{"id":"https://openalex.org/W2916179546","doi":"https://doi.org/10.1109/access.2019.2900985","title":"A New Kernel Extreme Learning Machine Framework for Somatization Disorder Diagnosis","display_name":"A New Kernel Extreme Learning Machine Framework for Somatization Disorder Diagnosis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2916179546","doi":"https://doi.org/10.1109/access.2019.2900985","mag":"2916179546"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2900985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2900985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08651566.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08651566.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101722546","display_name":"Jie Luo","orcid":"https://orcid.org/0000-0002-4523-245X"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Luo","raw_affiliation_strings":["College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648348","display_name":"Huiling Chen","orcid":"https://orcid.org/0000-0002-7714-9693"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiling Chen","raw_affiliation_strings":["College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029589252","display_name":"Zhongyi Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Hu","raw_affiliation_strings":["College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022167669","display_name":"Hui Huang","orcid":"https://orcid.org/0000-0002-9119-954X"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Huang","raw_affiliation_strings":["College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106892182","display_name":"Pengjun Wang","orcid":"https://orcid.org/0000-0002-1461-3719"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjun Wang","raw_affiliation_strings":["College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics, Physics and Electronic Information, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035454167","display_name":"Xianqin Wang","orcid":"https://orcid.org/0000-0002-9821-3770"},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianqin Wang","raw_affiliation_strings":["School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I27781120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015929331","display_name":"Xin-En Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin-En Lv","raw_affiliation_strings":["Mental Health Education Center, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Mental Health Education Center, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078253725","display_name":"Congcong Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congcong Wen","raw_affiliation_strings":["Laboratory Animal Center, Wenzhou Medical University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"Laboratory Animal Center, Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I27781120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101722546"],"corresponding_institution_ids":["https://openalex.org/I146620803"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0388,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93182362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"45512","last_page":"45525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"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":0.9998000264167786,"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/T10773","display_name":"Extracellular vesicles in disease","score":0.9922999739646912,"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"}},{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.909500002861023,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7492707371711731},{"id":"https://openalex.org/keywords/somatization-disorder","display_name":"Somatization disorder","score":0.6148240566253662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5523529648780823},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.514530599117279},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5051577687263489},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5002024173736572},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.47040921449661255},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.46559983491897583},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4312197268009186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42652615904808044},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.422953337430954},{"id":"https://openalex.org/keywords/somatization","display_name":"Somatization","score":0.40109479427337646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23034897446632385},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12063592672348022}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7492707371711731},{"id":"https://openalex.org/C2776228448","wikidata":"https://www.wikidata.org/wiki/Q1374020","display_name":"Somatization disorder","level":4,"score":0.6148240566253662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5523529648780823},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.514530599117279},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5051577687263489},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5002024173736572},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.47040921449661255},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.46559983491897583},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4312197268009186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42652615904808044},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.422953337430954},{"id":"https://openalex.org/C2777631960","wikidata":"https://www.wikidata.org/wiki/Q2723947","display_name":"Somatization","level":3,"score":0.40109479427337646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23034897446632385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12063592672348022},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2900985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2900985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08651566.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5adf554a0745465581d90f7e88f65ca2","is_oa":true,"landing_page_url":"https://doaj.org/article/5adf554a0745465581d90f7e88f65ca2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 45512-45525 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2900985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2900985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08651566.