{"id":"https://openalex.org/W2913386234","doi":"https://doi.org/10.1109/ssci.2018.8628680","title":"dnyNSA: A Novel Real-Value Based Negative Selection Algorithm","display_name":"dnyNSA: A Novel Real-Value Based Negative Selection Algorithm","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2913386234","doi":"https://doi.org/10.1109/ssci.2018.8628680","mag":"2913386234"},"language":"en","primary_location":{"id":"doi:10.1109/ssci.2018.8628680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5100735363","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0003-1423-7204"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Fan","raw_affiliation_strings":["Colleage of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colleage of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100758022","display_name":"Jin Yang","orcid":"https://orcid.org/0000-0002-7919-5714"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Jin","raw_affiliation_strings":["College of Cybersecurity, SiChuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cybersecurity, SiChuan University, Chengdu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654633","display_name":"Tao Li","orcid":"https://orcid.org/0000-0002-5302-3180"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Tao","raw_affiliation_strings":["College of Cybersecurity, SiChuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Cybersecurity, SiChuan University, Chengdu, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101843536","display_name":"Zhu Fangdong","orcid":"https://orcid.org/0000-0002-5930-360X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Fangdong","raw_affiliation_strings":["Colleage of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colleage of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.223,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55222464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":null,"first_page":"1104","last_page":"1109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T10580","display_name":"Immunotherapy and Immune Responses","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10031","display_name":"T-cell and B-cell Immunology","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2403","display_name":"Immunology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.7445199489593506},{"id":"https://openalex.org/keywords/delaunay-triangulation","display_name":"Delaunay triangulation","score":0.6826660633087158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5805608034133911},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5780400037765503},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5005831718444824},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4137059152126312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3600575923919678},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3349645137786865}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7445199489593506},{"id":"https://openalex.org/C68010082","wikidata":"https://www.wikidata.org/wiki/Q192445","display_name":"Delaunay triangulation","level":2,"score":0.6826660633087158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5805608034133911},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5780400037765503},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5005831718444824},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4137059152126312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3600575923919678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3349645137786865},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci.2018.8628680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci.2018.8628680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Symposium Series on Computational Intelligence (SSCI)","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":19,"referenced_works":["https://openalex.org/W1516113782","https://openalex.org/W1652473508","https://openalex.org/W2004271588","https://openalex.org/W2024454892","https://openalex.org/W2042795922","https://openalex.org/W2042951346","https://openalex.org/W2050557432","https://openalex.org/W2070164574","https://openalex.org/W2078228344","https://openalex.org/W2089712253","https://openalex.org/W2091032704","https://openalex.org/W2117699771","https://openalex.org/W2129624205","https://openalex.org/W2142669511","https://openalex.org/W2149616971","https://openalex.org/W2274765984","https://openalex.org/W2731936366","https://openalex.org/W2753771340","https://openalex.org/W6662956667"],"related_works":["https://openalex.org/W2359979928","https://openalex.org/W2368353614","https://openalex.org/W2390369954","https://openalex.org/W1529719486","https://openalex.org/W2373917503","https://openalex.org/W2906423005","https://openalex.org/W4232052003","https://openalex.org/W2385297469","https://openalex.org/W2156571267","https://openalex.org/W2747166117"],"abstract_inverted_index":{"Real-value":[0],"based":[1,18,76,113],"negative":[2,19,73],"selection":[3,20,74],"algorithm":[4,11,21,75],"(NSA)":[5],"is":[6,169],"an":[7],"important":[8],"detector":[9,54,188],"generation":[10,55,146,189],"of":[12,53,60,92,99,136,147,159,167],"Artificial":[13],"Immune":[14],"System.":[15],"Traditional":[16],"real-value":[17,72],"generates":[22,121],"immune":[23],"detectors":[24,37,122,137,149],"randomly":[25],"and":[26,56,95,106,127,182],"does":[27],"not":[28],"consider":[29],"the":[30,40,58,67,89,115,140,145,157,164,180,187],"sample":[31],"distribution,":[32],"therefore":[33],"too":[34],"many":[35],"candidate":[36],"overlap":[38],"in":[39,44,103,108,123,150,170],"feature":[41,142],"space":[42,105],"resulting":[43],"excessive":[45],"redundancy.":[46],"This":[47],"leads":[48],"to":[49,87,138],"a":[50,70,97,133],"low":[51],"efficiency":[52,158,190],"decreases":[57],"performance":[59],"NSA.":[61,160],"To":[62],"aim":[63],"at":[64],"this":[65],"problem,":[66],"paper":[68],"proposes":[69],"novel":[71],"on":[77,114],"Delaunay":[78,84],"triangulation":[79,85],"(dnyNSA).":[80],"Firstly,":[81],"dnyNSA":[82,120,168,184],"uses":[83],"method":[86],"analyze":[88],"topological":[90],"structure":[91],"training":[93],"dataset":[94],"produces":[96],"set":[98],"simplicial":[100,116],"cells":[101],"(triangle":[102],"2-dimensional":[104],"tetrahedron":[107],"3-dimensional":[109],"space,":[110,143],"etc.).":[111],"Then,":[112],"cell":[117],"circum-circle(-sphere)":[118],"property,":[119],"more":[124],"reasonable":[125],"position":[126],"size.":[128],"Therefore,":[129],"it":[130],"only":[131],"needs":[132],"small":[134],"number":[135],"cover":[139],"same":[141],"avoiding":[144],"redundant":[148],"traditional":[151],"random":[152],"mode,":[153],"which":[154],"greatly":[155],"improves":[156],"Theoretical":[161],"analysis":[162],"showed":[163,176],"time":[165],"complexity":[166],"logarithmic":[171],"level.":[172],"The":[173],"experimental":[174],"results":[175],"that,":[177],"compared":[178],"with":[179],"RNSA":[181],"V-Detector,":[183],"can":[185],"raise":[186],"over":[191],"ten":[192],"times":[193],"while":[194],"maintain":[195],"similar":[196],"detection":[197],"performance.":[198]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
