{"id":"https://openalex.org/W2076089972","doi":"https://doi.org/10.1109/cibcb.2012.6217242","title":"Introduction of R-LCS and comparative analysis with FSC and Mahalanobis-Taguchi method for Breast Cancer classification","display_name":"Introduction of R-LCS and comparative analysis with FSC and Mahalanobis-Taguchi method for Breast Cancer classification","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2076089972","doi":"https://doi.org/10.1109/cibcb.2012.6217242","mag":"2076089972"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb.2012.6217242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2012.6217242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","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/A5047992383","display_name":"Benjamin Daniels","orcid":"https://orcid.org/0000-0001-8617-6055"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Daniels","raw_affiliation_strings":["Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063579947","display_name":"Steven Corns","orcid":"https://orcid.org/0000-0002-3685-2892"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven M. Corns","raw_affiliation_strings":["Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037721528","display_name":"Elizabeth A. Cudney","orcid":"https://orcid.org/0000-0002-3990-0474"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth A. Cudney","raw_affiliation_strings":["Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Management and Systems Engineering Department, Missouri University of Science and Technology, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"Engineering Management and Systems Engineering Dept., Missouri University of Science and Technology, Rolla, USA","institution_ids":["https://openalex.org/I20382870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10283236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"283","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9947999715805054,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.939300000667572,"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/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.903942883014679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6565511226654053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.609068751335144},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5684438943862915},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5564422011375427},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.46309638023376465},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44307392835617065},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.4347577393054962},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.388638436794281},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.15617209672927856},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09926700592041016}],"concepts":[{"id":"https://openalex.org/C1921717","wikidata":"https://www.wikidata.org/wiki/Q1334846","display_name":"Mahalanobis distance","level":2,"score":0.903942883014679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6565511226654053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609068751335144},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5684438943862915},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5564422011375427},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.46309638023376465},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44307392835617065},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.4347577393054962},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.388638436794281},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.15617209672927856},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09926700592041016},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cibcb.2012.6217242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2012.6217242","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W190638014","https://openalex.org/W1484275070","https://openalex.org/W1542723682","https://openalex.org/W2009718765","https://openalex.org/W2027984488","https://openalex.org/W2066393173","https://openalex.org/W2087236469","https://openalex.org/W2110253930","https://openalex.org/W2151554678","https://openalex.org/W2317136200","https://openalex.org/W2570027862","https://openalex.org/W6628939088"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4382795578","https://openalex.org/W2355463328","https://openalex.org/W2402648945","https://openalex.org/W2141801573","https://openalex.org/W1431147547","https://openalex.org/W2771741613","https://openalex.org/W3006927476","https://openalex.org/W2249605127","https://openalex.org/W2367484911"],"abstract_inverted_index":{"Classification":[0],"for":[1,19,66],"medical":[2],"diagnosis":[3],"is":[4],"an":[5],"important":[6],"problem":[7],"in":[8],"the":[9,33,39,67,71,77,90],"field":[10],"of":[11,25,52,80,89],"pattern":[12],"recognition.":[13],"We":[14],"introduce":[15],"a":[16],"new":[17,83],"method":[18,45],"classification":[20],"based":[21],"on":[22],"repeated":[23],"analysis":[24],"information":[26],"tailored":[27],"to":[28,48],"small":[29],"data":[30,69,91],"sets":[31],"-":[32],"Rote":[34,72],"Learning":[35,73],"Classifier":[36,74],"System.":[37],"Using":[38],"Wisconsin":[40],"Breast":[41],"Cancer":[42],"study,":[43],"this":[44],"was":[46,63],"compared":[47],"three":[49],"other":[50,78],"methods":[51,79],"classification:":[53],"Mahalanobis-Taguchi":[54],"Systems,":[55],"Finite":[56],"State":[57],"Classifiers,":[58],"and":[59],"Neural":[60],"Networks.":[61],"It":[62],"found":[64],"that":[65],"given":[68],"set,":[70],"System":[75],"outperformed":[76],"classification.":[81],"This":[82],"algorithm":[84],"correctly":[85],"classified":[86],"over":[87],"92%":[88],"set.":[92]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}