{"id":"https://openalex.org/W2768650555","doi":"https://doi.org/10.1007/s10618-017-0546-6","title":"Online estimation of discrete, continuous, and conditional joint densities using classifier chains","display_name":"Online estimation of discrete, continuous, and conditional joint densities using classifier chains","publication_year":2017,"publication_date":"2017-11-25","ids":{"openalex":"https://openalex.org/W2768650555","doi":"https://doi.org/10.1007/s10618-017-0546-6","mag":"2768650555"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-017-0546-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-017-0546-6","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10289/12031","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021722812","display_name":"Michael Geilke","orcid":null},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Geilke","raw_affiliation_strings":["Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026210150","display_name":"Andreas Karwath","orcid":"https://orcid.org/0000-0002-6942-3760"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Karwath","raw_affiliation_strings":["Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059992863","display_name":"Eibe Frank","orcid":"https://orcid.org/0000-0001-6152-7111"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Eibe Frank","raw_affiliation_strings":["Department of Computer Science, The University of Waikato, Hamilton, 3240, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Waikato, Hamilton, 3240, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102744434","display_name":"Stefan Kr\u00e4mer","orcid":"https://orcid.org/0000-0003-0136-2540"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Kramer","raw_affiliation_strings":["Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg-Universit\u00e4t Mainz, Staudingerweg 9, 55128, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021722812"],"corresponding_institution_ids":["https://openalex.org/I197323543"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4149,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73232259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":"3","first_page":"561","last_page":"603"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","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/T12761","display_name":"Data Stream Mining Techniques","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/T12072","display_name":"Machine Learning and Algorithms","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/T12535","display_name":"Machine Learning and Data Classification","score":0.9908999800682068,"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/estimator","display_name":"Estimator","score":0.8559670448303223},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6153788566589355},{"id":"https://openalex.org/keywords/density-estimation","display_name":"Density estimation","score":0.5701730847358704},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5602566599845886},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.49936914443969727},{"id":"https://openalex.org/keywords/joint-probability-distribution","display_name":"Joint probability distribution","score":0.43675342202186584},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.41472870111465454},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4103321135044098},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39783331751823425},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3823159635066986},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3712063431739807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.370164692401886},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.298505961894989}],"concepts":[{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.8559670448303223},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6153788566589355},{"id":"https://openalex.org/C189508267","wikidata":"https://www.wikidata.org/wiki/Q17088227","display_name":"Density estimation","level":3,"score":0.5701730847358704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5602566599845886},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49936914443969727},{"id":"https://openalex.org/C18653775","wikidata":"https://www.wikidata.org/wiki/Q1333358","display_name":"Joint probability distribution","level":2,"score":0.43675342202186584},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.41472870111465454},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4103321135044098},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39783331751823425},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3823159635066986},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3712063431739807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.370164692401886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.298505961894989}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10618-017-0546-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-017-0546-6","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/12031","is_oa":true,"landing_page_url":"https://hdl.handle.net/10289/12031","pdf_url":"https://hdl.handle.net/10289/12031","source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c0930019-ebd3-4673-aab9-7d01bad9e5c1","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c0930019-ebd3-4673-aab9-7d01bad9e5c1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geilke, M, Karwath, A, Frank, E & Kramer, S 2017, 'Online estimation of discrete, continuous, and conditional joint densities using classifier chains', Data Mining and Knowledge Discovery, vol. 32, no. 3, pp. 561-603. https://doi.org/10.1007/s10618-017-0546-6","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/12031","is_oa":true,"landing_page_url":"https://hdl.handle.net/10289/12031","pdf_url":"https://hdl.handle.net/10289/12031","source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2768650555.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W190030338","https://openalex.org/W1489950266","https://openalex.org/W1507404272","https://openalex.org/W1540375479","https://openalex.org/W1570963478","https://openalex.org/W1580060102","https://openalex.org/W1717259479","https://openalex.org/W1757660428","https://openalex.org/W1963516735","https://openalex.org/W1975188201","https://openalex.org/W1976019979","https://openalex.org/W1982359698","https://openalex.org/W1983509002","https://openalex.org/W1985044843","https://openalex.org/W1989682464","https://openalex.org/W1999954155","https://openalex.org/W2002797541","https://openalex.org/W2010657328","https://openalex.org/W2010871264","https://openalex.org/W2013023084","https://openalex.org/W2019363670","https://openalex.org/W2034416530","https://openalex.org/W2044692634","https://openalex.org/W2049092228","https://openalex.org/W2058203079","https://openalex.org/W2068714596","https://openalex.org/W2099111195","https://openalex.org/W2099727423","https://openalex.org/W2102387656","https://openalex.org/W2105725268","https://openalex.org/W2111548551","https://openalex.org/W2120704373","https://openalex.org/W2120880543","https://openalex.org/W2128088446","https://openalex.org/W2129113961","https://openalex.org/W2143375172","https://openalex.org/W2145898068","https://openalex.org/W2148771442","https://openalex.org/W2152761983","https://openalex.org/W2159026946","https://openalex.org/W2160586919","https://openalex.org/W2187356541","https://openalex.org/W2295428206","https://openalex.org/W2325425860","https://openalex.org/W2395842256","https://openalex.org/W2397425272","https://openalex.org/W2403090514","https://openalex.org/W2478708596","https://openalex.org/W2515758957","https://openalex.org/W2547788783","https://openalex.org/W4231916799","https://openalex.org/W4238893454","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2063886698","https://openalex.org/W12046094","https://openalex.org/W2325141645","https://openalex.org/W2135279381","https://openalex.org/W4249162344","https://openalex.org/W2190432607","https://openalex.org/W4226297177","https://openalex.org/W4294642871","https://openalex.org/W162901985","https://openalex.org/W2952129880"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
