{"id":"https://openalex.org/W1829822295","doi":"https://doi.org/10.1007/978-3-319-07692-8_44","title":"Cost-Sensitive Bayesian Network Learning Using Sampling","display_name":"Cost-Sensitive Bayesian Network Learning Using Sampling","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1829822295","doi":"https://doi.org/10.1007/978-3-319-07692-8_44","mag":"1829822295"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-07692-8_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07692-8_44","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://usir.salford.ac.uk/id/eprint/34599/1/NashNush_Vadera2014CS%20Bayesian%20Network%20Learning%20using%20Sampling.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030936831","display_name":"Eman Nashnush","orcid":"https://orcid.org/0000-0002-2451-3172"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Eman Nashnush","raw_affiliation_strings":["The School of Computing, Science and Engineering, Salford University, Manchester, UK","SALFORD UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"The School of Computing, Science and Engineering, Salford University, Manchester, UK","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"SALFORD UNIVERSITY","institution_ids":["https://openalex.org/I54459138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076454480","display_name":"Sunil Vadera","orcid":"https://orcid.org/0000-0001-6041-2646"},"institutions":[{"id":"https://openalex.org/I54459138","display_name":"University of Salford","ror":"https://ror.org/01tmqtf75","country_code":"GB","type":"education","lineage":["https://openalex.org/I54459138"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sunil Vadera","raw_affiliation_strings":["The School of Computing, Science and Engineering, Salford University, Manchester, UK","SALFORD UNIVERSITY"],"affiliations":[{"raw_affiliation_string":"The School of Computing, Science and Engineering, Salford University, Manchester, UK","institution_ids":["https://openalex.org/I54459138"]},{"raw_affiliation_string":"SALFORD UNIVERSITY","institution_ids":["https://openalex.org/I54459138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030936831"],"corresponding_institution_ids":["https://openalex.org/I54459138"],"apc_list":null,"apc_paid":null,"fwci":0.7247,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72706781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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":0.9901999831199646,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9887999892234802,"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":0.7420684695243835},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7206872701644897},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6965065002441406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6754069328308105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6193937063217163},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5471552610397339},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5192965865135193},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.45837002992630005},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.4453938603401184},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40682560205459595},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.35026228427886963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12188974022865295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7420684695243835},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7206872701644897},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6965065002441406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6754069328308105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6193937063217163},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5471552610397339},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5192965865135193},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.45837002992630005},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.4453938603401184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40682560205459595},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.35026228427886963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12188974022865295},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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:10.1007/978-3-319-07692-8_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-07692-8_44","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:usir.salford.ac.uk:34599","is_oa":true,"landing_page_url":null,"pdf_url":"http://usir.salford.ac.uk/id/eprint/34599/1/NashNush_Vadera2014CS%20Bayesian%20Network%20Learning%20using%20Sampling.pdf","source":{"id":"https://openalex.org/S4306401501","display_name":"University of Salford Institutional Repository (University of Salford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54459138","host_organization_name":"University of Salford","host_organization_lineage":["https://openalex.org/I54459138"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"pmh:oai:usir.salford.ac.uk:34599","is_oa":true,"landing_page_url":null,"pdf_url":"http://usir.salford.ac.uk/id/eprint/34599/1/NashNush_Vadera2014CS%20Bayesian%20Network%20Learning%20using%20Sampling.pdf","source":{"id":"https://openalex.org/S4306401501","display_name":"University of Salford Institutional Repository (University of Salford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54459138","host_organization_name":"University of Salford","host_organization_lineage":["https://openalex.org/I54459138"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"},"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1829822295.pdf","grobid_xml":"https://content.openalex.org/works/W1829822295.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W85350352","https://openalex.org/W142793689","https://openalex.org/W167016754","https://openalex.org/W1540636360","https://openalex.org/W1574919120","https://openalex.org/W1585743408","https://openalex.org/W1595468493","https://openalex.org/W1984135268","https://openalex.org/W1993220166","https://openalex.org/W2005530589","https://openalex.org/W2058732827","https://openalex.org/W2061191768","https://openalex.org/W2100527225","https://openalex.org/W2116938621","https://openalex.org/W2123977051","https://openalex.org/W2136903812","https://openalex.org/W2142261479","https://openalex.org/W2148143831","https://openalex.org/W2492778706","https://openalex.org/W2608724236","https://openalex.org/W3120740533","https://openalex.org/W6819404911"],"related_works":["https://openalex.org/W1982169401","https://openalex.org/W2591672004","https://openalex.org/W2030894524","https://openalex.org/W1648970942","https://openalex.org/W4243803609","https://openalex.org/W4319437832","https://openalex.org/W4387869645","https://openalex.org/W2348694184","https://openalex.org/W957478802","https://openalex.org/W2356463514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
