{"id":"https://openalex.org/W3082049574","doi":"https://doi.org/10.1007/s12652-020-02484-z","title":"Binary $$\\beta$$-hill climbing optimizer with S-shape transfer function for feature selection","display_name":"Binary $$\\beta$$-hill climbing optimizer with S-shape transfer function for feature selection","publication_year":2020,"publication_date":"2020-08-28","ids":{"openalex":"https://openalex.org/W3082049574","doi":"https://doi.org/10.1007/s12652-020-02484-z","mag":"3082049574"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-020-02484-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02484-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/A5081678536","display_name":"Mohammed Azmi Al\u2010Betar","orcid":"https://orcid.org/0000-0003-1980-1791"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]},{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["AE","JO"],"is_corresponding":true,"raw_author_name":"Mohammed Azmi Al-Betar","raw_affiliation_strings":["Department of Information Technology - MSAI, College of Engineering and Information Technology, Ajman University, Ajman, UAE","Department of Information Technology, Al-Huson University College, Al-Balqa Applied University, Al-Huson, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology - MSAI, College of Engineering and Information Technology, Ajman University, Ajman, UAE","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"Department of Information Technology, Al-Huson University College, Al-Balqa Applied University, Al-Huson, Irbid, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044306430","display_name":"Abdelaziz I. Hammouri","orcid":"https://orcid.org/0000-0002-0612-8246"},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Abdelaziz I. Hammouri","raw_affiliation_strings":["Department of Computer Information Systems, Al-Balqa Applied University, Al-Salt, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Information Systems, Al-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085661326","display_name":"Mohammed A. Awadallah","orcid":"https://orcid.org/0000-0002-7815-8946"},"institutions":[{"id":"https://openalex.org/I207527440","display_name":"Al-Aqsa University","ror":"https://ror.org/03e99kh24","country_code":"PS","type":"education","lineage":["https://openalex.org/I207527440"]}],"countries":["PS"],"is_corresponding":true,"raw_author_name":"Mohammed A. Awadallah","raw_affiliation_strings":["Department of Computer Science, Al-Aqsa University, Gaza, Palestine","Department of Computer Science, Al-Aqsa University, P. O. Box 4051, Gaza, Palestine"],"raw_orcid":"https://orcid.org/0000-0002-7815-8946","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Al-Aqsa University, Gaza, Palestine","institution_ids":["https://openalex.org/I207527440"]},{"raw_affiliation_string":"Department of Computer Science, Al-Aqsa University, P. O. Box 4051, Gaza, Palestine","institution_ids":["https://openalex.org/I207527440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003975347","display_name":"Iyad Abu Doush","orcid":"https://orcid.org/0000-0001-7200-0032"},"institutions":[{"id":"https://openalex.org/I75535952","display_name":"American University of Kuwait","ror":"https://ror.org/00w73cg32","country_code":"KW","type":"education","lineage":["https://openalex.org/I75535952"]},{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO","KW"],"is_corresponding":true,"raw_author_name":"Iyad Abu Doush","raw_affiliation_strings":["Computer Science Department, American University of Kuwait, Salmiya, Kuwait","Computer Science Department, Yarmouk University, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, American University of Kuwait, Salmiya, Kuwait","institution_ids":["https://openalex.org/I75535952"]},{"raw_affiliation_string":"Computer Science Department, Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003975347","https://openalex.org/A5044306430","https://openalex.org/A5081678536","https://openalex.org/A5085661326"],"corresponding_institution_ids":["https://openalex.org/I182000528","https://openalex.org/I207527440","https://openalex.org/I33926330","https://openalex.org/I75535952","https://openalex.org/I85507684"],"apc_list":{"value":3490,"currency":"USD","value_usd":3490},"apc_paid":null,"fwci":2.9808,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92765227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"7","first_page":"7637","last_page":"7665"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9847000241279602,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hill-climbing","display_name":"Hill