{"id":"https://openalex.org/W2965245736","doi":"https://doi.org/10.1155/2019/1480392","title":"The Improved Antlion Optimizer and Artificial Neural Network for Chinese Influenza Prediction","display_name":"The Improved Antlion Optimizer and Artificial Neural Network for Chinese Influenza Prediction","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2965245736","doi":"https://doi.org/10.1155/2019/1480392","mag":"2965245736"},"language":"en","primary_location":{"id":"doi:10.1155/2019/1480392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1480392","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/1480392.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2019/1480392.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037855900","display_name":"Hongping Hu","orcid":"https://orcid.org/0000-0001-9708-9141"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongping Hu","raw_affiliation_strings":["School of Science, North University of China, Taiyuan, Shanxi 030051, China"],"affiliations":[{"raw_affiliation_string":"School of Science, North University of China, Taiyuan, Shanxi 030051, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356521","display_name":"Yangyang Li","orcid":"https://orcid.org/0000-0003-4469-0659"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyang Li","raw_affiliation_strings":["School of Science, North University of China, Taiyuan, Shanxi 030051, China"],"affiliations":[{"raw_affiliation_string":"School of Science, North University of China, Taiyuan, Shanxi 030051, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090169994","display_name":"Yanping Bai","orcid":"https://orcid.org/0000-0002-2043-8363"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Bai","raw_affiliation_strings":["School of Science, North University of China, Taiyuan, Shanxi 030051, China"],"affiliations":[{"raw_affiliation_string":"School of Science, North University of China, Taiyuan, Shanxi 030051, China","institution_ids":["https://openalex.org/I135714990"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029517067","display_name":"Juping Zhang","orcid":"https://orcid.org/0000-0001-5081-1256"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juping Zhang","raw_affiliation_strings":["Complex Systems Research Center, Shanxi University, Taiyuan, Shanxi 030006, China"],"affiliations":[{"raw_affiliation_string":"Complex Systems Research Center, Shanxi University, Taiyuan, Shanxi 030006, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049411283","display_name":"Maoxing Liu","orcid":"https://orcid.org/0000-0002-3342-7209"},"institutions":[{"id":"https://openalex.org/I135714990","display_name":"North University of China","ror":"https://ror.org/047bp1713","country_code":"CN","type":"education","lineage":["https://openalex.org/I135714990"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoxing Liu","raw_affiliation_strings":["School of Science, North University of China, Taiyuan, Shanxi 030051, China"],"affiliations":[{"raw_affiliation_string":"School of Science, North University of China, Taiyuan, Shanxi 030051, China","institution_ids":["https://openalex.org/I135714990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037855900"],"corresponding_institution_ids":["https://openalex.org/I135714990"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.7941,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.84050464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.967199981212616,"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"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.967199981212616,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9556000232696533,"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/T10167","display_name":"Influenza Virus Research Studies","score":0.9362000226974487,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6619026064872742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6052051782608032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4790003001689911},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3571892976760864}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6619026064872742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052051782608032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4790003001689911},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3571892976760864}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2019/1480392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1480392","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/1480392.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:1480392","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2019/1480392.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:75526198960e48f985457a20633ebdfa","is_oa":true,"landing_page_url":"https://doaj.org/article/75526198960e48f985457a20633ebdfa","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":"Complexity, Vol 2019 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2019/1480392","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2019/1480392","pdf_url":"https://downloads.hindawi.com/journals/complexity/2019/1480392.