{"id":"https://openalex.org/W2883521454","doi":"https://doi.org/10.4018/978-1-59140-557-3.ch054","title":"Data Mining Methods for Microarray Data Analysis","display_name":"Data Mining Methods for Microarray Data Analysis","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2883521454","doi":"https://doi.org/10.4018/978-1-59140-557-3.ch054","mag":"2883521454"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-59140-557-3.ch054","doi":"https://doi.org/10.4018/978-1-59140-557-3.ch054","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-59140-557-3.ch054","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2769488050","display_name":"Encyclopedia of Data Warehousing and Mining"},"type":"reference-entry","is_traditional":false,"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/A5100445937","display_name":"Yu Lei","orcid":"https://orcid.org/0000-0003-1417-0206","observed_orcids":["https://orcid.org/0000-0003-1417-0206"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Yu","raw_affiliation_strings":["Arizona State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904","observed_orcids":["https://orcid.org/0000-0002-3264-7904","https://orcid.org/0000-0001-9316-4749","https://orcid.org/0000-0003-4134-7580","https://orcid.org/0000-0002-7453-3307","https://orcid.org/0000-0001-6025-6807","https://orcid.org/0000-0002-7863-3751"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":1.0,"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":1.0,"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":0.0,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/gene-expression-microarrays","display_name":"gene expression microarrays","score":0.9129999876022339},{"id":"https://openalex.org/keywords/gene-clustering","display_name":"gene clustering","score":0.6140000224113464},{"id":"https://openalex.org/keywords/sample-clustering","display_name":"sample clustering","score":0.984000027179718},{"id":"https://openalex.org/keywords/class-discovery","display_name":"class discovery","score":0.9279999732971191},{"id":"https://openalex.org/keywords/gene-selection","display_name":"gene selection","score":0.9959999918937683},{"id":"https://openalex.org/keywords/data-mining-techniques","display_name":"data mining techniques","score":0.6100000143051147},{"id":"https://openalex.org/keywords/high-dimensional-gene-expression-data","display_name":"high-dimensional gene expression data","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.650063157081604},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.644763708114624},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.6109309792518616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6065257787704468},{"id":"https://openalex.org/C548314002","wikidata":"https://www.wikidata.org/wiki/Q6839218","display_name":"Microarray databases","level":5,"score":0.579822838306427},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.5522003769874573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45716679096221924},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.438669890165329},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42131370306015015},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4066636264324188},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3789500594139099},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.3565858006477356},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2775024175643921},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1692425012588501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1386207640171051}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/978-1-59140-557-3.ch054","doi":"https://doi.org/10.4018/978-1-59140-557-3.ch054","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-59140-557-3.ch054","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining","raw_type":"book-chapter"},{"id":"doi:10.4018/9781591405573.ch054","doi":"https://doi.org/10.4018/9781591405573.ch054","is_oa":false,"landing_page_url":"https://doi.org/10.4018/9781591405573.ch054","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4211014909","https://openalex.org/W4236236597","https://openalex.org/W1048776","https://openalex.org/W2994424261","https://openalex.org/W2482329660","https://openalex.org/W1610659280","https://openalex.org/W2094595827","https://openalex.org/W4302469338","https://openalex.org/W4237709953","https://openalex.org/W2035037267"],"abstract_inverted_index":{"The":[0],"advent":[1],"of":[2,11,18,20,31,100],"gene":[3,32,48,83,101],"expression":[4,12,33,102],"microarray":[5,34,103,129],"technology":[6],"enables":[7],"the":[8,97,113],"simultaneous":[9],"measurement":[10],"levels":[13],"for":[14,41,116],"thousands":[15,19],"or":[16],"tens":[17],"genes":[21],"in":[22,44,128],"a":[23],"single":[24],"experiment":[25],"(Schena,":[26],"et":[27,51,55,64,68,75,79],"al.,":[28,52,56,65,69,76,80],"1995).":[29],"Analysis":[30],"data":[35,42,104,130],"presents":[36],"unprecedented":[37],"opportunities":[38],"and":[39,60,82,105,120,124],"challenges":[40,123],"mining":[43],"areas":[45],"such":[46],"as":[47],"clustering":[49,59],"(Eisen,":[50],"1998;":[53],"Tamayo,":[54],"1999),":[57,70],"sample":[58,71],"class":[61,72],"discovery":[62],"(Alon,":[63],"1999;":[66,77],"Golub,":[67],"prediction":[73],"(Golub,":[74],"Wu,":[78],"2003),":[81],"selection":[84],"(Xing,":[85],"Jordan,":[86],"&":[87,91],"Karp,":[88],"2001;":[89],"Yu":[90],"Liu,":[92],"2004).":[93],"This":[94],"article":[95],"introduces":[96],"basic":[98],"concepts":[99],"describes":[106],"relevant":[107],"data-mining":[108,118],"tasks.":[109],"It":[110],"briefly":[111],"reviews":[112],"state-of-the-art":[114],"methods":[115],"each":[117],"task":[119],"identifies":[121],"emerging":[122],"future":[125],"research":[126],"directions":[127],"analysis.":[131],"Request":[132],"access":[133],"from":[134],"your":[135],"librarian":[136],"to":[137],"read":[138],"this":[139],"chapter's":[140],"full":[141],"text.":[142]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2018-08-03T00:00:00"}