climbing","score":0.8588211536407471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6573036313056946},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6477140188217163},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6187604069709778},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.5389960408210754},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5160791277885437},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5072965025901794},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.48303231596946716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4469192326068878},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.41212689876556396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35459762811660767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3351263999938965},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3337614834308624},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.30208680033683777}],"concepts":[{"id":"https://openalex.org/C135450995","wikidata":"https://www.wikidata.org/wiki/Q820272","display_name":"Hill climbing","level":2,"score":0.8588211536407471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573036313056946},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6477140188217163},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6187604069709778},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.5389960408210754},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5160791277885437},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5072965025901794},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.48303231596946716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4469192326068878},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.41212689876556396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35459762811660767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3351263999938965},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3337614834308624},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.30208680033683777},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-020-02484-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02484-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":80,"referenced_works":["https://openalex.org/W1500895378","https://openalex.org/W1613273921","https://openalex.org/W1661871015","https://openalex.org/W1892848734","https://openalex.org/W1961043134","https://openalex.org/W1964137961","https://openalex.org/W1977838479","https://openalex.org/W1983024255","https://openalex.org/W2002352636","https://openalex.org/W2002900768","https://openalex.org/W2004617458","https://openalex.org/W2005492836","https://openalex.org/W2008947716","https://openalex.org/W2014102731","https://openalex.org/W2014802425","https://openalex.org/W2027739797","https://openalex.org/W2039568841","https://openalex.org/W2046090660","https://openalex.org/W2057455558","https://openalex.org/W2060003092","https://openalex.org/W2069928051","https://openalex.org/W2077140264","https://openalex.org/W2082173396","https://openalex.org/W2086208228","https://openalex.org/W2088978850","https://openalex.org/W2099111195","https://openalex.org/W2102221597","https://openalex.org/W2103333826","https://openalex.org/W2106053110","https://openalex.org/W2109293916","https://openalex.org/W2115933183","https://openalex.org/W2117613928","https://openalex.org/W2118578744","https://openalex.org/W2119387367","https://openalex.org/W2125213524","https://openalex.org/W2132966115","https://openalex.org/W2143153057","https://openalex.org/W2150747245","https://openalex.org/W2151554678","https://openalex.org/W2155925556","https://openalex.org/W2158933803","https://openalex.org/W2163264097","https://openalex.org/W2165466912","https://openalex.org/W2210387432","https://openalex.org/W2210472625","https://openalex.org/W2343247866","https://openalex.org/W2461302873","https://openalex.org/W2471704359","https://openalex.org/W2528103328","https://openalex.org/W2540352327","https://openalex.org/W2609220535","https://openalex.org/W2610903531","https://openalex.org/W2611743072","https://openalex.org/W2739135567","https://openalex.org/W2751740819","https://openalex.org/W2754036447","https://openalex.org/W2756051145","https://openalex.org/W2765489385","https://openalex.org/W2767768852","https://openalex.org/W2768497671","https://openalex.org/W2774064330","https://openalex.org/W2776226778","https://openalex.org/W2781012528","https://openalex.org/W2788103690","https://openalex.org/W2795896985","https://openalex.org/W2799061466","https://openalex.org/W2800318991","https://openalex.org/W2805202830","https://openalex.org/W2811460725","https://openalex.org/W2883013658","https://openalex.org/W2885770227","https://openalex.org/W2892079407","https://openalex.org/W2895283602","https://openalex.org/W2899880384","https://openalex.org/W2901827551","https://openalex.org/W2913150817","https://openalex.org/W2945163040","https://openalex.org/W2948009788","https://openalex.org/W4246565613","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1232705","https://openalex.org/W2460653416","https://openalex.org/W2053571861","https://openalex.org/W2077160445","https://openalex.org/W1939200287","https://openalex.org/W2022341304","https://openalex.org/W2082305040","https://openalex.org/W4381955380","https://openalex.org/W4211249017","https://openalex.org/W2138041878"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
