{"id":"https://openalex.org/W2075220845","doi":"https://doi.org/10.4018/jdm.2014010102","title":"Information Extraction from Microarray Data","display_name":"Information Extraction from Microarray Data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2075220845","doi":"https://doi.org/10.4018/jdm.2014010102","mag":"2075220845"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdm.2014010102","pdf_url":null,"source":{"id":"https://openalex.org/S73024538","display_name":"Journal of Database Management","issn_l":"1063-8016","issn":["1063-8016","1533-8010"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5061948214","display_name":"Alessandro Fiori","orcid":"https://orcid.org/0000-0003-3819-2696"},"institutions":[{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Fiori","raw_affiliation_strings":["Institute for Cancer Research and Tretment, Candiolo, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Cancer Research and Tretment, Candiolo, Italy#TAB#","institution_ids":["https://openalex.org/I4210151091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077709342","display_name":"Alberto Grand","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151091","display_name":"Candiolo Cancer Institute","ror":"https://ror.org/04wadq306","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210151091","https://openalex.org/I4210153126","https://openalex.org/I4210167100"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Grand","raw_affiliation_strings":["IRCC, Institute for Cancer Research and Tretment, Candiolo, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"IRCC, Institute for Cancer Research and Tretment, Candiolo, Italy#TAB#","institution_ids":["https://openalex.org/I4210151091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027980340","display_name":"Giulia Bruno","orcid":"https://orcid.org/0000-0001-5585-647X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"funder","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Bruno","raw_affiliation_strings":["Dipartimento di Ingegneria Gestionale e della Produzione, Politecnico di Torino, Torino, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Gestionale e della Produzione, Politecnico di Torino, Torino, Italy#TAB#","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063682183","display_name":"Francesco Brundu","orcid":"https://orcid.org/0000-0003-2133-1426"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"funder","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Gavino Brundu","raw_affiliation_strings":["Dipartimento di Automatica e Informatica, Politecnico di Torino, Torino,Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica e Informatica, Politecnico di Torino, Torino,Italy#TAB#","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084487427","display_name":"Domenico Schioppa","orcid":null},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"funder","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Schioppa","raw_affiliation_strings":[" Department of Oncology, University of Torino Medical School, Candiolo, Italy."],"affiliations":[{"raw_affiliation_string":" Department of Oncology, University of Torino Medical School, Candiolo, Italy.","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031287599","display_name":"Andrea Bertotti","orcid":"https://orcid.org/0000-0001-8196-7608"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"funder","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Bertotti","raw_affiliation_strings":[" Department of Oncology, University of Torino Medical School, Candiolo, Italy."],"affiliations":[{"raw_affiliation_string":" Department of Oncology, University of Torino Medical School, Candiolo, Italy.","institution_ids":["https://openalex.org/I55143463"]}]}],"institution_assertions":[],"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":6,"citation_normalized_percentile":{"value":0.528914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":82,"max":83},"biblio":{"volume":"25","issue":"1","first_page":"29","last_page":"58"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9999,"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":0.9999,"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":0.9939,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9861,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/data-pre-processing","display_name":"Data pre-processing","score":0.5544097},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.41771284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73154336},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7222878},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6469433},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6261405},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6076297},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5544097},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.52489483},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43629318},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.41771284},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.36621648},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25491577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24150231},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09082389},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.080399334},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.06927171},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.4018/jdm.2014010102","pdf_url":null,"source":{"id":"https://openalex.org/S73024538","display_name":"Journal of Database Management","issn_l":"1063-8016","issn":["1063-8016","1533-8010"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":138,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1493217831","https://openalex.org/W1506285740","https://openalex.org/W1506545167","https://openalex.org/W1514923932","https://openalex.org/W1520460729","https://openalex.org/W1532476473","https://openalex.org/W1593486402","https://openalex.org/W1593657456","https://openalex.org/W166089022","https://openalex.org/W1756530954","https://openalex.org/W1758524554","https://openalex.org/W1800724332","https://openalex.org/W1814100322","https://openalex.org/W1835959768","https://openalex.org/W1841961408","https://openalex.org/W192297317","https://openalex.org/W1938740620","https://openalex.org/W1964599014","https://openalex.org/W1964854862","https://openalex.org/W1966701961","https://openalex.org/W1976734130","https://openalex.org/W1983524036","https://openalex.org/W1985098050","https://openalex.org/W1986849266","https://openalex.org/W1996993801","https://openalex.org/W1999672145","https://openalex.org