{"id":"https://openalex.org/W2142821922","doi":"https://doi.org/10.1109/cec.2007.4424487","title":"Evolving hypernetwork classifiers for microRNA expression profile analysis","display_name":"Evolving hypernetwork classifiers for microRNA expression profile analysis","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2142821922","doi":"https://doi.org/10.1109/cec.2007.4424487","mag":"2142821922"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2007.4424487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","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/A5100460439","display_name":"\ufeffSun Kim","orcid":"https://orcid.org/0000-0001-5385-9546"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sun Kim","raw_affiliation_strings":["The Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, Seoul, South Korea","The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","Seoul-Nat.-Univ., Seoul"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Seoul-Nat.-Univ., Seoul","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327302","display_name":"Soo\u2010Jin Kim","orcid":"https://orcid.org/0000-0002-3803-9096"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soo-Jin Kim","raw_affiliation_strings":["The Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, Seoul, South Korea","The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, 151-742, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, 151-742, Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107826037","display_name":"Byoung\u2010Tak Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byoung-Tak Zhang","raw_affiliation_strings":["The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, 151-742, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Computer Science and Engineering, Seoul National University, Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Center for Bioinformatics Technology, Graduate Program in Bioinformatics, Seoul National University, 151-742, Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":null,"apc_paid":null,"fwci":5.0534,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95161528,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994999766349792,"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":0.9994999766349792,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9987000226974487,"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":0.9832000136375427,"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/microrna","display_name":"microRNA","score":0.6690564155578613},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.6553797721862793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6160718202590942},{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.565704345703125},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5425640940666199},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5223820805549622},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4934183657169342},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.48404544591903687},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.4747089445590973},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.45682504773139954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4486595690250397},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.38195502758026123},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3783377408981323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33121249079704285},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.31968259811401367},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.27143216133117676},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.145933598279953},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12822213768959045},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10999324917793274},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.0948229730129242}],"concepts":[{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.6690564155578613},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.6553797721862793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6160718202590942},{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.565704345703125},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5425640940666199},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5223820805549622},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4934183657169342},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.48404544591903687},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.4747089445590973},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.45682504773139954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4486595690250397},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.38195502758026123},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3783377408981323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33121249079704285},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.31968259811401367},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.27143216133117676},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.145933598279953},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12822213768959045},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10999324917793274},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.0948229730129242},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2007.4424487","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.76.2423","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.2423","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://bi.snu.ac.kr/~scai/Publications/Conferences/International/CEC2007_skim.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321292","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542"},{"id":"https://openalex.org/F4320322348","display_name":"Korea Science and Engineering Foundation","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1530753374","https://openalex.org/W1559956479","https://openalex.org/W1961004983","https://openalex.org/W1967342065","https://openalex.org/W1970156673","https://openalex.org/W1979141644","https://openalex.org/W1995991050","https://openalex.org/W2004067791","https://openalex.org/W2014620140","https://openalex.org/W2037073244","https://openalex.org/W2059313996","https://openalex.org/W2102248717","https://openalex.org/W2102794349","https://openalex.org/W2114956379","https://openalex.org/W2119909954","https://openalex.org/W2124201592","https://openalex.org/W2127053639","https://openalex.org/W2130410032","https://openalex.org/W2130494035","https://openalex.org/W2130979840","https://openalex.org/W2133820971","https://openalex.org/W2143426320","https://openalex.org/W2144894933","https://openalex.org/W2150536104","https://openalex.org/W2153624566","https://openalex.org/W2157875785","https://openalex.org/W2478722229","https://openalex.org/W2577446513","https://openalex.org/W3144881883","https://openalex.org/W4244934246","https://openalex.org/W4247420482","https://openalex.org/W6677417809"],"related_works":["https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W1986892844","https://openalex.org/W170658859","https://openalex.org/W2490137852","https://openalex.org/W4310366902","https://openalex.org/W3023720143","https://openalex.org/W3141198878","https://openalex.org/W2056932428","https://openalex.org/W2412120523"],"abstract_inverted_index":{"High-throughput":[0],"microarrays":[1,23],"inform":[2],"us":[3],"on":[4,61,100],"different":[5],"outlooks":[6],"of":[7,14,34,67,95,128],"the":[8,12,22,47,93,104,129],"molecular":[9],"mechanisms":[10],"underlying":[11],"function":[13],"cells":[15],"and":[16,69,80,122],"organisms.":[17],"While":[18],"computational":[19],"analysis":[20,94],"for":[21,86],"show":[24,113],"good":[25],"performance,":[26],"it":[27],"is":[28,59,75,84],"still":[29],"difficult":[30],"to":[31,45,92],"infer":[32],"modules":[33,49,132],"multiple":[35,101],"co-regulated":[36],"genes.":[37],"Here,":[38],"we":[39],"present":[40],"a":[41,63],"novel":[42],"classification":[43],"method":[44,116],"identify":[46],"gene":[48,89],"associated":[50],"with":[51],"cancers":[52],"from":[53],"microarray":[54],"data.":[55],"The":[56,72,111,125],"proposed":[57],"approach":[58],"based":[60],"'hypernetworks',":[62],"hypergraph":[64],"model":[65,74],"consisting":[66],"vertices":[68],"weighted":[70],"hyperedges.":[71],"hypernetwork":[73,105],"inspired":[76],"by":[77,136],"biological":[78,126],"networks":[79],"its":[81],"learning":[82],"process":[83],"suitable":[85],"identifying":[87],"interacting":[88],"modules.":[90,110],"Applied":[91],"microRNA":[96],"(miRNA)":[97],"expression":[98],"profiles":[99],"human":[102],"cancers,":[103],"classifiers":[106],"identified":[107],"cancer-related":[108],"miRNA":[109,131],"results":[112],"that":[114],"our":[115],"performs":[117],"better":[118],"than":[119],"decision":[120],"trees":[121],"naive":[123],"Bayes.":[124],"meaning":[127],"discovered":[130],"has":[133],"been":[134],"examined":[135],"literature":[137],"search.":[138]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}