{"id":"https://openalex.org/W1646140329","doi":"https://doi.org/10.1109/ijcnn.2015.7280383","title":"A memetic algorithm based extreme learning machine for classification","display_name":"A memetic algorithm based extreme learning machine for classification","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1646140329","doi":"https://doi.org/10.1109/ijcnn.2015.7280383","mag":"1646140329"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5038549098","display_name":"Yongshan Zhang","orcid":"https://orcid.org/0000-0001-5817-1732"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongshan Zhang","raw_affiliation_strings":["School of Computer Science China, University of Geosciences, Wuhan, China","School of Computer Science, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science China, University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038861185","display_name":"Zhihua Cai","orcid":"https://orcid.org/0000-0003-0020-6503"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Cai","raw_affiliation_strings":["School of Computer Science China, University of Geosciences, Wuhan, China","School of Computer Science, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science China, University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007475662","display_name":"Jia Wu","orcid":"https://orcid.org/0000-0002-1371-5801"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["FElT, University of Technology Sydney, NSW, Australia","Centre for Quantum Computation & Intelligent Systems, FEIT, University of Technology Sydney, NSW 2007, Australia"],"affiliations":[{"raw_affiliation_string":"FElT, University of Technology Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Centre for Quantum Computation & Intelligent Systems, FEIT, University of Technology Sydney, NSW 2007, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406851","display_name":"Xinxin Wang","orcid":"https://orcid.org/0009-0006-2084-4392"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin Wang","raw_affiliation_strings":["School of Computer Science China, University of Geosciences, Wuhan, China","School of Computer Science, China University of Geosciences, Wuhan, 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science China, University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664480","display_name":"Xiaobo Liu","orcid":"https://orcid.org/0000-0001-8470-8388"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Liu","raw_affiliation_strings":["School of Automation China, University of Geosciences, Wuhan, China","[School of Automation, China University of Geosciences, Wuhan 430074, China]"],"affiliations":[{"raw_affiliation_string":"School of Automation China, University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"[School of Automation, China University of Geosciences, Wuhan 430074, China]","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038549098"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":1.7258,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.87819745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"36","issue":null,"first_page":"1","last_page":"8"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10773","display_name":"Extracellular vesicles in disease","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.9189035892486572},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.7496335506439209},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7340638637542725},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6437773108482361},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5935057401657104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5816205739974976},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5099941492080688},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49688485264778137},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4556288421154022},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45540839433670044},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.3029756546020508},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24731594324111938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2343253791332245}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.9189035892486572},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7496335506439209},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7340638637542725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6437773108482361},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5935057401657104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5816205739974976},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5099941492080688},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49688485264778137},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4556288421154022},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45540839433670044},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.3029756546020508},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24731594324111938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2343253791332245},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"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:10.1109/ijcnn.2015.7280383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1604591429","https://openalex.org/W1630205871","https://openalex.org/W1879678483","https://openalex.org/W1971039378","https://openalex.org/W1982761639","https://openalex.org/W1984075590","https://openalex.org/W1984530193","https://openalex.org/W1985834100","https://openalex.org/W1989949705","https://openalex.org/W1998894398","https://openalex.org/W2027287130","https://openalex.org/W2040604977","https://openalex.org/W2060173047","https://openalex.org/W2063933261","https://openalex.org/W2071482028","https://openalex.org/W2082365152","https://openalex.org/W2112837588","https://openalex.org/W2114620686","https://openalex.org/W2126105956","https://openalex.org/W2131381395","https://openalex.org/W2138260443","https://openalex.org/W2154568261","https://openalex.org/W2155529731","https://openalex.org/W2157595416","https://openalex.org/W2170186790","https://openalex.org/W2982720039","https://openalex.org/W3105691405","https://openalex.org/W6639376729","https://openalex.org/W6769814042"],"related_works":["https://openalex.org/W1972782958","https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W2042716007","https://openalex.org/W1778024729","https://openalex.org/W1980841486","https://openalex.org/W2043816158","https://openalex.org/W1587473980"],"abstract_inverted_index":{"Extreme":[0,57],"Learning":[1,58],"Machine":[2,59],"(ELM)":[3],"is":[4,29,69,115],"an":[5],"elegant":[6],"technique":[7,76],"for":[8,61,88],"training":[9],"Single-hidden":[10],"Layer":[11],"Feedforward":[12],"Networks":[13],"(SLFNs)":[14],"with":[15,123],"extremely":[16],"fast":[17],"speed":[18],"that":[19,113],"attracts":[20],"significant":[21],"interest":[22],"recently.":[23],"One":[24],"potential":[25],"weakness":[26],"of":[27,33,72,102,127],"ELM":[28,128],"the":[30,34,43,96],"random":[31],"generation":[32],"input":[35],"weights":[36],"and":[37,77,99,105],"hidden":[38],"biases,":[39],"which":[40,68],"may":[41],"deteriorate":[42],"classification":[44,62,97],"accuracy.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"propose":[50],"a":[51,70],"new":[52],"Memetic":[53,66],"Algorithm":[54,67],"(MA)":[55],"based":[56],"(M-ELM)":[60],"problems.":[63],"M-ELM":[64,114],"uses":[65],"combination":[71],"population-based":[73],"global":[74],"optimization":[75],"individual-based":[78],"local":[79],"heuristic":[80],"search":[81],"method":[82],"to":[83,117],"find":[84],"optimal":[85],"network":[86,92],"parameters":[87,93],"ELM.":[89,103],"The":[90],"optimized":[91],"will":[94],"enhance":[95],"accuracy":[98],"generalization":[100],"performance":[101],"Experiments":[104],"comparisons":[106],"on":[107],"22":[108],"benchmark":[109],"data":[110],"sets":[111],"demonstrate":[112],"able":[116],"provide":[118],"highly":[119],"competitive":[120],"results":[121],"compared":[122],"other":[124],"state-of-the-art":[125],"varieties":[126],"algorithms.":[129]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}