{"id":"https://openalex.org/W2101610413","doi":"https://doi.org/10.1109/cec.2009.4983123","title":"Mutual information neuro-evolutionary system (MINES)","display_name":"Mutual information neuro-evolutionary system (MINES)","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2101610413","doi":"https://doi.org/10.1109/cec.2009.4983123","mag":"2101610413"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4983123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5101610547","display_name":"Robert E. Smith","orcid":"https://orcid.org/0000-0002-1906-4640"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Robert E. Smith","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK","University College London,Dept. of Computer Science,UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"University College London,Dept. of Computer Science,UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026138396","display_name":"Behzad Behzadan","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Behzad Behzadan","raw_affiliation_strings":["Department of Computer Science, University College London, London, UK","University College London,Dept. of Computer Science,UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"University College London,Dept. of Computer Science,UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101610547"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":1.3086,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84387305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1523","last_page":"1529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9990000128746033,"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":0.9990000128746033,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9607999920845032,"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":0.9470999836921692,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7088154554367065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7057018280029297},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7007440328598022},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.6205283999443054},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5831096768379211},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5699812173843384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.525086522102356},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4399679899215698},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.43784791231155396},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33002129197120667},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1009986400604248}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7088154554367065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7057018280029297},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7007440328598022},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6205283999443054},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5831096768379211},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5699812173843384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.525086522102356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4399679899215698},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.43784791231155396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33002129197120667},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1009986400604248}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2009.4983123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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":30,"referenced_works":["https://openalex.org/W22698320","https://openalex.org/W118754115","https://openalex.org/W1514205146","https://openalex.org/W1570601338","https://openalex.org/W1585610988","https://openalex.org/W1999128321","https://openalex.org/W2025210087","https://openalex.org/W2069365665","https://openalex.org/W2073190199","https://openalex.org/W2079667486","https://openalex.org/W2097666287","https://openalex.org/W2099790329","https://openalex.org/W2102643973","https://openalex.org/W2109779438","https://openalex.org/W2111935653","https://openalex.org/W2124776405","https://openalex.org/W2127088021","https://openalex.org/W2131833505","https://openalex.org/W2135486589","https://openalex.org/W2141401868","https://openalex.org/W2145178363","https://openalex.org/W2162813238","https://openalex.org/W2214398292","https://openalex.org/W2966207845","https://openalex.org/W3125217971","https://openalex.org/W6635035540","https://openalex.org/W6679656906","https://openalex.org/W6681240765","https://openalex.org/W6770101879","https://openalex.org/W6992826185"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W2466816617","https://openalex.org/W4367365565","https://openalex.org/W2128396103","https://openalex.org/W2810569973"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,18,26,35,89,95],"new":[4],"approach":[5],"for":[6],"automatically":[7],"determining":[8],"the":[9,15,56,70,75,84,101],"optimal":[10],"quantity":[11],"and":[12,28,49,118],"connectivity":[13],"of":[14,17,37,74,86,98],"hidden-layer":[16],"three-layer":[19],"Feed-Forward":[20],"Neural":[21,38],"Network":[22,39],"(FFNN)":[23],"based":[24,77],"on":[25,78],"theoretical":[27],"practical":[29],"approach.":[30],"The":[31],"system":[32],"(MINES)":[33],"is":[34,52,105],"combination":[36],"(NN),":[40],"Back-Propagation":[41],"(BP),":[42],"Genetic":[43],"Algorithm":[44],"(GA),":[45],"Mutual":[46],"Information":[47],"(MI),":[48],"clustering.":[50],"BP":[51,61],"used":[53],"to":[54,62,93,107],"reduce":[55,108],"training-error":[57],"while":[58],"MI":[59,79,82],"aides":[60],"follow":[63],"an":[64],"effective":[65],"path.":[66],"A":[67],"GA":[68],"changes":[69],"incoming":[71],"synaptic":[72],"connections":[73],"hidden-nodes":[76,92,110],"fitness.":[80],"Assigning":[81],"as":[83],"fitness":[85],"individuals":[87],"brings":[88],"competition":[90],"between":[91],"acquire":[94],"higher":[96],"amount":[97],"information":[99],"from":[100],"error-space.":[102],"Weight":[103],"clustering":[104],"applied":[106],"those":[109],"having":[111],"similar":[112],"weights.":[113],"Experimental":[114],"results":[115],"are":[116],"presented,":[117],"future":[119],"directions":[120],"discussed.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
