{"id":"https://openalex.org/W4254527583","doi":"https://doi.org/10.1109/icpr.2004.1334191","title":"A hybrid SOM-SVM method for analyzing zebra fish gene expression","display_name":"A hybrid SOM-SVM method for analyzing zebra fish gene expression","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W4254527583","doi":"https://doi.org/10.1109/icpr.2004.1334191"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2004.1334191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334191","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","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/A5100413333","display_name":"Wei Wu","orcid":"https://orcid.org/0000-0001-6984-3581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I75573869","display_name":"Institute of Molecular and Cell Biology","ror":"https://ror.org/04xpsrn94","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I75573869"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Wu Wei","raw_affiliation_strings":["Institute of Molecular and Cell Biology, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of Molecular and Cell Biology, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I75573869","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352220","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-3486-5753"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I75573869","display_name":"Institute of Molecular and Cell Biology","ror":"https://ror.org/04xpsrn94","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I75573869"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Liu Xin","raw_affiliation_strings":["Institute of Molecular and Cell Biology, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of Molecular and Cell Biology, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I75573869","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030826799","display_name":"Min Xu","orcid":"https://orcid.org/0000-0001-6475-0394"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I75573869","display_name":"Institute of Molecular and Cell Biology","ror":"https://ror.org/04xpsrn94","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I75573869"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xu Min","raw_affiliation_strings":["Institute of Molecular and Cell Biology, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of Molecular and Cell Biology, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I75573869","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peng Jinrong","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]},{"id":"https://openalex.org/I75573869","display_name":"Institute of Molecular and Cell Biology","ror":"https://ror.org/04xpsrn94","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I75573869"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Peng Jinrong","raw_affiliation_strings":["Institute of Molecular and Cell Biology, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute of Molecular and Cell Biology, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I75573869","https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000012527","display_name":"R. Setiono","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"R. Setiono","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100413333"],"corresponding_institution_ids":["https://openalex.org/I165932596","https://openalex.org/I75573869"],"apc_list":null,"apc_paid":null,"fwci":0.4851,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71674877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"326 Vol.2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9970999956130981,"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":0.9970999956130981,"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":0.9753999710083008,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9397000074386597,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8419670462608337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757510304450989},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.6424601078033447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5609320402145386},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.5521296262741089},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5403829216957092},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5338569283485413},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5295986533164978},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.5239762663841248},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4915700852870941},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4499668478965759},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4412422180175781},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.43981948494911194},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.4229493737220764},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3354116678237915},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.2995428442955017},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.2956241965293884},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2688010036945343},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23634099960327148},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.165564626455307},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07093942165374756}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8419670462608337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757510304450989},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.6424601078033447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5609320402145386},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.5521296262741089},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5403829216957092},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5338569283485413},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5295986533164978},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.5239762663841248},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4915700852870941},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4499668478965759},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4412422180175781},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.43981948494911194},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.4229493737220764},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3354116678237915},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.2995428442955017},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.2956241965293884},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2688010036945343},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23634099960327148},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.165564626455307},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07093942165374756},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","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/icpr.2004.1334191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2004.1334191","pdf_url":null,"source":{"id":"https://openalex.org/S4363608750","display_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004.","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/43003","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/43003","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2102794349","https://openalex.org/W2108728387","https://openalex.org/W2135187880","https://openalex.org/W2135364554","https://openalex.org/W2138964504","https://openalex.org/W4237222446"],"related_works":["https://openalex.org/W2048038364","https://openalex.org/W2167765529","https://openalex.org/W2105758207","https://openalex.org/W4251684294","https://openalex.org/W2994424261","https://openalex.org/W2767847608","https://openalex.org/W2057566290","https://openalex.org/W2911678823","https://openalex.org/W2943416042","https://openalex.org/W2361788533"],"abstract_inverted_index":{"Microarray":[0],"technology":[1,47],"can":[2,107],"be":[3,108],"employed":[4],"to":[5,63,114],"quantitatively":[6],"measure":[7],"the":[8,23,49,69,89,92,116,120],"expression":[9,29,42],"of":[10,12,22,41,51,91,95,119],"thousands":[11],"genes":[13,98],"in":[14,31,35,68],"a":[15,65,78,83,111],"single":[16],"experiment.":[17],"It":[18],"has":[19],"become":[20],"one":[21],"main":[24],"tools":[25],"for":[26,88],"global":[27],"gene":[28],"analysis":[30,70,90],"molecular":[32],"biology":[33],"research":[34],"recent":[36],"years.":[37],"The":[38],"large":[39],"amount":[40],"data":[43,124],"generated":[44],"by":[45],"this":[46,123],"makes":[48],"study":[50],"certain":[52],"complex":[53],"biological":[54],"problems":[55],"possible,":[56],"and":[57,82],"machine":[58,86],"learning":[59],"methods":[60],"are":[61],"expected":[62],"play":[64],"crucial":[66],"role":[67],"process.":[71],"We":[72,103],"present":[73],"our":[74],"results":[75],"from":[76],"integrating":[77],"self-organizing":[79],"maps":[80],"(SOM)":[81],"support":[84],"vector":[85],"(SVM)":[87],"various":[93],"functions":[94],"zebra":[96],"fish":[97],"based":[99],"on":[100,122],"their":[101],"expression.":[102],"discuss":[104],"how":[105],"SOM":[106],"used":[109],"as":[110],"data-filtering":[112],"tool":[113],"improve":[115],"classification":[117],"performance":[118],"SVM":[121],"set.":[125]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
