{"id":"https://openalex.org/W4226432754","doi":"https://doi.org/10.1007/s00500-021-06424-7","title":"Enhanced binary genetic algorithm as a feature selection to predict student performance","display_name":"Enhanced binary genetic algorithm as a feature selection to predict student performance","publication_year":2022,"publication_date":"2022-01-05","ids":{"openalex":"https://openalex.org/W4226432754","doi":"https://doi.org/10.1007/s00500-021-06424-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-021-06424-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-06424-7","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft 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/A5080331973","display_name":"Salam Salameh Shreem","orcid":"https://orcid.org/0000-0001-7384-9185"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Salam Salameh Shreem","raw_affiliation_strings":["Data Science Department, HLT, Illinois, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Department, HLT, Illinois, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070313706","display_name":"Hamza Turabieh","orcid":"https://orcid.org/0000-0002-8103-563X"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hamza Turabieh","raw_affiliation_strings":["Information Technology Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017954908","display_name":"Sana Al Azwari","orcid":"https://orcid.org/0000-0002-6659-541X"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sana Al Azwari","raw_affiliation_strings":["Information Technology Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085363722","display_name":"Faiz Baothman","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Faiz Baothman","raw_affiliation_strings":["Computer Science Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Collage of Computing and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080331973"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":12.809,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98854701,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"26","issue":"4","first_page":"1811","last_page":"1823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14025","display_name":"Educational Technology and Assessment","score":0.9837999939918518,"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/T10162","display_name":"Online and Blended Learning","score":0.9114999771118164,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7066526412963867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.701793909072876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6351643204689026},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6166430115699768},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5965286493301392},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5953992605209351},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.592179536819458},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5849084854125977},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5153950452804565},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.45905885100364685},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44712433218955994},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.43242359161376953},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41448983550071716}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7066526412963867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701793909072876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6351643204689026},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6166430115699768},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5965286493301392},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5953992605209351},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.592179536819458},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5849084854125977},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5153950452804565},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.45905885100364685},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44712433218955994},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.43242359161376953},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41448983550071716},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-021-06424-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-06424-7","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G5441021179","display_name":null,"funder_award_id":"TURSP-2020/125","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W138341846","https://openalex.org/W202319970","https://openalex.org/W1497256448","https://openalex.org/W1535602073","https://openalex.org/W1595791868","https://openalex.org/W1596195064","https://openalex.org/W1898103075","https://openalex.org/W2001461762","https://openalex.org/W2009540290","https://openalex.org/W2012968560","https://openalex.org/W2017733151","https://openalex.org/W2018146476","https://openalex.org/W2026535637","https://openalex.org/W2027711578","https://openalex.org/W2035700923","https://openalex.org/W2049868504","https://openalex.org/W2058543300","https://openalex.org/W2066604588","https://openalex.org/W2079777076","https://openalex.org/W2096451472","https://openalex.org/W2104607847","https://openalex.org/W2136776897","https://openalex.org/W2147402878","https://openalex.org/W2153586961","https://openalex.org/W2156368725","https://openalex.org/W2199534480","https://openalex.org/W2540026235","https://openalex.org/W2592804878","https://openalex.org/W2605296821","https://openalex.org/W2738928482","https://openalex.org/W2763958978","https://openalex.org/W2765211991","https://openalex.org/W2767663351","https://openalex.org/W2788255612","https://openalex.org/W2789308566","https://openalex.org/W2793183907","https://openalex.org/W2800700858","https://openalex.org/W2888509550","https://openalex.org/W2897327571","https://openalex.org/W2900404321","https://openalex.org/W2905816416","https://openalex.org/W2911048623","https://openalex.org/W2911617975","https://openalex.org/W2943210284","https://openalex.org/W2945020349","https://openalex.org/W3040010078","https://openalex.org/W3120229318","https://openalex.org/W3140716019"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W4402452563","https://openalex.org/W2250488071","https://openalex.org/W3097449145","https://openalex.org/W2561617217","https://openalex.org/W2356150353","https://openalex.org/W2025378473","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W2967867994"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}