{"id":"https://openalex.org/W2146609409","doi":"https://doi.org/10.1109/ijcnn.2009.5179039","title":"Neural network model for integration and visualization of introgressed genome and metabolite data","display_name":"Neural network model for integration and visualization of introgressed genome and metabolite data","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2146609409","doi":"https://doi.org/10.1109/ijcnn.2009.5179039","mag":"2146609409"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2009.5179039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5179039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","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/A5091024901","display_name":"Georgina Stegmayer","orcid":"https://orcid.org/0000-0003-4459-4560"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Georgina Stegmayer","raw_affiliation_strings":["CIDISI, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","CIDISI, CONICET, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIDISI, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"CIDISI, CONICET, Argentina","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077266711","display_name":"Diego H. Milone","orcid":"https://orcid.org/0000-0003-2182-4351"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Diego Milone","raw_affiliation_strings":["FICH-UNL, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","sinc(i), FICH-UNL, CONICET, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FICH-UNL, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"sinc(i), FICH-UNL, CONICET, Argentina","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054602423","display_name":"Laura Kamenetzky","orcid":"https://orcid.org/0000-0003-3778-4833"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Laura Kamenetzky","raw_affiliation_strings":["GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","GEFEIA, INTA-IB, CONICET, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"GEFEIA, INTA-IB, CONICET, Argentina","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027622307","display_name":"Mariana G. L\u00f3pez","orcid":"https://orcid.org/0000-0002-2216-9232"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Mariana Lopez","raw_affiliation_strings":["GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","GEFEIA, INTA-IB, CONICET, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"GEFEIA, INTA-IB, CONICET, Argentina","institution_ids":["https://openalex.org/I151201029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032238783","display_name":"Fernando Carrari","orcid":"https://orcid.org/0000-0003-0145-156X"},"institutions":[{"id":"https://openalex.org/I151201029","display_name":"Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas","ror":"https://ror.org/03cqe8w59","country_code":"AR","type":"government","lineage":["https://openalex.org/I151201029","https://openalex.org/I4210123736","https://openalex.org/I4387155568"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Fernando Carrari","raw_affiliation_strings":["GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","GEFEIA, INTA-IB, CONICET, Argentina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEFEIA, INTA-IB, Consejo Nacional de Investigaciones Cient\u00edficas y T\u00e9cnicas, Argentina","institution_ids":["https://openalex.org/I151201029"]},{"raw_affiliation_string":"GEFEIA, INTA-IB, CONICET, Argentina","institution_ids":["https://openalex.org/I151201029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151201029"],"apc_list":null,"apc_paid":null,"fwci":6.7484,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.96967132,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2983","last_page":"2989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9941999912261963,"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":0.9941999912261963,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9843999743461609,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9843000173568726,"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":0.675426185131073},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6450039744377136},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6380240321159363},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5969832539558411},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5962386727333069},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5327209234237671},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4914499521255493},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4441720247268677},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.4341524839401245},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43162816762924194},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.4235351085662842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4016357958316803},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.39240413904190063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38824060559272766},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35211649537086487},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.24255886673927307},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.17760491371154785},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09427464008331299}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.675426185131073},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6450039744377136},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6380240321159363},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5969832539558411},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5962386727333069},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5327209234237671},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4914499521255493},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4441720247268677},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.4341524839401245},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43162816762924194},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.4235351085662842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4016357958316803},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.39240413904190063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38824060559272766},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35211649537086487},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.24255886673927307},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17760491371154785},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09427464008331299},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2009.5179039","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2009.5179039","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W650523905","https://openalex.org/W1482684381","https://openalex.org/W1500731913","https://openalex.org/W1506545167","https://openalex.org/W1594833373","https://openalex.org/W1679913846","https://openalex.org/W2003170555","https://openalex.org/W2005273845","https://openalex.org/W2021079850","https://openalex.org/W2060389099","https://openalex.org/W2102006623","https://openalex.org/W2109363337","https://openalex.org/W2121574075","https://openalex.org/W2153020710","https://openalex.org/W2155206802","https://openalex.org/W2159767718","https://openalex.org/W2800394774","https://openalex.org/W3017143921","https://openalex.org/W4244022615","https://openalex.org/W4247761741"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2189613078","https://openalex.org/W2586219255","https://openalex.org/W3160708108"],"abstract_inverted_index":{"The":[0,139],"volume":[1],"of":[2,15,57,78,90,109,111,115,118,123,130],"information":[3],"derived":[4],"from":[5,150],"post-genomic":[6],"technologies":[7],"is":[8,38,104],"rapidly":[9],"increasing.":[10],"Due":[11],"to":[12,48],"the":[13,27,55,102,106,116,128,136],"amount":[14],"data":[16,29,149],"involved,":[17],"novel":[18],"computational":[19],"models":[20],"are":[21],"needed":[22],"for":[23,43,69,88,127],"introducing":[24],"order":[25,47],"into":[26],"massive":[28],"sets":[30],"produced":[31],"by":[32],"these":[33],"new":[34],"technologies.":[35],"Data":[36],"integration":[37],"also":[39,82],"gaining":[40],"increasing":[41],"attention":[42],"merging":[44],"signals":[45],"in":[46,93],"discover":[49],"unknown":[50,132],"pathways.":[51],"These":[52],"topics":[53],"require":[54],"development":[56],"adequate":[58],"soft":[59],"computing":[60],"tools.":[61],"This":[62,97,121],"work":[63],"proposes":[64],"a":[65,84,145],"neural":[66],"network":[67],"model":[68,140],"discovering":[70],"relationships":[71],"between":[72],"gene":[73],"expression":[74],"and":[75,95],"metabolite":[76],"profiles":[77],"introgressed":[79],"lines.":[80],"It":[81],"provides":[83],"simple":[85],"visualization":[86],"interface":[87],"identification":[89,108],"coordinated":[91],"variations":[92],"mRNA":[94],"metabolites.":[96],"may":[98,125],"be":[99],"useful":[100],"when":[101],"focus":[103],"on":[105,144],"easily":[107],"groups":[110],"different":[112],"patterns,":[113],"independently":[114],"number":[117],"formed":[119],"clusters.":[120],"kind":[122],"analysis":[124],"help":[126],"inference":[129],"a-priori":[131],"metabolic":[133],"pathways":[134],"involving":[135,148],"grouped":[137],"data.":[138],"has":[141],"been":[142],"used":[143],"case":[146],"study":[147],"tomato":[151],"fruits.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
