{"id":"https://openalex.org/W4395070816","doi":"https://doi.org/10.1007/s12652-024-04793-z","title":"A feature weighted K-nearest neighbor algorithm based on association rules","display_name":"A feature weighted K-nearest neighbor algorithm based on association rules","publication_year":2024,"publication_date":"2024-04-24","ids":{"openalex":"https://openalex.org/W4395070816","doi":"https://doi.org/10.1007/s12652-024-04793-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-024-04793-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-024-04793-z","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","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/A5064370510","display_name":"Youness Manzali","orcid":"https://orcid.org/0000-0002-5912-3094"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Youness Manzali","raw_affiliation_strings":["Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-5912-3094","affiliations":[{"raw_affiliation_string":"Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042393213","display_name":"Khalidou Abdoulaye Barry","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Khalidou Abdoulaye Barry","raw_affiliation_strings":["Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002091974","display_name":"Rachid Flouchi","orcid":"https://orcid.org/0000-0003-0762-5305"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Rachid Flouchi","raw_affiliation_strings":["Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042176909","display_name":"Youssef Balouki","orcid":"https://orcid.org/0000-0003-0713-5613"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Youssef Balouki","raw_affiliation_strings":["Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086885946","display_name":"Mohamed El\u2010Far","orcid":"https://orcid.org/0000-0002-6458-4207"},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Elfar","raw_affiliation_strings":["Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Applied Physics, Computer Science and Statistics, Faculty of Sciences Dhar El Mehraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Microbial Biotechnology and Bioactive Molecules, Science and Technologies Faculty, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Mathematics, Computer Science and Engineering Sciences Laboratory (MISI), Science and Technologies Faculty, University Hassan 1st, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064370510"],"corresponding_institution_ids":["https://openalex.org/I4210145365","https://openalex.org/I81605866"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.5248,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83186595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"7","first_page":"2995","last_page":"3008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9959999918937683,"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":0.9959999918937683,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9783999919891357,"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/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.7473927736282349},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7153158187866211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6868736147880554},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6813119649887085},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6776677370071411},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6337500810623169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5663794875144958},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5195372700691223},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.48827028274536133},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.483309268951416},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.4509621560573578},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.444572776556015},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.42891281843185425},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4271848201751709}],"concepts":[{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.7473927736282349},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7153158187866211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6868736147880554},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6813119649887085},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6776677370071411},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6337500810623169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5663794875144958},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5195372700691223},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.48827028274536133},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.483309268951416},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.4509621560573578},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.444572776556015},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.42891281843185425},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4271848201751709},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-024-04793-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-024-04793-z","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"Journal of Ambient Intelligence and Humanized Computing","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":37,"referenced_works":["https://openalex.org/W1500568346","https://openalex.org/W1545302199","https://openalex.org/W1588635063","https://openalex.org/W1868630650","https://openalex.org/W1968268380","https://openalex.org/W1985258161","https://openalex.org/W1990680872","https://openalex.org/W1992738091","https://openalex.org/W2026131661","https://openalex.org/W2036959577","https://openalex.org/W2045240677","https://openalex.org/W2064853889","https://openalex.org/W2070493638","https://openalex.org/W2098994397","https://openalex.org/W2132885717","https://openalex.org/W2163952039","https://openalex.org/W2166559705","https://openalex.org/W2169495281","https://openalex.org/W2177019876","https://openalex.org/W2574646402","https://openalex.org/W2593842564","https://openalex.org/W2604504584","https://openalex.org/W2767856675","https://openalex.org/W2798381092","https://openalex.org/W2920384897","https://openalex.org/W2941835166","https://openalex.org/W3045185375","https://openalex.org/W4206671026","https://openalex.org/W4212847608","https://openalex.org/W4212924770","https://openalex.org/W4213431617","https://openalex.org/W4221129249","https://openalex.org/W4239510810","https://openalex.org/W4293860087","https://openalex.org/W4297341989","https://openalex.org/W4313530133","https://openalex.org/W6602143840"],"related_works":["https://openalex.org/W1612029326","https://openalex.org/W2997083166","https://openalex.org/W2086424613","https://openalex.org/W2053515329","https://openalex.org/W3037363193","https://openalex.org/W394483113","https://openalex.org/W2386078281","https://openalex.org/W3111660818","https://openalex.org/W2533731304","https://openalex.org/W4287553507"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