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1490717265","display_name":null,"funder_award_id":"201801D121026","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G2016585242","display_name":null,"funder_award_id":"201701D221121","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi 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/G2263029709","display_name":null,"funder_award_id":"201801D121008","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"id":"https://openalex.org/G2373731922","display_name":null,"funder_award_id":"115713","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2490832660","display_name":null,"funder_award_id":"201701D221121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2679735038","display_name":null,"funder_award_id":"201701D121012","funder_id":"https://openalex.org/F4320322666","funder_display_name":"Natural Science Foundation of Shanxi Province"},{"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/G3476592189","display_name":null,"funder_award_id":"201801D121008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4380608055","display_name":null,"funder_award_id":"2016-088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4950999186","display_name":null,"funder_award_id":"201701D221121","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council of China"},{"id":"https://openalex.org/G5101769530","display_name":null,"funder_award_id":"11571324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G5400281102","display_name":null,"funder_award_id":"1331KIRT","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5801441862","display_name":null,"funder_award_id":"201801D121026","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council 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/G6176753077","display_name":null,"funder_award_id":"201701D121012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6721909089","display_name":null,"funder_award_id":"201801","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6879320306","display_name":null,"funder_award_id":"61774137","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7805604515","display_name":null,"funder_award_id":"2016-088","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council of China"},{"id":"https://openalex.org/G7849434943","display_name":null,"funder_award_id":"1571324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8101033157","display_name":null,"funder_award_id":"201801D121026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8795239807","display_name":null,"funder_award_id":"201701D121012","funder_id":"https://openalex.org/F4320321884","funder_display_name":"Shanxi Scholarship Council of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321884","display_name":"Shanxi Scholarship Council of China","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322666","display_name":"Natural Science Foundation of Shanxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965245736.pdf","grobid_xml":"https://content.openalex.org/works/W2965245736.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W609513197","https://openalex.org/W883434633","https://openalex.org/W1659842140","https://openalex.org/W1977255134","https://openalex.org/W2001979953","https://openalex.org/W2008566064","https://openalex.org/W2031183907","https://openalex.org/W2086752724","https://openalex.org/W2152195021","https://openalex.org/W2201781972","https://openalex.org/W2230725929","https://openalex.org/W2232317135","https://openalex.org/W2287324317","https://openalex.org/W2290883490","https://openalex.org/W2334956808","https://openalex.org/W2400770063","https://openalex.org/W2609578674","https://openalex.org/W2616736911","https://openalex.org/W2753628308","https://openalex.org/W2776226778","https://openalex.org/W2789399411","https://openalex.org/W2789945132","https://openalex.org/W2807079879","https://openalex.org/W2883013658","https://openalex.org/W2885770227","https://openalex.org/W2892567825","https://openalex.org/W2893592049","https://openalex.org/W2901766264","https://openalex.org/W2912028353","https://openalex.org/W2919979744","https://openalex.org/W2926960342","https://openalex.org/W2929255206","https://openalex.org/W2936626301","https://openalex.org/W2945163040","https://openalex.org/W2947525988","https://openalex.org/W2947678382","https://openalex.org/W4250503569","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,65,92],"antlion":[1],"optimizer":[2,81],"(ALO)":[3],"is":[4,55,63,68,120,139,145,157,199],"a":[5],"new":[6],"swarm\u2010based":[7],"metaheuristic":[8],"algorithm":[9,73,78,204],"for":[10,33,130,189,206],"optimization,":[11],"which":[12,144,172],"mimics":[13],"the":[14,23,40,45,59,97,109,113,117,124,132,136,147,160,175,181,191,196],"hunting":[15],"mechanism":[16],"of":[17,48,53,126,185],"antlions":[18,49],"in":[19,50],"nature.":[20],"Aiming":[21],"at":[22],"shortcoming":[24],"that":[25,96,159,174],"ALO":[26,54,61,84,106],"has":[27,164,177],"unbalanced":[28],"exploration":[29],"and":[30,57,83,105,112,135,154,183,202],"development":[31],"capability":[32],"some":[34],"complex":[35],"optimization":[36,43,77,207],"problems,":[37],"inspired":[38],"by":[39,85],"particle":[41],"swarm":[42],"(PSO),":[44],"updated":[46],"position":[47],"elitism":[51],"operator":[52],"improved,":[56],"thus":[58],"improved":[60],"(IALO)":[62],"obtained.":[64],"proposed":[66,98,118,197],"IALO":[67,99,119,176,198],"compared":[69],"against":[70,146],"sine":[71],"cosine":[72],"(SCA),":[74],"PSO,":[75,102],"Moth\u2010flame":[76],"(MFO),":[79],"multi\u2010verse":[80],"(MVO),":[82],"performing":[86],"on":[87],"23":[88],"classic":[89],"benchmark":[90],"functions.":[91],"experimental":[93],"results":[94],"show":[95],"outperforms":[100],"SCA,":[101],"MFO,":[103],"MVO,":[104],"according":[107],"to":[108,122,179],"average":[110],"values":[111],"convergence":[114],"speeds.":[115],"And":[116],"tested":[121],"optimize":[123,180],"parameters":[125],"BP":[127,186],"neural":[128,187],"network":[129,188],"predicting":[131,190],"Chinese":[133,192],"influenza":[134,193],"predicted":[137,161,170],"model":[138,162],"built,":[140],"written":[141],"as":[142],"IALO\u2010BPNN,":[143],"models:":[148],"BPNN,":[149],"SCA\u2010BPNN,":[150],"PSO\u2010BPNN,":[151],"MFO\u2010BPNN,":[152],"MVO\u2010BPNN,":[153],"ALO\u2010BPNN.":[155],"It":[156],"shown":[158],"IALO\u2010BPNN":[163],"smaller":[165],"errors":[166],"than":[167],"other":[168],"six":[169],"models,":[171],"illustrates":[173],"potentiality":[178],"weights":[182],"basis":[184],"effectively.":[194],"Therefore,":[195],"an":[200],"effective":[201],"efficient":[203],"suitable":[205],"problems.":[208]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
