{"id":"https://openalex.org/W4400388429","doi":"https://doi.org/10.1007/s11042-024-19769-6","title":"Text classification based on optimization feature selection methods: a review and future directions","display_name":"Text classification based on optimization feature selection methods: a review and future directions","publication_year":2024,"publication_date":"2024-07-06","ids":{"openalex":"https://openalex.org/W4400388429","doi":"https://doi.org/10.1007/s11042-024-19769-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-19769-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-19769-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5085272093","display_name":"Osamah Mohammed Alyasiri","orcid":"https://orcid.org/0000-0002-2345-2443"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]},{"id":"https://openalex.org/I4210155527","display_name":"Al-Furat Al-Awsat Technical University","ror":"https://ror.org/04hsvhf62","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210155527"]}],"countries":["IQ","MY"],"is_corresponding":true,"raw_author_name":"Osamah Mohammed Alyasiri","raw_affiliation_strings":["Karbala Technical Institute, Al-Furat Al-Awsat Technical University, Karbala, 56001, Iraq","School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-2345-2443","affiliations":[{"raw_affiliation_string":"Karbala Technical Institute, Al-Furat Al-Awsat Technical University, Karbala, 56001, Iraq","institution_ids":["https://openalex.org/I4210155527"]},{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051371182","display_name":"Yu\u2013N Cheah","orcid":"https://orcid.org/0000-0002-5644-9427"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Yu-N Cheah","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5644-9427","affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396872","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-2058-7123"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Penang, 11800, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077958491","display_name":"Omar Mustafa Al-Janabi","orcid":"https://orcid.org/0000-0002-1044-8234"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Omar Mustafa Al-Janabi","raw_affiliation_strings":["College of Medicine, University of Baghdad, Baghdad, 6751, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine, University of Baghdad, Baghdad, 6751, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029512928","display_name":"Ammar Kamal Abasi","orcid":"https://orcid.org/0000-0003-0725-6167"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ammar Kamal Abasi","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051371182","https://openalex.org/A5085272093"],"corresponding_institution_ids":["https://openalex.org/I139322472","https://openalex.org/I4210155527"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":3.0946,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92223458,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"84","issue":"15","first_page":"14187","last_page":"14233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987000226974487,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9987000226974487,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9937000274658203,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9868000149726868,"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":0.8416426181793213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5772954821586609},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5694491267204285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5616869926452637},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5436152815818787},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5219023823738098},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.45713648200035095},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44133251905441284},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3347705900669098},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32653626799583435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8416426181793213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5772954821586609},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5694491267204285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5616869926452637},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5436152815818787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5219023823738098},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.45713648200035095},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44133251905441284},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3347705900669098},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32653626799583435},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-19769-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-19769-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":129,"referenced_works":["https://openalex.org/W1924178503","https://openalex.org/W2004575852","https://openalex.org/W2170505850","https://openalex.org/W2317515691","https://openalex.org/W2336723934","https://openalex.org/W2562036780","https://openalex.org/W2564896438","https://openalex.org/W2591502885","https://openalex.org/W2604489797","https://openalex.org/W2613786420","https://openalex.org/W2735984326","https://openalex.org/W2743537871","https://openalex.org/W2763810638","https://openalex.org/W2765430247","https://openalex.org/W2782178484","https://openalex.org/W2783827472","https://openalex.org/W2790215293","https://openalex.org/W2795035287","https://openalex.org/W2800318991","https://openalex.org/W2802787326","https://openalex.org/W2803393527","https://openalex.org/W2807776514","https://openalex.org/W2886681617","https://openalex.org/W2889362093","https://openalex.org/W2896687577","https://openalex.org/W2897088694","https://openalex.org/W2899750879","https://openalex.org/W2909182718","https://openalex.org/W2909791909","https://openalex.org/W2913673059","https://openalex.org/W2921004873","https://openalex.org/W2927431311","https://openalex.org/W2937423263","https://openalex.org/W2943857514","https://openalex.org/W2945495424","https://openalex.org/W2951073010","https://openalex.org/W2958071296","https://openalex.org/W2963490656","https://openalex.org/W2964498586","https://openalex.org/W2965118967","https://openalex.org/W2968184507","https://openalex.org/W2973941913","https://openalex.org/W2987201163","https://openalex.org/W2989576360","https://openalex.org/W2990249904","https://openalex.org/W2994717052","https://openalex.org/W3001343236","https://openalex.org/W3003169565","https://openalex.org/W3004565805","https://openalex.org/W3005737635","https://openalex.org/W3006097138","https://openalex.org/W3007689421","https://openalex.org/W3034280731","https://openalex.org/W3036681722","https://openalex.org/W3037144599","https://openalex.org/W3046230034","https://openalex.org/W3047183961","https://openalex.org/W3048037280","https://openalex.org/W3081125651","https://openalex.org/W3082454291","https://openalex.org/W3084389689","https://openalex.org/W3090612586","https://openalex.org/W3105625590","https://openalex.org/W3111778430","https://openalex.org/W3115325490","https://openalex.org/W3121216533","https://openalex.org/W3127432888","https://openalex.org/W3129990883","https://openalex.org/W3135387830","https://openalex.org/W3135655178","https://openalex.org/W3135934252","https://openalex.org/W3153134271","https://openalex.org/W3155034894","https://openalex.org/W3158639405","https://openalex.org/W3175492893","https://openalex.org/W3186962463","https://openalex.org/W3188069635","https://openalex.org/W3191238203","https://openalex.org/W3194343069","https://openalex.org/W3200390549","https://openalex.org/W3209557542","https://openalex.org/W3210526060","https://openalex.org/W4200168242","https://openalex.org/W4200272499","https://openalex.org/W4210260980","https://openalex.org/W4210264345","https://openalex.org/W4223929858","https://openalex.org/W4224468222","https://openalex.org/W4226019082","https://openalex.org/W4246565613","https://openalex.org/W4282934297","https://openalex.org/W4283641397","https://openalex.org/W4285497582","https://openalex.org/W4293239756","https://openalex.org/W4293770416","https://openalex.org/W4294306727","https://openalex.org/W4296079469","https://openalex.org/W4308112567","https://openalex.org/W4312441539","https://openalex.org/W4313232423","https://openalex.org/W4313530682","https://openalex.org/W4313731711","https://openalex.org/W4313906984","https://openalex.org/W4315926651","https://openalex.org/W4317521107","https://openalex.org/W4318570816","https://openalex.org/W4320487090","https://openalex.org/W4321439922","https://openalex.org/W4322504929","https://openalex.org/W4323265954","https://openalex.org/W4360976562","https://openalex.org/W4362672383","https://openalex.org/W4362686942","https://openalex.org/W4365448996","https://openalex.org/W4367627723","https://openalex.org/W4376149201","https://openalex.org/W4377200868","https://openalex.org/W4377263977","https://openalex.org/W4381280781","https://openalex.org/W4381481163","https://openalex.org/W4386648688","https://openalex.org/W4389231539","https://openalex.org/W4390141881","https://openalex.org/W4390235437","https://openalex.org/W4390673266","https://openalex.org/W4391917650","https://openalex.org/W4392883273","https://openalex.org/W4399360302","https://openalex.org/W6602452458"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W3147584709","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2389015757","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
