{"id":"https://openalex.org/W2164035496","doi":"https://doi.org/10.4304/jcp.8.8.2077-2084","title":"Invasive Weed Optimization Algorithm for Optimizating the Parameters of Mixed Kernel Twin Support Vector Machines","display_name":"Invasive Weed Optimization Algorithm for Optimizating the Parameters of Mixed Kernel Twin Support Vector Machines","publication_year":2013,"publication_date":"2013-07-17","ids":{"openalex":"https://openalex.org/W2164035496","doi":"https://doi.org/10.4304/jcp.8.8.2077-2084","mag":"2164035496"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.8.8.2077-2084","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.8.2077-2084","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","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/A5114048373","display_name":"Huajuan Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huajuan Huang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082274996","display_name":"Shifei Ding","orcid":"https://orcid.org/0000-0002-1391-2717"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shifei Ding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100661378","display_name":"Hong Zhu","orcid":"https://orcid.org/0000-0003-3527-9315"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hong Zhu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113688418","display_name":"Xinzheng Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinzheng Xu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5271,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8627634,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"8","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10057","display_name":"Face and Expression Recognition","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9940000176429749,"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":0.57563716173172},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5659496784210205},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5450955629348755},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.5184168815612793},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5103251338005066},{"id":"https://openalex.org/keywords/weed","display_name":"Weed","score":0.5056145191192627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3283626437187195},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30934351682662964},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2507197856903076},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09571805596351624},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.08991259336471558},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.08289468288421631}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.57563716173172},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5659496784210205},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5450955629348755},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.5184168815612793},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5103251338005066},{"id":"https://openalex.org/C2775891814","wikidata":"https://www.wikidata.org/wiki/Q101879","display_name":"Weed","level":2,"score":0.5056145191192627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3283626437187195},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30934351682662964},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2507197856903076},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09571805596351624},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.08991259336471558},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.08289468288421631}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jcp.8.8.2077-2084","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.8.8.2077-2084","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.369.2911","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.369.2911","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ojs.academypublisher.com/index.php/jcp/article/viewFile/jcp080820772084/7367/","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1972180027","https://openalex.org/W1991091494","https://openalex.org/W1992211085","https://openalex.org/W2012070465","https://openalex.org/W2025148441","https://openalex.org/W2069231281","https://openalex.org/W2073199478","https://openalex.org/W2091672503","https://openalex.org/W2111110049","https://openalex.org/W2113568325","https://openalex.org/W2116801569","https://openalex.org/W2121412984","https://openalex.org/W2132425109","https://openalex.org/W2136793041","https://openalex.org/W2139137059","https://openalex.org/W2156909104","https://openalex.org/W2169033885","https://openalex.org/W2170860445","https://openalex.org/W3009911580"],"related_works":["https://openalex.org/W2157457846","https://openalex.org/W1584821869","https://openalex.org/W2593562831","https://openalex.org/W2090763504","https://openalex.org/W2469187828","https://openalex.org/W148178222","https://openalex.org/W2390063414","https://openalex.org/W2104657898","https://openalex.org/W1536445513","https://openalex.org/W1948992892"],"abstract_inverted_index":{"Abstract":[0],"\u2014":[1,137],"How":[2],"to":[3,24,75,83],"select":[4],"the":[5,38,55,58,77,85,122,125],"suitable":[6],"parameters":[7,86,92],"and":[8,93,114],"kernel":[9,66,78,95],"model":[10,79,96],"is":[11,48,67,71,103,106],"a":[12,72],"very":[13],"important":[14],"problem":[15,88],"for":[16,36],"Twin":[17,43,146],"Support":[18,44],"Vector":[19,45],"Machines":[20,46],"(TSVMs).":[21],"In":[22,81],"order":[23,82],"solve":[25,76,84],"this":[26,51],"problem,":[27],"one":[28],"solving":[29],"algorithm":[30,109],"called":[31],"Invasive":[32,98,140],"Weed":[33,99],"Optimization":[34,100],"Algorithm":[35,101],"Optimizating":[37],"Parameters":[39],"of":[40],"Mixed":[41,138],"Kernel":[42],"(IWO-MKTSVMs)":[47],"proposed":[49],"in":[50],"paper.":[52],"Firstly,":[53],"introducing":[54],"mixed":[56,65,94],"kernel,":[57,139],"twin":[59],"support":[60,147],"vector":[61,148],"machines":[62,149],"based":[63],"on":[64],"constructed.":[68],"This":[69],"strategy":[70],"good":[73,115],"way":[74],"selection.":[80],"selection":[87],"which":[89],"contain":[90],"TSVMs":[91],"parameters,":[97],"(IWO)":[102],"introduced.":[104],"IWO":[105],"an":[107],"optimization":[108,142],"who":[110],"has":[111],"strong":[112],"robustness":[113],"global":[116],"searching":[117],"ability.":[118],"Finally,":[119],"compared":[120],"with":[121],"classical":[123],"TSVMs,":[124],"experimental":[126],"results":[127],"show":[128],"that":[129],"IWO-MKTSVMs":[130],"have":[131],"higher":[132],"classification":[133],"accuracy.":[134],"Index":[135],"Terms":[136],"weed":[141],"algorithm,":[143],"Parameter":[144],"optimization,":[145]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
