{"id":"https://openalex.org/W4378983659","doi":"https://doi.org/10.1007/s11633-022-1396-2","title":"Machine Learning Methods in Solving the Boolean Satisfiability Problem","display_name":"Machine Learning Methods in Solving the Boolean Satisfiability Problem","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4378983659","doi":"https://doi.org/10.1007/s11633-022-1396-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11633-022-1396-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-022-1396-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210224602","display_name":"Machine Intelligence Research","issn_l":"2731-538X","issn":["2731-538X","2731-5398"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Machine Intelligence Research","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/A5103052721","display_name":"Wenxuan Guo","orcid":"https://orcid.org/0000-0001-6336-3819"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxuan Guo","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China"],"affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031170152","display_name":"Hui\u2010Ling Zhen","orcid":"https://orcid.org/0000-0003-0310-3825"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]},{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Hui-Ling Zhen","raw_affiliation_strings":["Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China"],"affiliations":[{"raw_affiliation_string":"Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I4210159102","https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101955772","display_name":"Xijun Li","orcid":"https://orcid.org/0000-0002-9013-1180"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Xijun Li","raw_affiliation_strings":["Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China"],"affiliations":[{"raw_affiliation_string":"Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I4210159102","https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029640789","display_name":"Wanqian Luo","orcid":"https://orcid.org/0009-0003-2638-1382"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]},{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Wanqian Luo","raw_affiliation_strings":["Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China"],"affiliations":[{"raw_affiliation_string":"Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I4210159102","https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078949174","display_name":"Mingxuan Yuan","orcid":"https://orcid.org/0000-0002-2236-8784"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]},{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN","SE"],"is_corresponding":false,"raw_author_name":"Mingxuan Yuan","raw_affiliation_strings":["Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China"],"affiliations":[{"raw_affiliation_string":"Noah\u2019s Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I4210159102","https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Noah's Ark Laboratory, Huawei Ltd., Shenzhen, 518129, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085787425","display_name":"Yaohui Jin","orcid":"https://orcid.org/0000-0001-6158-6277"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaohui Jin","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China"],"affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087158377","display_name":"Junchi Yan","orcid":"https://orcid.org/0000-0001-9639-7679"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junchi Yan","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China"],"affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5087158377"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":4.4647,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94961443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"5","first_page":"640","last_page":"655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10142","display_name":"Formal Methods in Verification","score":0.9695000052452087,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9527999758720398,"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":0.72405606508255},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.6821092367172241},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6389456987380981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6355606913566589},{"id":"https://openalex.org/keywords/satisfiability","display_name":"Satisfiability","score":0.6089263558387756},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3398342728614807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.72405606508255},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.6821092367172241},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6389456987380981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6355606913566589},{"id":"https://openalex.org/C168773769","wikidata":"https://www.wikidata.org/wiki/Q1350299","display_name":"Satisfiability","level":2,"score":0.6089263558387756},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3398342728614807}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11633-022-1396-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-022-1396-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210224602","display_name":"Machine Intelligence Research","issn_l":"2731-538X","issn":["2731-538X","2731-5398"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Machine Intelligence Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W167199924","https://openalex.org/W1485011986","https://openalex.org/W1486852605","https://openalex.org/W1506255457","https://openalex.org/W1598796236","https://openalex.org/W1901616594","https://openalex.org/W2017127020","https://openalex.org/W2036265926","https://openalex.org/W2044560939","https://openalex.org/W2057361103","https://openalex.org/W2119717200","https://openalex.org/W2142785340","https://openalex.org/W2147148915","https://openalex.org/W2153904215","https://openalex.org/W2155218845","https://openalex.org/W2182702718","https://openalex.org/W2282536569","https://openalex.org/W2296073425","https://openalex.org/W2409909788","https://openalex.org/W2415170901","https://openalex.org/W2498324117","https://openalex.org/W2519887557","https://openalex.org/W2592791543","https://openalex.org/W2604367799","https://openalex.org/W2741018536","https://openalex.org/W2810313326","https://openalex.org/W2912450141","https://openalex.org/W2919115771","https://openalex.org/W2921992864","https://openalex.org/W2942329463","https://openalex.org/W2964281761","https://openalex.org/W2965417777","https://openalex.org/W2981450544","https://openalex.org/W2990320905","https://openalex.org/W2990602799","https://openalex.org/W2997090216","https://openalex.org/W3000806426","https://openalex.org/W3035746743","https://openalex.org/W3038905491","https://openalex.org/W3039090944","https://openalex.org/W3047863327","https://openalex.org/W3097154477","https://openalex.org/W3097877849","https://openalex.org/W3099894574","https://openalex.org/W3120742436","https://openalex.org/W3146669578","https://openalex.org/W3152893301","https://openalex.org/W3157925306","https://openalex.org/W3163799188","https://openalex.org/W3165235487","https://openalex.org/W3183139685","https://openalex.org/W3195745537","https://openalex.org/W3198456980","https://openalex.org/W3209924365","https://openalex.org/W3210841499","https://openalex.org/W3211311018","https://openalex.org/W4220886077","https://openalex.org/W4238811272","https://openalex.org/W4282821489","https://openalex.org/W4287119796","https://openalex.org/W4309338467","https://openalex.org/W6629443124","https://openalex.org/W6631190155","https://openalex.org/W6680349333","https://openalex.org/W6725207838","https://openalex.org/W6748262478","https://openalex.org/W6749406891","https://openalex.org/W6767499146","https://openalex.org/W6779012609","https://openalex.org/W6891640571"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}