{"id":"https://openalex.org/W2098631436","doi":"https://doi.org/10.1109/ijcnn.2010.5596840","title":"A nonexclusive task decomposition method for modular neural networks","display_name":"A nonexclusive task decomposition method for modular neural networks","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2098631436","doi":"https://doi.org/10.1109/ijcnn.2010.5596840","mag":"2098631436"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"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/A5101507644","display_name":"Victor M. O. Alves","orcid":"https://orcid.org/0000-0002-7342-8396"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Victor M. O. Alves","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Brazil","Center of Informatics, Federal University of Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084140678","display_name":"George D. C. Cavalcanti","orcid":"https://orcid.org/0000-0001-7714-2283"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"George D. C. Cavalcanti","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco (UFPE), Brazil","Center of Informatics, Federal University of Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco (UFPE), Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101507644"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.451,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.73741247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9883999824523926,"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/T12676","display_name":"Machine Learning and ELM","score":0.986299991607666,"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/modular-design","display_name":"Modular design","score":0.7859112024307251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7300585508346558},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.7107257843017578},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6740858554840088},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6652708053588867},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5700167417526245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4990203380584717},{"id":"https://openalex.org/keywords/modular-neural-network","display_name":"Modular neural network","score":0.47514891624450684},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.35130083560943604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3286462128162384},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.20371976494789124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1106259822845459},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07998508214950562}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7859112024307251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7300585508346558},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7107257843017578},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6740858554840088},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6652708053588867},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5700167417526245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4990203380584717},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.47514891624450684},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.35130083560943604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3286462128162384},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.20371976494789124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1106259822845459},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07998508214950562},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1570664003","https://openalex.org/W2042481239","https://openalex.org/W2045095464","https://openalex.org/W2045257906","https://openalex.org/W2046789063","https://openalex.org/W2078376347","https://openalex.org/W2112796928","https://openalex.org/W2137983211","https://openalex.org/W2145085734","https://openalex.org/W2145510526","https://openalex.org/W2150884987","https://openalex.org/W2152152502","https://openalex.org/W2153436198","https://openalex.org/W3120740533","https://openalex.org/W3146803896","https://openalex.org/W6788247690"],"related_works":["https://openalex.org/W1558201422","https://openalex.org/W2281615551","https://openalex.org/W2317332738","https://openalex.org/W2022575851","https://openalex.org/W2367028704","https://openalex.org/W794512309","https://openalex.org/W14051135","https://openalex.org/W2541635150","https://openalex.org/W575330181","https://openalex.org/W2789838507"],"abstract_inverted_index":{"Modular":[0],"neural":[1,12],"networks":[2],"(MNNs)":[3],"architectures":[4],"have":[5,63,74],"been":[6],"developed":[7],"aiming":[8],"to":[9],"outperform":[10],"single":[11],"nets.":[13],"One":[14],"of":[15,22,50],"the":[16,20,23,26,33,48,51,64,93],"main":[17],"drawbacks":[18],"in":[19,31,46],"construction":[21],"MNNs":[24],"is":[25,68,84],"task":[27,43],"decomposition":[28,44],"which":[29,47],"consists":[30],"divide":[32],"problem":[34,52],"into":[35],"simpler":[36],"sub-problems.":[37],"This":[38,67],"paper":[39],"proposes":[40],"a":[41],"novel":[42],"method":[45],"classes":[49],"can":[53,62],"be":[54],"divided":[55],"redundantly.":[56],"Thus,":[57],"two":[58],"different":[59],"expert":[60],"modules":[61],"same":[65],"class.":[66],"specially":[69],"interesting":[70],"for":[71],"problems":[72],"that":[73],"multimodal":[75],"classes.":[76],"The":[77],"proposed":[78],"MNN,":[79],"called":[80],"Redundant":[81],"Pattern":[82],"Distributor,":[83],"compared":[85],"with":[86],"other":[87],"ones":[88],"over":[89],"many":[90],"databases":[91],"and":[92],"results":[94],"show":[95],"its":[96],"effectiveness.":[97]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
