{"id":"https://openalex.org/W2108722601","doi":"https://doi.org/10.1109/nabic.2009.5393571","title":"An empirical study of Conserved Self Pattern Recognition Algorithm: Comparing to other one-class classifiers and evaluating with random number generators","display_name":"An empirical study of Conserved Self Pattern Recognition Algorithm: Comparing to other one-class classifiers and evaluating with random number generators","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2108722601","doi":"https://doi.org/10.1109/nabic.2009.5393571","mag":"2108722601"},"language":"en","primary_location":{"id":"doi:10.1109/nabic.2009.5393571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5113550724","display_name":"Senhua Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Senhua Yu","raw_affiliation_strings":["Department of Computer Science, University of Memphis, Memphis, TN, USA","Dept of Computer Science, The University of Memphis, TN 38152, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"Dept of Computer Science, The University of Memphis, TN 38152, USA","institution_ids":["https://openalex.org/I94658018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048167872","display_name":"Dipankar Dasgupta","orcid":"https://orcid.org/0000-0002-3097-061X"},"institutions":[{"id":"https://openalex.org/I94658018","display_name":"University of Memphis","ror":"https://ror.org/01cq23130","country_code":"US","type":"education","lineage":["https://openalex.org/I94658018"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dipankar Dasgupta","raw_affiliation_strings":["Department of Computer Science, University of Memphis, Memphis, TN, USA","Dept of Computer Science, The University of Memphis, TN 38152, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Memphis, Memphis, TN, USA","institution_ids":["https://openalex.org/I94658018"]},{"raw_affiliation_string":"Dept of Computer Science, The University of Memphis, TN 38152, USA","institution_ids":["https://openalex.org/I94658018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I94658018"],"apc_list":null,"apc_paid":null,"fwci":0.6757,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67781552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"403","last_page":"408"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9987000226974487,"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":0.9987000226974487,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9943000078201294,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.982699990272522,"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/computer-science","display_name":"Computer science","score":0.6564546227455139},{"id":"https://openalex.org/keywords/random-number-generation","display_name":"Random number generation","score":0.6393136978149414},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.555016279220581},{"id":"https://openalex.org/keywords/telugu","display_name":"Telugu","score":0.5364834070205688},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.480690062046051},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46525460481643677},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4504474401473999},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4460488259792328},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4440709948539734},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.410685658454895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39025548100471497},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.11047542095184326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564546227455139},{"id":"https://openalex.org/C201866948","wikidata":"https://www.wikidata.org/wiki/Q228206","display_name":"Random number generation","level":2,"score":0.6393136978149414},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.555016279220581},{"id":"https://openalex.org/C2778756302","wikidata":"https://www.wikidata.org/wiki/Q8097","display_name":"Telugu","level":2,"score":0.5364834070205688},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.480690062046051},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46525460481643677},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4504474401473999},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4460488259792328},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4440709948539734},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.410685658454895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39025548100471497},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.11047542095184326},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nabic.2009.5393571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nabic.2009.5393571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 World Congress on Nature &amp; Biologically Inspired Computing (NaBIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W61484172","https://openalex.org/W1557687318","https://openalex.org/W1659689353","https://openalex.org/W1993705774","https://openalex.org/W2032718589","https://openalex.org/W2095595785","https://openalex.org/W2101763838","https://openalex.org/W2107676921","https://openalex.org/W2114737175","https://openalex.org/W2129624205","https://openalex.org/W2153635508","https://openalex.org/W2240455598","https://openalex.org/W2243346488","https://openalex.org/W3120421331","https://openalex.org/W6637206112"],"related_works":["https://openalex.org/W4323529320","https://openalex.org/W2142137786","https://openalex.org/W2336525283","https://openalex.org/W582524164","https://openalex.org/W1514154358","https://openalex.org/W2270825477","https://openalex.org/W4396689146","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W2004826645"],"abstract_inverted_index":{"Early":[0],"work":[1],"has":[2,136],"demonstrated":[3],"that":[4,62,86,117],"conserve":[5],"self":[6],"pattern":[7],"recognition":[8],"algorithm":[9],"(CSPRA)":[10],"produces":[11],"promising":[12],"performance":[13,88,108,126,143],"in":[14],"the":[15,24,44,47,59,68,87,90,99,107,110,137,141],"field":[16],"of":[17,26,43,74,89,101,109],"anomaly":[18],"detection.":[19],"This":[20,95],"paper":[21,96],"further":[22],"extends":[23],"applications":[25],"CSPRA":[27,52,64,75,91,111],"to":[28,76,123,139,145],"Fisher's":[29],"Iris":[30],"data,":[31],"Indian":[32],"Telugu":[33],"data":[34],"and":[35,53,58,82,112,132],"Wisconsin":[36],"breast":[37],"cancer":[38],"data.":[39,70],"A":[40],"formal":[41],"description":[42],"differences":[45],"between":[46],"two":[48],"detection":[49],"strategies":[50],"(classical":[51],"selective":[54,63],"CSPRA)":[55],"is":[56,92],"given":[57],"results":[60],"show":[61],"performs":[65],"better":[66],"for":[67],"tested":[69],"The":[71],"comparative":[72],"study":[73],"other":[77,146],"one-class":[78],"classifiers":[79],"(NSA,":[80],"V-detector":[81],"One-class":[83],"SVM)":[84],"shows":[85],"obviously":[93],"better.":[94],"also":[97],"investigates":[98],"influence":[100],"various":[102],"random":[103,119,129,148],"number":[104,120,130,134,149],"generators":[105,121,131],"on":[106],"NSA.":[113],"Our":[114],"experiments":[115],"indicates":[116],"non-uniform":[118],"tend":[122],"produce":[124],"worse":[125],"than":[127],"uniform":[128,147],"quasi-random":[133],"generator":[135],"potential":[138],"enhance":[140],"system":[142],"compared":[144],"generators.":[150]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
