{"id":"https://openalex.org/W3200094927","doi":"https://doi.org/10.1007/s00521-021-06506-5","title":"Learning a causal structure: a Bayesian random graph approach","display_name":"Learning a causal structure: a Bayesian random graph approach","publication_year":2021,"publication_date":"2021-09-15","ids":{"openalex":"https://openalex.org/W3200094927","doi":"https://doi.org/10.1007/s00521-021-06506-5","mag":"3200094927"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06506-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06506-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.06164","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062704108","display_name":"Mauricio Gonzalez-Soto","orcid":"https://orcid.org/0000-0003-2668-9013"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Mauricio Gonzalez-Soto","raw_affiliation_strings":["Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2668-9013","affiliations":[{"raw_affiliation_string":"Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067717528","display_name":"Ivan Feliciano-Avelino","orcid":"https://orcid.org/0000-0003-2117-5654"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ivan Feliciano-Avelino","raw_affiliation_strings":["Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-2117-5654","affiliations":[{"raw_affiliation_string":"Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044189592","display_name":"Luis Enrique Sucar","orcid":"https://orcid.org/0000-0002-3685-5567"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"L. Enrique Sucar","raw_affiliation_strings":["Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-3685-5567","affiliations":[{"raw_affiliation_string":"Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076464455","display_name":"Hugo Jair Escalante","orcid":"https://orcid.org/0000-0003-4603-3513"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Jair Escalante","raw_affiliation_strings":["Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-4603-3513","affiliations":[{"raw_affiliation_string":"Coordinaci\u00f3n de Ciencias Computacionales, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Luis Enrique Erro 1, Santa Maria Tonanzintla, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062704108"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13495885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"35","issue":"25","first_page":"18147","last_page":"18159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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":0.9988999962806702,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9832000136375427,"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":0.9692000150680542,"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/causal-structure","display_name":"Causal structure","score":0.8297420740127563},{"id":"https://openalex.org/keywords/causal-model","display_name":"Causal model","score":0.6398727893829346},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6270608901977539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6019452810287476},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5126010775566101},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5050755143165588},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4938674569129944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4675663113594055},{"id":"https://openalex.org/keywords/random-graph","display_name":"Random graph","score":0.4526391923427582},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.44975370168685913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4125176668167114},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3786872625350952},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3417794406414032}],"concepts":[{"id":"https://openalex.org/C163504300","wikidata":"https://www.wikidata.org/wiki/Q2364925","display_name":"Causal structure","level":2,"score":0.8297420740127563},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.6398727893829346},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6270608901977539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6019452810287476},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5126010775566101},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5050755143165588},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4938674569129944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4675663113594055},{"id":"https://openalex.org/C47458327","wikidata":"https://www.wikidata.org/wiki/Q910404","display_name":"Random graph","level":3,"score":0.4526391923427582},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.44975370168685913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4125176668167114},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3786872625350952},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3417794406414032},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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":2,"locations":[{"id":"doi:10.1007/s00521-021-06506-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06506-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2010.06164","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2010.06164","pdf_url":"https://arxiv.org/pdf/2010.06164","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.06164","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2010.06164","pdf_url":"https://arxiv.org/pdf/2010.06164","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G199945796","display_name":null,"funder_award_id":"487868","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G4770336628","display_name":null,"funder_award_id":"CB2017-2018 A1-S-43346","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G54345105","display_name":null,"funder_award_id":"725976","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3200094927.pdf","grobid_xml":"https://content.openalex.org/works/W3200094927.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W43029633","https://openalex.org/W221263235","https://openalex.org/W390146837","https://openalex.org/W586545757","https://openalex.org/W617973407","https://openalex.org/W748467075","https://openalex.org/W1491087240","https://openalex.org/W1511986666","https://openalex.org/W1518082915","https://openalex.org/W1524326598","https://openalex.org/W1533368239","https://openalex.org/W1543507677","https://openalex.org/W1568555062","https://openalex.org/W1850984366","https://openalex.org/W1940200000","https://openalex.org/W1965761421","https://openalex.org/W1989279722","https://openalex.org/W2020595559","https://openalex.org/W2036230099","https://openalex.org/W2045656233","https://openalex.org/W2103814088","https://openalex.org/W2109605413","https://openalex.org/W2117519995","https://openalex.org/W2121863487","https://openalex.org/W2129632913","https://openalex.org/W2143891888","https://openalex.org/W2144846366","https://openalex.org/W2162690533","https://openalex.org/W2164284962","https://openalex.org/W2239492470","https://openalex.org/W2310516540","https://openalex.org/W2416991384","https://openalex.org/W2479936045","https://openalex.org/W2491030098","https://openalex.org/W2493009820","https://openalex.org/W2500850851","https://openalex.org/W2606043510","https://openalex.org/W2727862169","https://openalex.org/W2903571680","https://openalex.org/W2948579453","https://openalex.org/W2962681511","https://openalex.org/W2962743311","https://openalex.org/W2963305465","https://openalex.org/W2979225831","https://openalex.org/W3015469787","https://openalex.org/W4214717370","https://openalex.org/W4235019172","https://openalex.org/W4247085914","https://openalex.org/W4248681815","https://openalex.org/W4285719527","https://openalex.org/W4302423442","https://openalex.org/W4308951891"],"related_works":["https://openalex.org/W2950035905","https://openalex.org/W2072483141","https://openalex.org/W2018580387","https://openalex.org/W3098259173","https://openalex.org/W4312269093","https://openalex.org/W2161504683","https://openalex.org/W3170261037","https://openalex.org/W2753729722","https://openalex.org/W3123305972","https://openalex.org/W2780950403"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
