],"presented":[117],"approach":[118],"substantial.":[120],"Nevertheless,":[121],"domain":[123],"applicability":[125],"important":[127],"unresolved":[128],"issues":[129],"are":[130],"discussed.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-10-15T00:00:00"}