{"id":"https://openalex.org/W7146988547","doi":"https://doi.org/10.1016/j.neucom.2026.133517","title":"A constrain\u2013select Markov blanket discovery algorithm for causal feature selection","display_name":"A constrain\u2013select Markov blanket discovery algorithm for causal feature selection","publication_year":2026,"publication_date":"2026-03-31","ids":{"openalex":"https://openalex.org/W7146988547","doi":"https://doi.org/10.1016/j.neucom.2026.133517"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.133517","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133517","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"type":"article","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/A5101569853","display_name":"Zhongli Chen","orcid":"https://orcid.org/0000-0003-3135-2669"},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I4210134217","display_name":"Tibet Autonomous Region People's Hospital","ror":"https://ror.org/0476td389","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210134217"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongli Chen","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","Key Laboratory of Advanced Computing, Gansu Province (Gansu Computing Center), Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","Tibet Center for Disease Control and Prevention, Lhasa, Tibet Autonomous Region, 850000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"Key Laboratory of Advanced Computing, Gansu Province (Gansu Computing Center), Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"Tibet Center for Disease Control and Prevention, Lhasa, Tibet Autonomous Region, 850000, China","institution_ids":["https://openalex.org/I4210134217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132677818","display_name":"Yi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Yang","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007581833","display_name":"Chang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caihong Li","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079824167","display_name":"Jiaoyun Yang","orcid":"https://orcid.org/0000-0002-0233-590X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaoyun Yang","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, 230009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, Anhui, 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132680026","display_name":"Min Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Li","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026328487","display_name":"Zhiwen Chen","orcid":"https://orcid.org/0000-0002-8302-8839"},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I4210134217","display_name":"Tibet Autonomous Region People's Hospital","ror":"https://ror.org/0476td389","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210134217"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Chen","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","Key Laboratory of Advanced Computing, Gansu Province (Gansu Computing Center), Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","Tibet Center for Disease Control and Prevention, Lhasa, Tibet Autonomous Region, 850000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"Key Laboratory of Advanced Computing, Gansu Province (Gansu Computing Center), Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"Tibet Center for Disease Control and Prevention, Lhasa, Tibet Autonomous Region, 850000, China","institution_ids":["https://openalex.org/I4210134217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104360275","display_name":"Mingming Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingming Wang","raw_affiliation_strings":["Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gansu Provincial Key Laboratory of Artificial Intelligence and Computing Technology, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210088494"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120627625","display_name":"Xiangquan Gui","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141476","display_name":"Institute of Tibetan Plateau Research","ror":"https://ror.org/03zn6c508","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210141476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangquan Gui","raw_affiliation_strings":["Data Intelligence Laboratory of Tibetan Plateau Humanistic Environment, Lanzhou, Gansu, 730000, China"],"raw_orcid":"https://orcid.org/0009-0009-7149-5278","affiliations":[{"raw_affiliation_string":"Data Intelligence Laboratory of Tibetan Plateau Humanistic Environment, Lanzhou, Gansu, 730000, China","institution_ids":["https://openalex.org/I4210141476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5132677818"],"corresponding_institution_ids":["https://openalex.org/I4210088494","https://openalex.org/I76214153"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73086041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"683","issue":null,"first_page":"133517","last_page":"133517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.8898000121116638,"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":0.8898000121116638,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.018799999728798866,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.017799999564886093,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-blanket","display_name":"Markov blanket","score":0.8176000118255615},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5796999931335449},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5386000275611877},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5116000175476074},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5008000135421753},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4490000009536743},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.41830000281333923},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.40700000524520874}],"concepts":[{"id":"https://openalex.org/C123867240","wikidata":"https://www.wikidata.org/wiki/Q3001792","display_name":"Markov blanket","level":5,"score":0.8176000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659600019454956},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5796999931335449},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5386000275611877},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5238999724388123},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5116000175476074},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5008000135421753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4627000093460083},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4490000009536743},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43380001187324524},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.40700000524520874},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3970000147819519},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.39259999990463257},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36489999294281006},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C176248197","wikidata":"https://www.wikidata.org/wiki/Q458526","display_name":"Probably approximately correct learning","level":4,"score":0.2718999981880188},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.133517","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133517","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313889","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32"},{"id":"https://openalex.org/F4320325927","display_name":"Science and Technology Department of Gansu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2013374740","https://openalex.org/W2158217645","https://openalex.org/W2324228145","https://openalex.org/W2510548579","https://openalex.org/W2618817116","https://openalex.org/W2973192395","https://openalex.org/W2980507899","https://openalex.org/W3091533194","https://openalex.org/W3135608507","https://openalex.org/W4200070868","https://openalex.org/W4205764435","https://openalex.org/W4212767395","https://openalex.org/W4220831425","https://openalex.org/W4282939914","https://openalex.org/W4293198433","https://openalex.org/W4293254708","https://openalex.org/W4323345705","https://openalex.org/W4388208509","https://openalex.org/W4389680319","https://openalex.org/W4391323774","https://openalex.org/W4394717538","https://openalex.org/W4401507520","https://openalex.org/W4401797296","https://openalex.org/W4401944184","https://openalex.org/W4402043708","https://openalex.org/W4403118219","https://openalex.org/W4405778702","https://openalex.org/W4414070861","https://openalex.org/W4414920130"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-04T06:10:10.580331","created_date":"2026-04-02T00:00:00"}
