{"id":"https://openalex.org/W4406068123","doi":"https://doi.org/10.1007/978-3-031-74003-9_19","title":"Graphical Causal Models with\u00a0Discretized Data and\u00a0Background Information","display_name":"Graphical Causal Models with\u00a0Discretized Data and\u00a0Background Information","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4406068123","doi":"https://doi.org/10.1007/978-3-031-74003-9_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74003-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74003-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060356077","display_name":"Nalan Ba\u015ft\u00fcrk","orcid":"https://orcid.org/0000-0002-0313-3592"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nalan Ba\u015ft\u00fcrk","raw_affiliation_strings":["Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115769405","display_name":"Chumasha Rajapakshe","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Chumasha Rajapakshe","raw_affiliation_strings":["Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087774814","display_name":"Rui Almeida","orcid":"https://orcid.org/0000-0002-7844-0167"},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Rui Jorge Almeida","raw_affiliation_strings":["Department of Data Analytics and Digitilisation, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands","Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Data Analytics and Digitilisation, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands","institution_ids":["https://openalex.org/I34352273"]},{"raw_affiliation_string":"Department of Quantitative Economics, School of Business and Economics, Maastricht University, P.O. Box 61, 6200, Maastricht, MD, The Netherlands","institution_ids":["https://openalex.org/I34352273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087774814"],"corresponding_institution_ids":["https://openalex.org/I34352273"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"233","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9997000098228455,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","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"}}],"keywords":[{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5869499444961548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5463902354240417},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.4743206202983856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38145896792411804},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29146236181259155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2525921165943146},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.069466233253479}],"concepts":[{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5869499444961548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5463902354240417},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.4743206202983856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38145896792411804},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29146236181259155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2525921165943146},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.069466233253479}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-74003-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74003-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:publications/9e87f2f7-ad66-4279-b10e-90e07403b86b","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/9e87f2f7-ad66-4279-b10e-90e07403b86b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W122131720","https://openalex.org/W968168416","https://openalex.org/W1530476443","https://openalex.org/W1755360231","https://openalex.org/W1965497717","https://openalex.org/W1975062332","https://openalex.org/W2050502901","https://openalex.org/W2051341588","https://openalex.org/W2115984935","https://openalex.org/W2118938385","https://openalex.org/W2134240743","https://openalex.org/W2139865581","https://openalex.org/W2164652223","https://openalex.org/W2179859124","https://openalex.org/W2293738871","https://openalex.org/W2776946813","https://openalex.org/W2916542814","https://openalex.org/W2968111871","https://openalex.org/W3005097955","https://openalex.org/W3039508922","https://openalex.org/W3099557721","https://openalex.org/W3104000671","https://openalex.org/W4246066915","https://openalex.org/W4285143215","https://openalex.org/W4302423442","https://openalex.org/W6817941307"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}