{"id":"https://openalex.org/W2344184377","doi":"https://doi.org/10.3233/ica-160514","title":"Learning cost-sensitive Bayesian networks via direct and indirect methods","display_name":"Learning cost-sensitive Bayesian networks via direct and indirect methods","publication_year":2016,"publication_date":"2016-12-30","ids":{"openalex":"https://openalex.org/W2344184377","doi":"https://doi.org/10.3233/ica-160514","mag":"2344184377"},"language":"en","primary_location":{"id":"doi:10.3233/ica-160514","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-160514","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica514?id=integrated-computer-aided-engineering%2Fica514","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica514?id=integrated-computer-aided-engineering%2Fica514","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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eman Nashnush","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":true,"raw_author_name":"Sunil Vadera","raw_affiliation_strings":["UNIVERSITY OF SALFORD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNIVERSITY OF SALFORD","institution_ids":["https://openalex.org/I54459138"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076454480"],"corresponding_institution_ids":["https://openalex.org/I54459138"],"apc_list":null,"apc_paid":null,"fwci":1.7324,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8873427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":"1","first_page":"17","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9970999956130981,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9699000120162964,"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/bayesian-network","display_name":"Bayesian network","score":0.745431661605835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7159700393676758},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6813499927520752},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6436375379562378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6183245182037354},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5881392359733582},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.49384671449661255},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.37073564529418945},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3554995357990265}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.745431661605835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7159700393676758},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6813499927520752},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6436375379562378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6183245182037354},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5881392359733582},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.49384671449661255},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.37073564529418945},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3554995357990265}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ica-160514","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-160514","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica514?id=integrated-computer-aided-engineering%2Fica514","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},{"id":"pmh:oai:usir.salford.ac.uk:38508","is_oa":true,"landing_page_url":"http://usir.salford.ac.uk/id/eprint/38508/1/CSBN_ENSV_2016.pdf","pdf_url":"http://usir.salford.ac.uk/id/eprint/38508/7/ica_2017_24-1_ica-24-1-ica514_ica-24-ica514.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3233/ica-160514","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ica-160514","pdf_url":"https://content.iospress.com:443/download/integrated-computer-aided-engineering/ica514?id=integrated-computer-aided-engineering%2Fica514","source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2344184377.pdf","grobid_xml":"https://content.openalex.org/works/W2344184377.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W83133245","https://openalex.org/W167016754","https://openalex.org/W1505943987","https://openalex.org/W1540636360","https://openalex.org/W1570448133","https://openalex.org/W1574919120","https://openalex.org/W1594031697","https://openalex.org/W1595468493","https://openalex.org/W1625504505","https://openalex.org/W1636374184","https://openalex.org/W1698663318","https://openalex.org/W1817561967","https://openalex.org/W1829822295","https://openalex.org/W1984712439","https://openalex.org/W2005530589","https://openalex.org/W2038030840","https://openalex.org/W2054658115","https://openalex.org/W2058732827","https://openalex.org/W2074035958","https://openalex.org/W2076665104","https://openalex.org/W2080828514","https://openalex.org/W2092915639","https://openalex.org/W2100527225","https://openalex.org/W2112359769","https://openalex.org/W2142261479","https://openalex.org/W2142635246","https://openalex.org/W2147834490","https://openalex.org/W2149706766","https://openalex.org/W2155456334","https://openalex.org/W2163166770","https://openalex.org/W2168175751","https://openalex.org/W2404077489","https://openalex.org/W2466512847","https://openalex.org/W2912780563","https://openalex.org/W2966207845","https://openalex.org/W3009948084","https://openalex.org/W4236137412","https://openalex.org/W4248700314","https://openalex.org/W4285719527","https://openalex.org/W6600082183","https://openalex.org/W6606837198","https://openalex.org/W6633162894","https://openalex.org/W6637835668","https://openalex.org/W6652287695","https://openalex.org/W6664471178","https://openalex.org/W6682710050"],"related_works":["https://openalex.org/W2383034311","https://openalex.org/W2592745513","https://openalex.org/W643788828","https://openalex.org/W2391701421","https://openalex.org/W201565394","https://openalex.org/W4309448762","https://openalex.org/W2353852789","https://openalex.org/W2985695769","https://openalex.org/W1700460858","https://openalex.org/W4211221765"],"abstract_inverted_index":{"Cost-sensitive":[0],"learning":[1],"has":[2,28],"become":[3],"an":[4],"increasingly":[5],"important":[6],"area":[7],"that":[8,10],"recognizes":[9],"real":[11],"world":[12],"classification":[13],"problems":[14],"need":[15],"to":[16],"take":[17],"the":[18],"costs":[19],"of":[20],"misclassification":[21],"and":[22],"accuracy":[23],"into":[24],"account.":[25],"Much":[26],"work":[27],"been":[29],"done":[30],"on":[31],"cost-sensitive":[32],"decision":[33],"tree":[34],"l":[35]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}
