{"id":"https://openalex.org/W4288802236","doi":"https://doi.org/10.1007/s10489-022-03863-z","title":"A novel feature selection method via mining Markov blanket","display_name":"A novel feature selection method via mining Markov blanket","publication_year":2022,"publication_date":"2022-07-30","ids":{"openalex":"https://openalex.org/W4288802236","doi":"https://doi.org/10.1007/s10489-022-03863-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-022-03863-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03863-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5001866583","display_name":"Waqar Ali Khan","orcid":"https://orcid.org/0000-0002-9772-1167"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Waqar Khan","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Haigang District, Qinhuangdao, 066004, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Haigang District, Qinhuangdao, 066004, Hebei, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022434722","display_name":"Lingfu Kong","orcid":"https://orcid.org/0000-0001-7696-1412"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfu Kong","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Haigang District, Qinhuangdao, 066004, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Haigang District, Qinhuangdao, 066004, Hebei, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004153857","display_name":"Sohail M. Noman","orcid":"https://orcid.org/0000-0003-0081-5843"},"institutions":[{"id":"https://openalex.org/I4210120522","display_name":"Shantou University Medical College","ror":"https://ror.org/02gxych78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210120522"]},{"id":"https://openalex.org/I32574673","display_name":"Shantou University","ror":"https://ror.org/01a099706","country_code":"CN","type":"education","lineage":["https://openalex.org/I32574673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sohail M. Noman","raw_affiliation_strings":["Department of Cell Biology and Genetics, Shantou University Medical College, Jinping District, Shantou, 515041, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Department of Cell Biology and Genetics, Shantou University Medical College, Jinping District, Shantou, 515041, Guangdong, China","institution_ids":["https://openalex.org/I32574673","https://openalex.org/I4210120522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083091566","display_name":"Brekhna Brekhna","orcid":null},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]},{"id":"https://openalex.org/I112819271","display_name":"Shaheed Benazir Bhutto Women University","ror":"https://ror.org/00s2rk252","country_code":"PK","type":"education","lineage":["https://openalex.org/I112819271"]}],"countries":["CN","PK"],"is_corresponding":false,"raw_author_name":"Brekhna Brekhna","raw_affiliation_strings":["Department of Computer Science, Shaheed Benazir Bhutto Women University, Larama District, Peshawar, 25000, KPK, Pakistan","School of Computer Science and Technology, Shandong University of Finance and Economics, Lixia District, Jinan, 250000, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shaheed Benazir Bhutto Women University, Larama District, Peshawar, 25000, KPK, Pakistan","institution_ids":["https://openalex.org/I112819271"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Finance and Economics, Lixia District, Jinan, 250000, Shandong, China","institution_ids":["https://openalex.org/I59483232"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001866583"],"corresponding_institution_ids":["https://openalex.org/I39333907"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.6116,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67242264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"53","issue":"7","first_page":"8232","last_page":"8255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9865000247955322,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.984499990940094,"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/markov-blanket","display_name":"Markov blanket","score":0.9795290231704712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7340035438537598},{"id":"https://openalex.org/keywords/blanket","display_name":"Blanket","score":0.6548468470573425},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5885139107704163},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5857064127922058},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5610367655754089},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4825839102268219},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.4506226181983948},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43688878417015076},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4337364435195923},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4333500266075134},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42086061835289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3646332621574402},{"id":"https://openalex.org/keywords/variable-order-markov-model","display_name":"Variable-order Markov model","score":0.1464073359966278}],"concepts":[{"id":"https://openalex.org/C123867240","wikidata":"https://www.wikidata.org/wiki/Q3001792","display_name":"Markov blanket","level":5,"score":0.9795290231704712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340035438537598},{"id":"https://openalex.org/C2779261148","wikidata":"https://www.wikidata.org/wiki/Q5852","display_name":"Blanket","level":2,"score":0.6548468470573425},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5885139107704163},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5857064127922058},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5610367655754089},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4825839102268219},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.4506226181983948},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43688878417015076},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4337364435195923},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4333500266075134},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42086061835289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3646332621574402},{"id":"https://openalex.org/C54907487","wikidata":"https://www.wikidata.org/wiki/Q7915688","display_name":"Variable-order Markov model","level":4,"score":0.1464073359966278},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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":1,"locations":[{"id":"doi:10.1007/s10489-022-03863-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03863-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2240536489","https://openalex.org/W2769023607","https://openalex.org/W2887961823","https://openalex.org/W2910328891","https://openalex.org/W2912882859","https://openalex.org/W2917719905","https://openalex.org/W2925608410","https://openalex.org/W2971034980","https://openalex.org/W2973192395","https://openalex.org/W2979638007","https://openalex.org/W2980507899","https://openalex.org/W2982285299","https://openalex.org/W3014714271","https://openalex.org/W3016344614","https://openalex.org/W3024855047","https://openalex.org/W3025628315","https://openalex.org/W3047753861","https://openalex.org/W3082822460","https://openalex.org/W3088579899","https://openalex.org/W3091533194","https://openalex.org/W3120419251","https://openalex.org/W3127524721","https://openalex.org/W3130442785","https://openalex.org/W3155575086","https://openalex.org/W3158764022","https://openalex.org/W3161175575","https://openalex.org/W3173192496","https://openalex.org/W3186106104","https://openalex.org/W3186962463","https://openalex.org/W3193978175","https://openalex.org/W3200378786","https://openalex.org/W3204294171","https://openalex.org/W3208810447","https://openalex.org/W4205764435","https://openalex.org/W4205835993"],"related_works":["https://openalex.org/W49111948","https://openalex.org/W2145188897","https://openalex.org/W4206306045","https://openalex.org/W2307705085","https://openalex.org/W2386792210","https://openalex.org/W3186106104","https://openalex.org/W1543352766","https://openalex.org/W2134681155","https://openalex.org/W1983169436","https://openalex.org/W1989309026"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