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1036857456","display_name":null,"funder_award_id":"ZG2017019","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1523634691","display_name":null,"funder_award_id":"ZG2017019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1561369048","display_name":null,"funder_award_id":"61702376","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1565301141","display_name":null,"funder_award_id":"LJ19F020001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2772387958","display_name":null,"funder_award_id":"2018ZG012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3136250412","display_name":null,"funder_award_id":"ZG2017019","funder_id":"https://openalex.org/F4320336615","funder_display_name":"Science and Technology Plan Project of Wenzhou, China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3773910914","display_name":null,"funder_award_id":"LY17F020012","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4578746695","display_name":null,"funder_award_id":"2018ZG012","funder_id":"https://openalex.org/F4320336615","funder_display_name":"Science and Technology Plan Project of Wenzhou, China"},{"id":"https://openalex.org/G4733255138","display_name":null,"funder_award_id":"LSZ19F020001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G5219932531","display_name":null,"funder_award_id":"201701","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6493034791","display_name":null,"funder_award_id":"2017019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6727636842","display_name":null,"funder_award_id":"LY17F020012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G755579131","display_name":null,"funder_award_id":"2018ZG012","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7759902217","display_name":null,"funder_award_id":"LJ19F020001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8141251985","display_name":null,"funder_award_id":"61702376","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G8819528661","display_name":null,"funder_award_id":"LJ19F020001","funder_id":"https://openalex.org/F4320336615","funder_display_name":"Science and Technology Plan Project of Wenzhou, China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336615","display_name":"Science and Technology Plan Project of Wenzhou, China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2916179546.pdf","grobid_xml":"https://content.openalex.org/works/W2916179546.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W414544266","https://openalex.org/W883434633","https://openalex.org/W1502203485","https://openalex.org/W1760605949","https://openalex.org/W1969079252","https://openalex.org/W1988835709","https://openalex.org/W2003176983","https://openalex.org/W2008406084","https://openalex.org/W2026131661","https://openalex.org/W2061438946","https://openalex.org/W2082754320","https://openalex.org/W2111072639","https://openalex.org/W2128898602","https://openalex.org/W2153635508","https://openalex.org/W2232317135","https://openalex.org/W2234800243","https://openalex.org/W2279039799","https://openalex.org/W2319352969","https://openalex.org/W2465570449","https://openalex.org/W2466134622","https://openalex.org/W2470299994","https://openalex.org/W2530842809","https://openalex.org/W2570991997","https://openalex.org/W2585392941","https://openalex.org/W2602690536","https://openalex.org/W2605810061","https://openalex.org/W2613771876","https://openalex.org/W2615743202","https://openalex.org/W2622634640","https://openalex.org/W2736642243","https://openalex.org/W2737965601","https://openalex.org/W2765169965","https://openalex.org/W2766775005","https://openalex.org/W2767227068","https://openalex.org/W2770344288","https://openalex.org/W2788495591","https://openalex.org/W2791684911","https://openalex.org/W2887171350","https://openalex.org/W2888602283","https://openalex.org/W2888960301","https://openalex.org/W2898240053","https://openalex.org/W2901864827","https://openalex.org/W2915062141","https://openalex.org/W6630059803","https://openalex.org/W6637690060","https://openalex.org/W6746165342","https://openalex.org/W6748845858"],"related_works":["https://openalex.org/W1998616692","https://openalex.org/W2328730058","https://openalex.org/W2107595901","https://openalex.org/W2116676657","https://openalex.org/W184125304","https://openalex.org/W2049291419","https://openalex.org/W2020685006","https://openalex.org/W1986102540","https://openalex.org/W2381231182","https://openalex.org/W2362227534"],"abstract_inverted_index":{"In":[0,50],"this":[1],"paper,":[2],"we":[3],"present":[4],"a":[5,60,151,157,163,170,178],"novel":[6],"predictive":[7],"model":[8,144,152,158,164,171],"based":[9,153,159,165,172],"on":[10,99,154,160,166,173,186],"the":[11,19,23,54,57,68,100,109,129,140,182,187,196],"kernel":[12],"extreme":[13],"learning":[14],"machine":[15],"(KELM)":[16],"to":[17,38,45,52,66,81],"predict":[18],"somatization":[20,188],"disorder.":[21],"Since":[22],"classification":[24],"performance":[25],"of":[26,56,70,94,136],"KELM":[27,143],"is":[28,36,64],"largely":[29],"affected":[30],"by":[31],"its":[32],"two":[33,40],"parameters,":[34],"it":[35,44],"necessary":[37],"set":[39],"optimal":[41],"parameters":[42,69],"for":[43,86],"ensure":[46],"high":[47],"prediction":[48,58,203],"accuracy.":[49],"order":[51],"improve":[53,128],"accuracy":[55,204],"model,":[59],"new":[61,73],"optimization":[62,74,79,88],"strategy":[63,75],"used":[65],"optimize":[67],"KELM.":[71],"The":[72,92,105,191],"adopted":[76],"grey":[77],"wolf":[78],"algorithm":[80,168],"generate":[82],"high-quality":[83,123],"initial":[84,124],"populations":[85,125],"moth-flame":[87],"algorithm,":[89],"called":[90],"GWOMFO.":[91],"effectiveness":[93],"GWOMFO":[95,110],"was":[96,145],"first":[97],"verified":[98],"ten":[101],"classic":[102],"benchmark":[103],"functions.":[104],"results":[106,115,193],"show":[107,194],"that":[108,122,195],"has":[111,210],"provided":[112],"consistently":[113],"better":[114,211],"than":[116,205],"other":[117,148,206],"competitive":[118],"algorithms.":[119],"This":[120],"reveals":[121],"can":[126],"significantly":[127],"global":[130],"search":[131,137,175],"ability":[132],"and":[133,181],"convergence":[134],"speed":[135],"agents.":[138],"Furthermore,":[139],"proposed":[141],"GWOMFO-based":[142],"compared":[146],"with":[147],"models,":[149],"including":[150],"GWO":[155],"(GWO-KELM),":[156],"MFO":[161],"(MFO-KELM),":[162],"genetic":[167],"(GA-KELM),":[169],"grid":[174],"method":[176],"(Grid-KELM),":[177],"random":[179],"forest,":[180],"support":[183],"vector":[184],"machines,":[185],"disorder":[189],"dataset.":[190],"simulation":[192],"developed":[197],"framework":[198],"cannot":[199],"only":[200],"achieve":[201],"higher":[202],"models":[207],"but":[208],"also":[209],"robustness.":[212]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}