{"id":"https://openalex.org/W3136726919","doi":"https://doi.org/10.1007/s10994-005-0469-0","title":"Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers","display_name":"Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers","publication_year":2005,"publication_date":"2005-06-01","ids":{"openalex":"https://openalex.org/W3136726919","doi":"https://doi.org/10.1007/s10994-005-0469-0","mag":"3136726919"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-005-0469-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-005-0469-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-005-0469-0.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":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-005-0469-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027200864","display_name":"Russell Greiner","orcid":"https://orcid.org/0000-0001-8327-934X"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Russell Greiner","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Edmonton, AB T6G 2H1, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Edmonton, AB T6G 2H1, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111793964","display_name":"Xiaoyuan Su","orcid":null},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyuan Su","raw_affiliation_strings":["Electrical & Computer Engineering, University of Miami, Coral Gables, FL, 33124, USA"],"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, University of Miami, Coral Gables, FL, 33124, USA","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053959119","display_name":"Bin Shen","orcid":"https://orcid.org/0000-0002-0167-3034"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bin Shen","raw_affiliation_strings":["Department of Computing Science, University of Alberta, Edmonton, AB T6G 2H1, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, Edmonton, AB T6G 2H1, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075613088","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0001-5773-8012"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["School of Computer Science, University of Waterloo, Waterloo, ON, N2L 3G1, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Waterloo, Waterloo, ON, N2L 3G1, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027200864"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":21.0309,"has_fulltext":true,"cited_by_count":136,"citation_normalized_percentile":{"value":0.99420455,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"59","issue":"3","first_page":"297","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","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/T11303","display_name":"Bayesian Modeling and Causal Inference","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/T12535","display_name":"Machine Learning and Data Classification","score":0.9976999759674072,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9959999918937683,"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/discriminative-model","display_name":"Discriminative model","score":0.8316724300384521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6529633402824402},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.620136022567749},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5282591581344604},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4780562222003937},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.47574731707572937},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.45742642879486084},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.44229185581207275},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4310791492462158},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4149009585380554},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36592501401901245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.359880268573761}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8316724300384521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6529633402824402},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.620136022567749},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5282591581344604},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4780562222003937},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47574731707572937},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.45742642879486084},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.44229185581207275},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4310791492462158},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4149009585380554},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36592501401901245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.359880268573761},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-005-0469-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-005-0469-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-005-0469-0.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"}],"best_oa_location":{"id":"doi:10.1007/s10994-005-0469-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-005-0469-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-005-0469-0.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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315876","display_name":"Syncrude","ror":"https://ror.org/01qbmc548"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136726919.pdf","grobid_xml":"https://content.openalex.org/works/W3136726919.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W45838861","https://openalex.org/W84167423","https://openalex.org/W1503703685","https://openalex.org/W1504070454","https://openalex.org/W1528905581","https://openalex.org/W1553458173","https://openalex.org/W1554663460","https://openalex.org/W1575898799","https://openalex.org/W1585743408","https://openalex.org/W1594885191","https://openalex.org/W1608211738","https://openalex.org/W1615454278","https://openalex.org/W1632601927","https://openalex.org/W1680392829","https://openalex.org/W1801737117","https://openalex.org/W1817561967","https://openalex.org/W1825077972","https://openalex.org/W1930566185","https://openalex.org/W1980452149","https://openalex.org/W1983690667","https://openalex.org/W1995880999","https://openalex.org/W2000241167","https://openalex.org/W2008906462","https://openalex.org/W2013713998","https://openalex.org/W2017337590","https://openalex.org/W2026588881","https://openalex.org/W2044758663","https://openalex.org/W2049633694","https://openalex.org/W2082102453","https://openalex.org/W2084812512","https://openalex.org/W2099992083","https://openalex.org/W2113772173","https://openalex.org/W2117812871","https://openalex.org/W2120199131","https://openalex.org/W2126151607","https://openalex.org/W2132434674","https://openalex.org/W2137587467","https://openalex.org/W2139546855","https://openalex.org/W2147880316","https://openalex.org/W2151326702","https://openalex.org/W2159080219","https://openalex.org/W2161813919","https://openalex.org/W2163166770","https://openalex.org/W2163614729","https://openalex.org/W2167307239","https://openalex.org/W2170120409","https://openalex.org/W2211621381","https://openalex.org/W2296319761","https://openalex.org/W2963331194","https://openalex.org/W3017143921","https://openalex.org/W3123294050","https://openalex.org/W4211064163","https://openalex.org/W4236354166","https://openalex.org/W4250589301","https://openalex.org/W4301861531","https://openalex.org/W6603342553","https://openalex.org/W6633075811","https://openalex.org/W6635207126","https://openalex.org/W6638473186","https://openalex.org/W6640453930","https://openalex.org/W6640538227","https://openalex.org/W6671026427","https://openalex.org/W6738852829","https://openalex.org/W6776565550","https://openalex.org/W6978315306","https://openalex.org/W7039386316"],"related_works":["https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W2773500201","https://openalex.org/W1990254706","https://openalex.org/W4287995534","https://openalex.org/W2810755783","https://openalex.org/W2963058055","https://openalex.org/W2511279186"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}