/W2003170555","https://openalex.org/W2004022680","https://openalex.org/W2007176121","https://openalex.org/W2011141305","https://openalex.org/W2020541351","https://openalex.org/W2023416945","https://openalex.org/W2023971898","https://openalex.org/W2024858956","https://openalex.org/W2027965837","https://openalex.org/W2028236537","https://openalex.org/W2030132106","https://openalex.org/W2030165415","https://openalex.org/W2033237963","https://openalex.org/W2036328877","https://openalex.org/W2045741102","https://openalex.org/W2054177251","https://openalex.org/W2057279785","https://openalex.org/W2060542593","https://openalex.org/W2062372971","https://openalex.org/W2064030514","https://openalex.org/W2064787891","https://openalex.org/W2064832376","https://openalex.org/W2064853889","https://openalex.org/W2066771339","https://openalex.org/W2067306349","https://openalex.org/W2073231699","https://openalex.org/W2076683000","https://openalex.org/W2082668371","https://openalex.org/W2087684630","https://openalex.org/W2090572164","https://openalex.org/W2094191210","https://openalex.org/W2096561521","https://openalex.org/W2097255042","https://openalex.org/W2097557760","https://openalex.org/W2099807710","https://openalex.org/W2100668965","https://openalex.org/W2104854813","https://openalex.org/W2105883975","https://openalex.org/W2107598685","https://openalex.org/W2107665951","https://openalex.org/W2108516575","https://openalex.org/W2109363337","https://openalex.org/W2110298216","https://openalex.org/W2110893740","https://openalex.org/W2111104102","https://openalex.org/W2111203738","https://openalex.org/W2111254498","https://openalex.org/W2114933215","https://openalex.org/W2115358726","https://openalex.org/W2115463832","https://openalex.org/W2116079122","https://openalex.org/W2116459725","https://openalex.org/W2118435084","https://openalex.org/W2118718620","https://openalex.org/W2121936281","https://openalex.org/W2123363536","https://openalex.org/W2123496056","https://openalex.org/W2125055259","https://openalex.org/W2125208521","https://openalex.org/W2125757918","https://openalex.org/W2126306448","https://openalex.org/W2127471293","https://openalex.org/W2127603354","https://openalex.org/W2128215982","https://openalex.org/W2128985829","https://openalex.org/W2130158951","https://openalex.org/W2131987814","https://openalex.org/W2131994307","https://openalex.org/W2136107412","https://openalex.org/W2136787567","https://openalex.org/W2138073318","https://openalex.org/W2138550913","https://openalex.org/W2139345901","https://openalex.org/W2140077863","https://openalex.org/W2140703956","https://openalex.org/W2140736261","https://openalex.org/W2141012957","https://openalex.org/W2141624157","https://openalex.org/W2143347324","https://openalex.org/W2143426320","https://openalex.org/W2144792853","https://openalex.org/W2148482472","https://openalex.org/W2148603752","https://openalex.org/W2149620660","https://openalex.org/W2149706766","https://openalex.org/W2150926065","https://openalex.org/W2150930396","https://openalex.org/W2151886124","https://openalex.org/W2152320972","https://openalex.org/W2153635508","https://openalex.org/W2155533563","https://openalex.org/W2157795344","https://openalex.org/W2157840751","https://openalex.org/W2158012006","https://openalex.org/W2158137698","https://openalex.org/W2160354730","https://openalex.org/W2162165991","https://openalex.org/W2162972849","https://openalex.org/W2170989872","https://openalex.org/W2187656613","https://openalex.org/W2209756172","https://openalex.org/W2331067281","https://openalex.org/W2411756531","https://openalex.org/W2482589566","https://openalex.org/W2533924017","https://openalex.org/W2911964244","https://openalex.org/W4236137412","https://openalex.org/W4244638854","https://openalex.org/W4252403066","https://openalex.org/W4285719527","https://openalex.org/W4294107304"],"related_works":["https://openalex.org/W4310366902","https://openalex.org/W3149103228","https://openalex.org/W3023720143","https://openalex.org/W2989490741","https://openalex.org/W2490137852","https://openalex.org/W2412120523","https://openalex.org/W2379323287","https://openalex.org/W2367545121","https://openalex.org/W170658859","https://openalex.org/W138569904"],"abstract_inverted_index":{"Nowadays,":[0],"a":[1,27,43,54,75],"huge":[2],"amount":[3],"of":[4,26,30,49,59,120,146,168],"high":[5],"throughput":[6],"molecular":[7,32],"data":[8,101,122,169,174],"are":[9,42,126,149,162,175],"available":[10],"for":[11],"analysis":[12],"and":[13,16,91,99,109,123,143],"provide":[14],"novel":[15],"useful":[17],"insights":[18],"into":[19],"complex":[20],"biological":[21],"systems,":[22],"through":[23],"the":[24,130],"acquisition":[25],"high-resolution":[28],"picture":[29],"their":[31],"status":[33],"in":[34],"defined":[35],"experimental":[36],"conditions.":[37],"In":[38],"this":[39],"context,":[40],"microarrays":[41],"powerful":[44],"tool":[45],"to":[46,64,69,83,114,128],"analyze":[47],"thousands":[48],"gene":[50,135],"expression":[51,136],"values":[52,137],"with":[53],"single":[55],"experiment.":[56],"A":[57],"number":[58],"approaches":[60],"have":[61],"been":[62],"developed":[63],"detecting":[65],"genes":[66,72],"highly":[67],"correlated":[68],"diseases,":[70],"selecting":[71],"that":[73,158],"exhibit":[74],"similar":[76],"behavior":[77],"under":[78],"specific":[79],"conditions,":[80],"building":[81],"models":[82],"predict":[84],"disease":[85],"outcome":[86],"based":[87],"on":[88,172],"genetic":[89],"profiles,":[90],"inferring":[92],"regulatory":[93],"networks.":[94],"This":[95],"paper":[96],"discusses":[97],"popular":[98],"recent":[100],"mining":[102,170],"techniques":[103],"(i.e.,":[104],"Feature":[105],"Selection,":[106],"Clustering,":[107],"Classification,":[108],"Association":[110],"Rule":[111],"Mining)":[112],"applied":[113],"microarray":[115,121,173],"data.":[116],"The":[117],"main":[118],"characteristics":[119],"preprocessing":[124],"procedures":[125],"presented":[127],"understand":[129],"critical":[131],"issues":[132],"introduced":[133],"by":[134],"analysis.":[138],"Each":[139],"technique":[140],"is":[141],"analyzed,":[142],"relevant":[144],"examples":[145],"pertinent":[147],"literature":[148],"reported.":[150],"Moreover,":[151],"real":[152],"use":[153,159],"cases":[154],"exploiting":[155],"analytic":[156],"pipelines":[157],"these":[160],"methods":[161],"also":[163],"introduced.":[164],"Finally,":[165],"future":[166],"directions":[167],"research":[171],"envisioned.":[176]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2075220845","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-03-23T10:11:15.650625","created_date":"2016-06-24"}