{"id":"https://openalex.org/W3033053209","doi":"https://doi.org/10.1007/978-3-030-50143-3_7","title":"Binary Credal Classification Under Sparsity Constraints","display_name":"Binary Credal Classification Under Sparsity Constraints","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3033053209","doi":"https://doi.org/10.1007/978-3-030-50143-3_7","mag":"3033053209"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50143-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_7.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065361277","display_name":"Tathagata Basu","orcid":"https://orcid.org/0000-0002-6851-154X"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tathagata Basu","raw_affiliation_strings":["Department of Mathematical Sciences, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0002-6851-154X","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086689994","display_name":"Matthias C. M. Troffaes","orcid":"https://orcid.org/0000-0002-1294-600X"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthias C. M. Troffaes","raw_affiliation_strings":["Department of Mathematical Sciences, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0002-1294-600X","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043682721","display_name":"Jochen Einbeck","orcid":"https://orcid.org/0000-0002-9457-2020"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jochen Einbeck","raw_affiliation_strings":["Department of Mathematical Sciences, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0002-9457-2020","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065361277"],"corresponding_institution_ids":["https://openalex.org/I190082696"],"apc_list":null,"apc_paid":null,"fwci":0.6094,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62831126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"95"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9976999759674072,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9898999929428101,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9855999946594238,"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/categorical-variable","display_name":"Categorical variable","score":0.6925550699234009},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.6916122436523438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5808123350143433},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5533190965652466},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5097443461418152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015425682067871},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.49347102642059326},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3762398958206177},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36990126967430115},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33884841203689575},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33473747968673706},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10392123460769653}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6925550699234009},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.6916122436523438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5808123350143433},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5533190965652466},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5097443461418152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015425682067871},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.49347102642059326},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3762398958206177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36990126967430115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33884841203689575},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33473747968673706},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10392123460769653},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-50143-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_7.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:31001","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/31001/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Lesot, Marie-Jeanne &amp; Vieira, Susana &amp; Reformat, Marek Z. &amp; Carvalho, Joao Paulo &amp; Wilbik, Anna &amp; Bouchon-Meunier, Bernadette &amp; Yager, Ronald R. (Eds.). Information processing and management of uncertainty in knowledge-based systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15\u201319, 2020, proceedings, Part II. : Springer, pp. 82-95","raw_type":"Book chapter"},{"id":"pmh:oai:pubmedcentral.nih.gov:7274661","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7274661","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Processing and Management of Uncertainty in Knowledge-Based Systems","raw_type":"Text"},{"id":"pmh:oai:durham-repository.worktribe.com:1142528","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1142528","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-50143-3_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-50143-3_7","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-030-50143-3_7.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3345895242","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4104038149","display_name":null,"funder_award_id":"MSCA-ITN-2016","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5695290438","display_name":null,"funder_award_id":"722734","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7984235579","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G819257276","display_name":null,"funder_award_id":"H2020\u2010MSCA\u2010ITN\u20102016","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3033053209.pdf","grobid_xml":"https://content.openalex.org/works/W3033053209.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W340172523","https://openalex.org/W1164040328","https://openalex.org/W1963986132","https://openalex.org/W1976990135","https://openalex.org/W1979205968","https://openalex.org/W1986610361","https://openalex.org/W2009190245","https://openalex.org/W2020925091","https://openalex.org/W2074682976","https://openalex.org/W2081363507","https://openalex.org/W2097360283","https://openalex.org/W2101791549","https://openalex.org/W2123359121","https://openalex.org/W2124232193","https://openalex.org/W2124541940","https://openalex.org/W2135046866","https://openalex.org/W2139515255","https://openalex.org/W2151499551","https://openalex.org/W2152734820","https://openalex.org/W4210427261","https://openalex.org/W4294541781","https://openalex.org/W6724810722"],"related_works":["https://openalex.org/W4386799044","https://openalex.org/W2773208253","https://openalex.org/W2560646951","https://openalex.org/W4297454206","https://openalex.org/W65104662","https://openalex.org/W1871748041","https://openalex.org/W2575418680","https://openalex.org/W4382934300","https://openalex.org/W2121061354","https://openalex.org/W4285388059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
