{"id":"https://openalex.org/W2149102486","doi":"https://doi.org/10.1109/hima.2011.5953962","title":"Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks","display_name":"Distributed learning on nonuniform class-probability distributions based on genetic algorithms and artificial neural networks","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2149102486","doi":"https://doi.org/10.1109/hima.2011.5953962","mag":"2149102486"},"language":"en","primary_location":{"id":"doi:10.1109/hima.2011.5953962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hima.2011.5953962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop On Hybrid Intelligent Models And Applications","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/A5051434163","display_name":"Diego Peteiro-Barral","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Peteiro-Barral","raw_affiliation_strings":["Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046448840","display_name":"Bertha Guijarro\u2010Berdi\u00f1as","orcid":"https://orcid.org/0000-0001-8901-5441"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Bertha Guijarro-Berdinas","raw_affiliation_strings":["Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086001879","display_name":"Beatriz P\u00e9rez\u2010S\u00e1nchez","orcid":"https://orcid.org/0000-0002-9184-0579"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Beatriz Perez-Sanchez","raw_affiliation_strings":["Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23076574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9879000186920166,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8276275396347046},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6856292486190796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6429860591888428},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6373645663261414},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5866523385047913},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5591899156570435},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5549535751342773},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5362054705619812},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4666583240032196},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.448615700006485},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4399834871292114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09255325794219971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8276275396347046},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6856292486190796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6429860591888428},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6373645663261414},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5866523385047913},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5591899156570435},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5549535751342773},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5362054705619812},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4666583240032196},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.448615700006485},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4399834871292114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09255325794219971},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hima.2011.5953962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hima.2011.5953962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Workshop On Hybrid Intelligent Models And Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W132487560","https://openalex.org/W202059055","https://openalex.org/W1548578223","https://openalex.org/W1558741833","https://openalex.org/W1571024744","https://openalex.org/W1594993535","https://openalex.org/W1601142477","https://openalex.org/W1704669313","https://openalex.org/W1967907744","https://openalex.org/W2010798306","https://openalex.org/W2046251965","https://openalex.org/W2108430336","https://openalex.org/W2112504244","https://openalex.org/W2113651538","https://openalex.org/W2120432001","https://openalex.org/W2129144539","https://openalex.org/W2141404362","https://openalex.org/W2165631366","https://openalex.org/W2169958062","https://openalex.org/W2539868084","https://openalex.org/W2899025540","https://openalex.org/W3112596628","https://openalex.org/W3120740533","https://openalex.org/W4250948866","https://openalex.org/W4285719527","https://openalex.org/W6605343936","https://openalex.org/W6608211845","https://openalex.org/W6633893416","https://openalex.org/W6637397147","https://openalex.org/W6677106874","https://openalex.org/W6755690726","https://openalex.org/W6787327221","https://openalex.org/W7023986577"],"related_works":["https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367","https://openalex.org/W2385996327"],"abstract_inverted_index":{"Nowadays,":[0],"machine":[1],"learning":[2,16,70],"applications":[3],"deal":[4],"most":[5,21],"often":[6],"with":[7,109],"large":[8,31],"and/or":[9],"distributed":[10,15,63,69],"datasets.":[11],"In":[12],"this":[13,137],"context,":[14],"seems":[17],"to":[18,26,58],"be":[19,34],"the":[20,40,45,78,128,131,149],"promising":[22],"line":[23],"of":[24,43,47,51,81,117,121,130,148,151,160],"research":[25],"handle":[27],"both":[28,154],"situations":[29],"since":[30],"datasets":[32,100],"can":[33],"allocated":[35],"across":[36],"several":[37,102],"locations.":[38],"Moreover,":[39],"current":[41],"trend":[42],"reducing":[44],"speed":[46],"processors":[48,53],"in":[49,77,107,136],"favor":[50],"multi-core":[52],"and":[54,90,156],"computer":[55],"clusters":[56],"leads":[57],"a":[59,67,95,145],"suitable":[60],"context":[61],"for":[62],"learning.":[64],"Notwithstanding,":[65],"only":[66],"few":[68],"algorithms":[71],"have":[72],"been":[73],"proposed":[74],"so":[75],"far":[76],"literature.":[79],"One":[80],"them":[82],"is":[83,124,134],"DEvoNet,":[84,122],"which":[85,123],"uses":[86],"artificial":[87],"neural":[88],"networks":[89],"genetic":[91,132],"algorithms.":[92],"DEvoNet":[93,152],"shows":[94],"good":[96],"performance":[97,112,150],"on":[98,113,126,153],"many":[99],"but":[101],"limitations":[103],"were":[104],"pointed":[105],"out":[106],"connection":[108],"its":[110],"poor":[111],"nonuniform":[114,157],"class-probability":[115,158],"distributions":[116,159],"data.":[118,161],"An":[119],"improvement":[120,147],"based":[125],"distributing":[127],"computation":[129],"algorithm,":[133],"presented":[135],"paper.":[138],"The":[139],"results":[140],"obtained":[141],"during":[142],"experimentation":[143],"show":[144],"notorious":[146],"uniform":[155]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}