{"id":"https://openalex.org/W2558160956","doi":"https://doi.org/10.1109/cec.2016.7743934","title":"Data integration in genomics and systems biology","display_name":"Data integration in genomics and systems biology","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2558160956","doi":"https://doi.org/10.1109/cec.2016.7743934","mag":"2558160956"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7743934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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/A5041632230","display_name":"Angela Serra","orcid":"https://orcid.org/0000-0002-3374-1492"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angela Serra","raw_affiliation_strings":["NeuRoNe Lab, University of Salerno"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NeuRoNe Lab, University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025810407","display_name":"Michele Fratello","orcid":"https://orcid.org/0000-0002-3997-2339"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Fratello","raw_affiliation_strings":["Department of Medical Surgical, Neurological, Metabolic and Ageing Sciences, Second University of Napoli"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Surgical, Neurological, Metabolic and Ageing Sciences, Second University of Napoli","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028682033","display_name":"Dario Greco","orcid":"https://orcid.org/0000-0001-9195-9003"},"institutions":[{"id":"https://openalex.org/I2801770344","display_name":"Finnish Institute of Occupational Health","ror":"https://ror.org/030wyr187","country_code":"FI","type":"facility","lineage":["https://openalex.org/I2801770344"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dario Greco","raw_affiliation_strings":["Unit of Systems Toxicology and Nanosafety Research Center, Finnish Institute of Occupational Health, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Systems Toxicology and Nanosafety Research Center, Finnish Institute of Occupational Health, Helsinki, Finland","institution_ids":["https://openalex.org/I2801770344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030668200","display_name":"Roberto Tagliaferri","orcid":"https://orcid.org/0000-0001-8134-9025"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Tagliaferri","raw_affiliation_strings":["NeuRoNe Lab, University of Salerno"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NeuRoNe Lab, University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.4043,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94328511,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1272","last_page":"1279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9922999739646912,"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":0.9902999997138977,"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/computer-science","display_name":"Computer science","score":0.7484279274940491},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.5449669361114502},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5223528146743774},{"id":"https://openalex.org/keywords/computational-genomics","display_name":"Computational genomics","score":0.4564289450645447},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.4427200257778168},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4382021725177765},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41057485342025757},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.3671761155128479},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35858818888664246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34242677688598633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3325982689857483},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13811832666397095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484279274940491},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.5449669361114502},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5223528146743774},{"id":"https://openalex.org/C39238701","wikidata":"https://www.wikidata.org/wiki/Q2091816","display_name":"Computational genomics","level":5,"score":0.4564289450645447},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.4427200257778168},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4382021725177765},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41057485342025757},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.3671761155128479},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35858818888664246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34242677688598633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325982689857483},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13811832666397095},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":1,"locations":[{"id":"doi:10.1109/cec.2016.7743934","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743934","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W87822204","https://openalex.org/W1520812622","https://openalex.org/W1528493411","https://openalex.org/W1550072693","https://openalex.org/W1550614472","https://openalex.org/W1800724332","https://openalex.org/W1900091757","https://openalex.org/W1902027874","https://openalex.org/W1987219048","https://openalex.org/W1998894275","https://openalex.org/W2004788588","https://openalex.org/W2022401242","https://openalex.org/W2041713290","https://openalex.org/W2049446938","https://openalex.org/W2051103587","https://openalex.org/W2089870445","https://openalex.org/W2099892456","https://openalex.org/W2100743480","https://openalex.org/W2100929382","https://openalex.org/W2104762657","https://openalex.org/W2106425331","https://openalex.org/W2108502868","https://openalex.org/W2109972881","https://openalex.org/W2113124588","https://openalex.org/W2117968640","https://openalex.org/W2119387367","https://openalex.org/W2121568632","https://openalex.org/W2123403527","https://openalex.org/W2124201592","https://openalex.org/W2128036349","https://openalex.org/W2133765683","https://openalex.org/W2138426950","https://openalex.org/W2152155643","https://openalex.org/W2153796844","https://openalex.org/W2154849094","https://openalex.org/W2156665896","https://openalex.org/W2157444450","https://openalex.org/W2159091719","https://openalex.org/W2161444669","https://openalex.org/W2165533158","https://openalex.org/W2168113705","https://openalex.org/W2172215633","https://openalex.org/W2180374961","https://openalex.org/W2537645142","https://openalex.org/W2982266667","https://openalex.org/W4247435783","https://openalex.org/W4298188449","https://openalex.org/W6676223633","https://openalex.org/W6683161245","https://openalex.org/W6729268833"],"related_works":["https://openalex.org/W2226172145","https://openalex.org/W2935703330","https://openalex.org/W185100777","https://openalex.org/W4285502407","https://openalex.org/W2606645708","https://openalex.org/W2385787406","https://openalex.org/W1968252650","https://openalex.org/W3047052167","https://openalex.org/W3127469524","https://openalex.org/W4384571918"],"abstract_inverted_index":{"Multi-view":[0],"learning":[1,7,28],"is":[2,30],"the":[3,33,96,114,131,138,142,148,159,178,184,186,190],"branch":[4],"of":[5,21,26,36,67,85,95,105,113,130,147,180,192],"machine":[6],"that":[8],"deals":[9],"with":[10,15,133,137],"multi":[11],"modal":[12],"data,":[13],"i.e.":[14],"patterns":[16],"represented":[17],"by":[18,32,120],"different":[19,83,100],"sets":[20],"features.":[22],"The":[23,103],"fast":[24],"spread":[25],"this":[27],"technique":[29],"motivated":[31],"continuing":[34],"increase":[35],"real":[37],"applications":[38],"based":[39],"on":[40,82],"multi-view":[41,71],"data.":[42],"For":[43],"example,":[44],"in":[45,162,183],"bioinformatics":[46,70],"multiple":[47],"experiments":[48],"can":[49,108],"be":[50],"available":[51],"(mRNA,":[52],"miRNA":[53],"and":[54,62,144,151,164,189],"protein":[55],"expression,":[56],"genome":[57],"wide":[58],"association":[59],"studies":[60],"(GWAS)":[61],"others)":[63],"for":[64],"a":[65,92,110,121,128],"set":[66],"samples.":[68],"In":[69,155],"approaches":[72,171],"are":[73,172],"useful":[74],"since":[75],"heterogeneous":[76],"genome-wide":[77],"data":[78,181],"sources":[79],"capture":[80],"information":[81],"aspects":[84],"complex":[86],"biological":[87],"systems.":[88],"Each":[89],"view":[90,123],"provides":[91,127],"distinct":[93],"facet":[94],"same":[97],"domain,":[98],"encoding":[99],"biologically-relevant":[101],"patterns.":[102],"integration":[104],"such":[106],"views":[107],"provide":[109],"richer":[111],"model":[112],"underlying":[115],"system":[116],"than":[117],"those":[118],"produced":[119],"single":[122],"alone.":[124],"This":[125],"paper":[126],"review":[129],"literature":[132,163],"respect":[134],"to":[135,140,157,165,175],"bioinformatics,":[136],"purpose":[139],"understand":[141],"principles":[143],"operation":[145],"modes":[146],"existing":[149],"methods":[150,161],"their":[152],"possible":[153],"applications.":[154],"order":[156],"organize":[158],"proposed":[160],"find":[166],"similarities":[167],"between":[168],"them,":[169],"these":[170],"organized":[173],"according":[174],"three":[176],"categories:":[177],"type":[179],"used":[182],"papers,":[185],"statistical":[187],"problem":[188],"stage":[191],"integration.":[193]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}