{"id":"https://openalex.org/W2940504557","doi":"https://doi.org/10.1134/s0005117919030093","title":"Entropy-Based Estimation in Classification Problems","display_name":"Entropy-Based Estimation in Classification Problems","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2940504557","doi":"https://doi.org/10.1134/s0005117919030093","mag":"2940504557"},"language":"en","primary_location":{"id":"doi:10.1134/s0005117919030093","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0005117919030093","pdf_url":null,"source":{"id":"https://openalex.org/S134188425","display_name":"Automation and Remote Control","issn_l":"0005-1179","issn":["0005-1179","1608-3032"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation and Remote Control","raw_type":"journal-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/A5029681629","display_name":"Yuri A. Dubnov","orcid":null},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]},{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"funder","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210115688","display_name":"Institute for Systems Analysis","ror":"https://ror.org/02kmet255","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210115688"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Yu. A. Dubnov","raw_affiliation_strings":["Institute for Systems Analysis of the \u201cComputer Science and Control\u201d Federal Research Center of the Russian Academy of Sciences, Moscow, Russia","Moscow Institute (State University) of Physics and Technology, Moscow, Russia","National Research University Higher School of Economics, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Institute for Systems Analysis of the \u201cComputer Science and Control\u201d Federal Research Center of the Russian Academy of Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210115688","https://openalex.org/I1313323035"]},{"raw_affiliation_string":"Moscow Institute (State University) of Physics and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"National Research University Higher School of Economics, Moscow, Russia","institution_ids":["https://openalex.org/I118501908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029681629"],"corresponding_institution_ids":["https://openalex.org/I118501908","https://openalex.org/I1313323035","https://openalex.org/I153845743","https://openalex.org/I4210115688"],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54270074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"80","issue":"3","first_page":"502","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9923999905586243,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9923999905586243,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.963100016117096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5803940892219543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5132191181182861},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5047856569290161},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49738338589668274},{"id":"https://openalex.org/keywords/maximum-entropy-spectral-estimation","display_name":"Maximum entropy spectral estimation","score":0.4700806438922882},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.4633529484272003},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.4424920380115509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4242943525314331},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39388832449913025},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3828088641166687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37999090552330017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3632846176624298}],"concepts":[{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5803940892219543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5132191181182861},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5047856569290161},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49738338589668274},{"id":"https://openalex.org/C89735579","wikidata":"https://www.wikidata.org/wiki/Q6795894","display_name":"Maximum entropy spectral estimation","level":3,"score":0.4700806438922882},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.4633529484272003},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.4424920380115509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242943525314331},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39388832449913025},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3828088641166687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37999090552330017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3632846176624298},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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:10.1134/s0005117919030093","is_oa":false,"landing_page_url":"https://doi.org/10.1134/s0005117919030093","pdf_url":null,"source":{"id":"https://openalex.org/S134188425","display_name":"Automation and Remote Control","issn_l":"0005-1179","issn":["0005-1179","1608-3032"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automation and Remote Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W995630646","https://openalex.org/W1506806321","https://openalex.org/W1540826000","https://openalex.org/W1563088657","https://openalex.org/W1594031697","https://openalex.org/W1610836425","https://openalex.org/W1973948212","https://openalex.org/W2099111195","https://openalex.org/W2108712612","https://openalex.org/W2140785063","https://openalex.org/W2158698691","https://openalex.org/W2170207925","https://openalex.org/W2182722412","https://openalex.org/W2606359779","https://openalex.org/W2620180909","https://openalex.org/W3099723433","https://openalex.org/W4299689471"],"related_works":["https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W2132953787","https://openalex.org/W4316658362","https://openalex.org/W1975612632","https://openalex.org/W2176894780","https://openalex.org/W2614669534","https://openalex.org/W1966654446","https://openalex.org/W2115788596","https://openalex.org/W4379620080"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,18,21,29,44,51,67],"binary":[3],"classification":[4,36,63],"is":[5,12,38],"considered,":[6],"an":[7],"algorithm":[8,37],"for":[9,62],"its":[10],"solution":[11],"proposed,":[13],"based":[14],"on":[15,69],"the":[16,22,30,35,40,49,57,70],"method":[17,33],"entropy-based":[19,31],"estimation":[20,32],"decision":[23],"rule":[24],"parameters.":[25],"A":[26],"detailed":[27],"description":[28],"and":[34,42,54,65],"given,":[39],"advantages":[41],"disadvantages":[43],"this":[45],"approach":[46],"are":[47,74],"described,":[48],"results":[50],"numerical":[52],"experiments":[53],"comparisons":[55],"with":[56],"traditional":[58],"support":[59],"vector":[60],"machine":[61],"accuracy":[64],"degree":[66],"dependence":[68],"training":[71],"sample":[72],"size":[73],"presented.":[75]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
