{"id":"https://openalex.org/W2805107728","doi":"https://doi.org/10.1007/s13042-018-0833-6","title":"Metaheuristic-based extreme learning machines: a review of design formulations and applications","display_name":"Metaheuristic-based extreme learning machines: a review of design formulations and applications","publication_year":2018,"publication_date":"2018-06-08","ids":{"openalex":"https://openalex.org/W2805107728","doi":"https://doi.org/10.1007/s13042-018-0833-6","mag":"2805107728"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-018-0833-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-018-0833-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"},"type":"review","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/A5066838830","display_name":"Mohammed Eshtay","orcid":"https://orcid.org/0000-0001-5325-5304"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammed Eshtay","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048560390","display_name":"Hossam Faris","orcid":"https://orcid.org/0000-0003-4261-8127"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hossam Faris","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-4261-8127","affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000391092","display_name":"Nadim Obeid","orcid":"https://orcid.org/0000-0001-9218-0923"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]},{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nadim Obeid","raw_affiliation_strings":["Department of Computer Science, King Hussein School of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan","King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, King Hussein School of Computing Sciences, Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]},{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":3.717,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.94450726,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"6","first_page":"1543","last_page":"1561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":1.0,"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":0.9793999791145325,"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/T10320","display_name":"Neural Networks and Applications","score":0.9715999960899353,"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.8514769077301025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7744511365890503},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.7371191382408142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6347799301147461},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6118588447570801},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5653374195098877},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5257868766784668},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47029682993888855},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4584990441799164},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.42308205366134644},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.19153299927711487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10273054242134094}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8514769077301025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7744511365890503},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.7371191382408142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6347799301147461},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6118588447570801},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5653374195098877},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5257868766784668},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47029682993888855},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4584990441799164},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.42308205366134644},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.19153299927711487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10273054242134094},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-018-0833-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-018-0833-6","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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":113,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W141982089","https://openalex.org/W614119048","https://openalex.org/W1167222697","https://openalex.org/W1576818901","https://openalex.org/W1578950828","https://openalex.org/W1595159159","https://openalex.org/W1596914020","https://openalex.org/W1597186980","https://openalex.org/W1646140329","https://openalex.org/W1659842140","https://openalex.org/W1811383104","https://openalex.org/W1965895201","https://openalex.org/W1973757115","https://openalex.org/W1980480036","https://openalex.org/W1984530193","https://openalex.org/W1988115241","https://openalex.org/W1990517717","https://openalex.org/W1993717606","https://openalex.org/W1997754540","https://openalex.org/W1999024143","https://openalex.org/W1999577172","https://openalex.org/W2002959904","https://openalex.org/W2004617458","https://openalex.org/W2010334716","https://openalex.org/W2022740958","https://openalex.org/W2023816683","https://openalex.org/W2024060531","https://openalex.org/W2026131661","https://openalex.org/W2026471620","https://openalex.org/W2028759731","https://openalex.org/W2030184507","https://openalex.org/W2031878488","https://openalex.org/W2039568841","https://openalex.org/W2040604977","https://openalex.org/W2040870580","https://openalex.org/W2046609661","https://openalex.org/W2047028564","https://openalex.org/W2052912973","https://openalex.org/W2055289077","https://openalex.org/W2055429730","https://openalex.org/W2059992053","https://openalex.org/W2073150031","https://openalex.org/W2075273991","https://openalex.org/W2077344880","https://openalex.org/W2086146067","https://openalex.org/W2090275183","https://openalex.org/W2098290011","https://openalex.org/W2099579348","https://openalex.org/W2102184039","https://openalex.org/W2103496339","https://openalex.org/W2104670598","https://openalex.org/W2107941094","https://openalex.org/W2109364787","https://openalex.org/W2109530912","https://openalex.org/W2111072639","https://openalex.org/W2112152238","https://openalex.org/W2118044993","https://openalex.org/W2121971770","https://openalex.org/W2122122715","https://openalex.org/W2123876002","https://openalex.org/W2128084896","https://openalex.org/W2130372754","https://openalex.org/W2133752269","https://openalex.org/W2134603844","https://openalex.org/W2134761066","https://openalex.org/W2136674036","https://openalex.org/W2137983211","https://openalex.org/W2141695047","https://openalex.org/W2151554678","https://openalex.org/W2155482699","https://openalex.org/W2159311532","https://openalex.org/W2159734188","https://openalex.org/W2166185161","https://openalex.org/W2167415096","https://openalex.org/W2167982865","https://openalex.org/W2170186790","https://openalex.org/W2174346627","https://openalex.org/W2174362944","https://openalex.org/W2184019051","https://openalex.org/W2184652140","https://openalex.org/W2287814884","https://openalex.org/W2290402024","https://openalex.org/W2293339254","https://openalex.org/W2294955579","https://openalex.org/W2301541953","https://openalex.org/W2305347498","https://openalex.org/W2339447311","https://openalex.org/W2416913875","https://openalex.org/W2515155758","https://openalex.org/W2522911777","https://openalex.org/W2541011702","https://openalex.org/W2565457883","https://openalex.org/W2587345921","https://openalex.org/W2607097720","https://openalex.org/W2610793800","https://openalex.org/W2618322250","https://openalex.org/W2757443524","https://openalex.org/W2766736793","https://openalex.org/W2790025164","https://openalex.org/W2994602700","https://openalex.org/W2997776631","https://openalex.org/W3121926921","https://openalex.org/W3125537303","https://openalex.org/W3126379430","https://openalex.org/W3144756387","https://openalex.org/W3146803896","https://openalex.org/W3159058926","https://openalex.org/W3207342693","https://openalex.org/W4234698323","https://openalex.org/W4246598646","https://openalex.org/W4300402905","https://openalex.org/W4312531999"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W1993717606","https://openalex.org/W2807952458","https://openalex.org/W2474821701","https://openalex.org/W2361792200","https://openalex.org/W4401797881","https://openalex.org/W3038748417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
