{"id":"https://openalex.org/W4390454218","doi":"https://doi.org/10.1007/978-3-031-50959-9_33","title":"On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for\u00a0Active Learning","display_name":"On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for\u00a0Active Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4390454218","doi":"https://doi.org/10.1007/978-3-031-50959-9_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-50959-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-50959-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5074979041","display_name":"Daniel Ka\u0142u\u017ca","orcid":"https://orcid.org/0000-0002-2544-5052"},"institutions":[{"id":"https://openalex.org/I4210098067","display_name":"KGHM Polska Mied\u017a (Poland)","ror":"https://ror.org/00wqzbn30","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210098067"]},{"id":"https://openalex.org/I4210166457","display_name":"Qwed (Poland)","ror":"https://ror.org/05r0zxs60","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210166457"]},{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Daniel Ka\u0142u\u017ca","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","QED Software Sp. z o.o., Warsaw, Poland","Institute of Informatics, University of Warsaw, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2544-5052","affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","institution_ids":["https://openalex.org/I4210098067"]},{"raw_affiliation_string":"QED Software Sp. z o.o., Warsaw, Poland","institution_ids":["https://openalex.org/I4210166457"]},{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006523416","display_name":"Andrzej Janusz","orcid":"https://orcid.org/0000-0002-9763-1399"},"institutions":[{"id":"https://openalex.org/I4210098067","display_name":"KGHM Polska Mied\u017a (Poland)","ror":"https://ror.org/00wqzbn30","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210098067"]},{"id":"https://openalex.org/I4210166457","display_name":"Qwed (Poland)","ror":"https://ror.org/05r0zxs60","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210166457"]},{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej Janusz","raw_affiliation_strings":["Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","Institute of Informatics, University of Warsaw, Warsaw, Poland","QED Software Sp. z o.o., Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9763-1399","affiliations":[{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","institution_ids":["https://openalex.org/I4210098067"]},{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software Sp. z o.o., Warsaw, Poland","institution_ids":["https://openalex.org/I4210166457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057541763","display_name":"Dominik \u015al\u0229zak","orcid":"https://orcid.org/0000-0003-2453-4974"},"institutions":[{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I4210098067","display_name":"KGHM Polska Mied\u017a (Poland)","ror":"https://ror.org/00wqzbn30","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210098067"]},{"id":"https://openalex.org/I4210166457","display_name":"Qwed (Poland)","ror":"https://ror.org/05r0zxs60","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210166457"]},{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Dominik \u015al\u0119zak","raw_affiliation_strings":["DeepSeas, 12121 Scripps Summit Drive Suite #320, San Diego, CA, 92131, USA","Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","University of Warsaw, Warsaw, Poland","DeepSeas, San Diego, USA","QED Software Sp. z o.o., Warsaw, Poland","Institute of Informatics, University of Warsaw, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2453-4974","affiliations":[{"raw_affiliation_string":"DeepSeas, 12121 Scripps Summit Drive Suite #320, San Diego, CA, 92131, USA","institution_ids":["https://openalex.org/I123431417"]},{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, ul. Banacha 2, 02-097, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"QED Software Sp. z o.o., ul. Miedziana 3A/18, 00-814, Warsaw, Poland","institution_ids":["https://openalex.org/I4210098067"]},{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]},{"raw_affiliation_string":"DeepSeas, San Diego, USA","institution_ids":[]},{"raw_affiliation_string":"QED Software Sp. z o.o., Warsaw, Poland","institution_ids":["https://openalex.org/I4210166457"]},{"raw_affiliation_string":"Institute of Informatics, University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074979041"],"corresponding_institution_ids":["https://openalex.org/I4210098067","https://openalex.org/I4210166457","https://openalex.org/I4654613"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48764187,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"494"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9994000196456909,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9994000196456909,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9621999859809875,"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":0.9355000257492065,"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":0.793325662612915},{"id":"https://openalex.org/keywords/dempster\u2013shafer-theory","display_name":"Dempster\u2013Shafer theory","score":0.7748849391937256},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6358378529548645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6132646203041077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5347719788551331},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5108398795127869},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47702762484550476},{"id":"https://openalex.org/keywords/element","display_name":"Element (criminal law)","score":0.47651946544647217},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3439597487449646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.793325662612915},{"id":"https://openalex.org/C178011137","wikidata":"https://www.wikidata.org/wiki/Q285997","display_name":"Dempster\u2013Shafer theory","level":2,"score":0.7748849391937256},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6358378529548645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6132646203041077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5347719788551331},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5108398795127869},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47702762484550476},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.47651946544647217},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3439597487449646},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-50959-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-50959-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1578800471","https://openalex.org/W1580375566","https://openalex.org/W2009067421","https://openalex.org/W2166982704","https://openalex.org/W2899770378","https://openalex.org/W3097713486","https://openalex.org/W3121137019","https://openalex.org/W3135756664","https://openalex.org/W3200639011","https://openalex.org/W4247777826","https://openalex.org/W4306402660","https://openalex.org/W6675354045","https://openalex.org/W6944960951","https://openalex.org/W6945134980"],"related_works":["https://openalex.org/W1494981048","https://openalex.org/W2953038261","https://openalex.org/W4294619279","https://openalex.org/W2375966783","https://openalex.org/W2067330150","https://openalex.org/W2468494178","https://openalex.org/W4385609800","https://openalex.org/W1979977179","https://openalex.org/W4231117045","https://openalex.org/W2130430633"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}