{"id":"https://openalex.org/W2572953347","doi":"https://doi.org/10.1109/isit.2017.8006502","title":"Using data-compressors for statistical analysis of problems on homogeneity testing and classification","display_name":"Using data-compressors for statistical analysis of problems on homogeneity testing and classification","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2572953347","doi":"https://doi.org/10.1109/isit.2017.8006502","mag":"2572953347"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2017.8006502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2017.8006502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1701.04028","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028123461","display_name":"Boris Ryabko","orcid":"https://orcid.org/0000-0002-7232-9644"},"institutions":[{"id":"https://openalex.org/I4210137651","display_name":"Institute of Computational Technologies","ror":"https://ror.org/02x3mf211","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210137651"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Boris Ryabko","raw_affiliation_strings":["Institute of Computational Technologies of SB RAS, Novosibirsk, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Institute of Computational Technologies of SB RAS, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210137651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052695033","display_name":"A. \u0415. Guskov","orcid":"https://orcid.org/0000-0002-1028-9958"},"institutions":[{"id":"https://openalex.org/I4210104783","display_name":"State Public Scientific Technological Library of Siberian Branch of Russian Academy of Sciences","ror":"https://ror.org/0168c7237","country_code":"RU","type":"archive","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210104783","https://openalex.org/I4210127387"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Guskov","raw_affiliation_strings":["Library of SB RAS, The State Public Scientific Technological, Novosibirsk, Russian Federation","The State Public Scientific Technological, Library of SB RAS, Novosibirsk, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Library of SB RAS, The State Public Scientific Technological, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210104783"]},{"raw_affiliation_string":"The State Public Scientific Technological, Library of SB RAS, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210104783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057259778","display_name":"Irina Selivanova","orcid":"https://orcid.org/0000-0001-8805-7631"},"institutions":[{"id":"https://openalex.org/I4210104783","display_name":"State Public Scientific Technological Library of Siberian Branch of Russian Academy of Sciences","ror":"https://ror.org/0168c7237","country_code":"RU","type":"archive","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210104783","https://openalex.org/I4210127387"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Irina Selivanova","raw_affiliation_strings":["Library of SB RAS, The State Public Scientific Technological, Novosibirsk, Russian Federation","The State Public Scientific Technological, Library of SB RAS, Novosibirsk, Russian Federation"],"affiliations":[{"raw_affiliation_string":"Library of SB RAS, The State Public Scientific Technological, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210104783"]},{"raw_affiliation_string":"The State Public Scientific Technological, Library of SB RAS, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210104783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028123461"],"corresponding_institution_ids":["https://openalex.org/I4210137651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00732147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9998999834060669,"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11567","display_name":"semigroups and automata theory","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/homogeneity","display_name":"Homogeneity (statistics)","score":0.7251739501953125},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.6723262071609497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6352290511131287},{"id":"https://openalex.org/keywords/gas-compressor","display_name":"Gas compressor","score":0.6098564267158508},{"id":"https://openalex.org/keywords/mathematical-statistics","display_name":"Mathematical statistics","score":0.5657212138175964},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4846244752407074},{"id":"https://openalex.org/keywords/computational-statistics","display_name":"Computational statistics","score":0.41901424527168274},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.410690039396286},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3831173777580261},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3205012083053589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22074741125106812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2137928605079651},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15916606783866882},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06063160300254822},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.05454137921333313}],"concepts":[{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.7251739501953125},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.6723262071609497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6352290511131287},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.6098564267158508},{"id":"https://openalex.org/C6260981","wikidata":"https://www.wikidata.org/wiki/Q745328","display_name":"Mathematical statistics","level":2,"score":0.5657212138175964},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4846244752407074},{"id":"https://openalex.org/C176222170","wikidata":"https://www.wikidata.org/wiki/Q5157340","display_name":"Computational statistics","level":2,"score":0.41901424527168274},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.410690039396286},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3831173777580261},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3205012083053589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22074741125106812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2137928605079651},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15916606783866882},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06063160300254822},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.05454137921333313},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isit.2017.8006502","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2017.8006502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1701.04028","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1701.04028","pdf_url":"https://arxiv.org/pdf/1701.04028","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2572953347","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1701.04028.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1701.04028","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1701.04028","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1701.04028","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1701.04028","pdf_url":"https://arxiv.org/pdf/1701.04028","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6100000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2572953347.pdf","grobid_xml":"https://content.openalex.org/works/W2572953347.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1490796714","https://openalex.org/W1646816143","https://openalex.org/W1965853364","https://openalex.org/W1974927094","https://openalex.org/W2012603689","https://openalex.org/W2017739727","https://openalex.org/W2099111195","https://openalex.org/W2107745473","https://openalex.org/W2117825194","https://openalex.org/W2122962290","https://openalex.org/W2128859735","https://openalex.org/W2130956967","https://openalex.org/W2132119275","https://openalex.org/W2144221002","https://openalex.org/W2148624041","https://openalex.org/W2161488606","https://openalex.org/W2489633265","https://openalex.org/W2797671267","https://openalex.org/W2911940095","https://openalex.org/W3018458124"],"related_works":["https://openalex.org/W2964275658","https://openalex.org/W1998904297","https://openalex.org/W2095827076","https://openalex.org/W2124986648","https://openalex.org/W1544118023","https://openalex.org/W422204816","https://openalex.org/W2050639876","https://openalex.org/W323573793","https://openalex.org/W2568580722","https://openalex.org/W56897548","https://openalex.org/W2144060092","https://openalex.org/W1605744672","https://openalex.org/W2205512115","https://openalex.org/W1999663469","https://openalex.org/W1542829861","https://openalex.org/W2022498557","https://openalex.org/W2243485481","https://openalex.org/W3098927218","https://openalex.org/W1538136104","https://openalex.org/W2314322419"],"abstract_inverted_index":{"Nowadays":[0],"data":[1,48],"compressors":[2],"are":[3,15],"applied":[4],"to":[5],"many":[6,12],"problems":[7],"of":[8,18,21,36,46],"text":[9],"analysis,":[10],"but":[11],"such":[13],"applications":[14,45],"developed":[16,42],"outside":[17],"the":[19,47],"framework":[20],"mathematical":[22,38],"statistics.":[23],"In":[24],"this":[25,29],"paper":[26],"we":[27],"overcome":[28],"obstacle":[30],"and":[31],"show":[32],"how":[33],"several":[34],"methods":[35],"classical":[37],"statistics":[39],"can":[40],"be":[41],"based":[43],"on":[44],"compressors.":[49]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}