{"id":"https://openalex.org/W2971364334","doi":"https://doi.org/10.1007/s10994-020-05874-8","title":"Classification with costly features as a sequential decision-making problem","display_name":"Classification with costly features as a sequential decision-making problem","publication_year":2020,"publication_date":"2020-02-28","ids":{"openalex":"https://openalex.org/W2971364334","doi":"https://doi.org/10.1007/s10994-020-05874-8","mag":"2971364334"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-020-05874-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-020-05874-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-020-05874-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-020-05874-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101652204","display_name":"Jarom\u00edr Janisch","orcid":"https://orcid.org/0000-0002-4165-6503"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Jarom\u00edr Janisch","raw_affiliation_strings":["Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0002-4165-6503","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059337672","display_name":"Tom\u00e1\u0161 Pevn\u00fd","orcid":"https://orcid.org/0000-0002-5768-9713"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Tom\u00e1\u0161 Pevn\u00fd","raw_affiliation_strings":["Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049724462","display_name":"Viliam Lis\u00fd","orcid":"https://orcid.org/0000-0002-1647-1507"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Viliam Lis\u00fd","raw_affiliation_strings":["Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, Department of Computer Science, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101652204"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.4177,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90695038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"109","issue":"8","first_page":"1587","last_page":"1615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9995999932289124,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9995999932289124,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9980000257492065,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.7643066644668579},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7568663358688354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6967400908470154},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5927916169166565},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5854731202125549},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.576018214225769},{"id":"https://openalex.org/keywords/sample-complexity","display_name":"Sample complexity","score":0.5176318287849426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12883546948432922}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7643066644668579},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7568663358688354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6967400908470154},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5927916169166565},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5854731202125549},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.576018214225769},{"id":"https://openalex.org/C2778445095","wikidata":"https://www.wikidata.org/wiki/Q18354077","display_name":"Sample complexity","level":2,"score":0.5176318287849426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12883546948432922},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-020-05874-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-020-05874-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-020-05874-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1909.02564","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1909.02564","pdf_url":"https://arxiv.org/pdf/1909.02564","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"}],"best_oa_location":{"id":"doi:10.1007/s10994-020-05874-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-020-05874-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-020-05874-8.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G1070676883","display_name":"Online Solution Methods for Imperfect-Information Games","funder_award_id":"GJ18-27483Y","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G4039575804","display_name":null,"funder_award_id":"FA9550-18-1-7008","funder_id":"https://openalex.org/F4320338503","funder_display_name":"European Office of Aerospace Research and Development"},{"id":"https://openalex.org/G5116114694","display_name":null,"funder_award_id":"LM2015085","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G6545326099","display_name":null,"funder_award_id":"LM2015042","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G6716561651","display_name":"Hierarchical models for detection and description of anomalies","funder_award_id":"GA18-21409S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"},{"id":"https://openalex.org/F4320338503","display_name":"European Office of Aerospace Research and Development","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971364334.pdf","grobid_xml":"https://content.openalex.org/works/W2971364334.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W118463236","https://openalex.org/W195866714","https://openalex.org/W1562418542","https://openalex.org/W1581109190","https://openalex.org/W1595483645","https://openalex.org/W1870740349","https://openalex.org/W1919216911","https://openalex.org/W2047028564","https://openalex.org/W2128188048","https://openalex.org/W2128466927","https://openalex.org/W2134625044","https://openalex.org/W2136192430","https://openalex.org/W2143426320","https://openalex.org/W2144360741","https://openalex.org/W2145339207","https://openalex.org/W2147398243","https://openalex.org/W2152136853","https://openalex.org/W2155968351","https://openalex.org/W2158720957","https://openalex.org/W2173248099","https://openalex.org/W2173564293","https://openalex.org/W2183159859","https://openalex.org/W2187805056","https://openalex.org/W2188090365","https://openalex.org/W2192829189","https://openalex.org/W2260756217","https://openalex.org/W2411690432","https://openalex.org/W2526665672","https://openalex.org/W2620172851","https://openalex.org/W2746553466","https://openalex.org/W2761873684","https://openalex.org/W2770836202","https://openalex.org/W2788516493","https://openalex.org/W2890680403","https://openalex.org/W2906902945","https://openalex.org/W2907656810","https://openalex.org/W2949654875","https://openalex.org/W2963082979","https://openalex.org/W2963306291","https://openalex.org/W2963674921","https://openalex.org/W2963864421","https://openalex.org/W2964022209","https://openalex.org/W2964121744","https://openalex.org/W2964152520","https://openalex.org/W2964279275","https://openalex.org/W3104248797","https://openalex.org/W3105462378","https://openalex.org/W3118608800","https://openalex.org/W3120740533","https://openalex.org/W4234698323","https://openalex.org/W4242464423","https://openalex.org/W6604890058","https://openalex.org/W6631190155","https://openalex.org/W6638405446","https://openalex.org/W6680262835","https://openalex.org/W6680360290","https://openalex.org/W6682137061","https://openalex.org/W6686725685","https://openalex.org/W6718037743","https://openalex.org/W6739190457","https://openalex.org/W6750230808"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W2607437843","https://openalex.org/W4295700147","https://openalex.org/W2963162727","https://openalex.org/W2877093712","https://openalex.org/W2116157560","https://openalex.org/W2106714532","https://openalex.org/W4297979791","https://openalex.org/W4310614650"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}