{"id":"https://openalex.org/W1980553767","doi":"https://doi.org/10.1109/ijcnn.2003.1223662","title":"Probabilistic neural networks for multi-class tissue discrimination with gene expression data","display_name":"Probabilistic neural networks for multi-class tissue discrimination with gene expression data","publication_year":2004,"publication_date":"2004-03-22","ids":{"openalex":"https://openalex.org/W1980553767","doi":"https://doi.org/10.1109/ijcnn.2003.1223662","mag":"1980553767"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5100745344","display_name":"Rui Xu","orcid":"https://orcid.org/0000-0001-6080-2417"},"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":true,"raw_author_name":"Rui Xu","raw_affiliation_strings":["Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Missouri, Rolla, Rolla, MO, USA","Dept. of Electr. & Comput. Eng, Missouri Univ., Rolla, MO, USA"],"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Missouri, Rolla, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng, Missouri Univ., Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038037619","display_name":"Donald C. Wunsch","orcid":"https://orcid.org/0000-0002-9726-9051"},"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":"D.C. Wunsch","raw_affiliation_strings":["Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Missouri, Rolla, Rolla, MO, USA","Dept. of Electr. & Comput. Eng, Missouri Univ., Rolla, MO, USA"],"affiliations":[{"raw_affiliation_string":"Applied Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, University of Missouri, Rolla, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng, Missouri Univ., Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100745344"],"corresponding_institution_ids":["https://openalex.org/I20382870"],"apc_list":null,"apc_paid":null,"fwci":0.2339,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.51460781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"1696","last_page":"1701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994000196456909,"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":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9926999807357788,"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/T10862","display_name":"AI in cancer detection","score":0.9922000169754028,"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.6659789085388184},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.6542769074440002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5950111746788025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.591615617275238},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5707809329032898},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.46638110280036926},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4574664235115051},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4360642731189728},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4329332113265991},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.42881518602371216},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.4078671932220459},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4039381146430969},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4030667543411255},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.39405179023742676},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3674784302711487},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.21009227633476257},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1511685848236084},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.14487075805664062}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6659789085388184},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.6542769074440002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5950111746788025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.591615617275238},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5707809329032898},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46638110280036926},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4574664235115051},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4360642731189728},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4329332113265991},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.42881518602371216},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.4078671932220459},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4039381146430969},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4030667543411255},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.39405179023742676},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3674784302711487},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21009227633476257},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1511685848236084},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.14487075805664062}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1549647993","https://openalex.org/W1651215666","https://openalex.org/W1727290854","https://openalex.org/W1964168965","https://openalex.org/W2018843280","https://openalex.org/W2029441111","https://openalex.org/W2031975339","https://openalex.org/W2074615853","https://openalex.org/W2076204760","https://openalex.org/W2087684630","https://openalex.org/W2097255042","https://openalex.org/W2099841076","https://openalex.org/W2108728387","https://openalex.org/W2108864666","https://openalex.org/W2109363337","https://openalex.org/W2125310307","https://openalex.org/W2133199783","https://openalex.org/W2137476312","https://openalex.org/W2138550913","https://openalex.org/W2144227498","https://openalex.org/W2147246240","https://openalex.org/W2158663270","https://openalex.org/W2159983925","https://openalex.org/W2166182796","https://openalex.org/W2168561598","https://openalex.org/W2611104316","https://openalex.org/W2799061466","https://openalex.org/W4230946174"],"related_works":["https://openalex.org/W106077234","https://openalex.org/W1991381172","https://openalex.org/W2041374557","https://openalex.org/W2081929287","https://openalex.org/W2144348650","https://openalex.org/W2132561013","https://openalex.org/W1994852842","https://openalex.org/W1986892844","https://openalex.org/W4246178523","https://openalex.org/W2140811728"],"abstract_inverted_index":{"With":[0],"the":[1,55,58],"emergence":[2],"and":[3,28],"rapid":[4],"advancement":[5],"of":[6,11,48,57],"DNA":[7],"microarray":[8],"technologies,":[9],"construction":[10],"gene":[12,62],"expression":[13,63],"profiles":[14],"for":[15,25,46],"different":[16],"cancer":[17,26,49],"types":[18],"has":[19,33],"already":[20],"become":[21],"a":[22,41],"promising":[23],"means":[24],"diagnosis":[27],"treatment.":[29],"Most":[30],"previous":[31],"research":[32],"focused":[34],"on":[35],"binary":[36],"classification.":[37],"Here,":[38],"we":[39],"use":[40],"probabilistic":[42],"neural":[43],"network":[44],"(PNN)":[45],"multi-classification":[47],"data.":[50,64],"The":[51],"experimental":[52],"results":[53],"demonstrate":[54],"effectiveness":[56],"PNN":[59],"in":[60],"addressing":[61]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
