{"id":"https://openalex.org/W2557721249","doi":"https://doi.org/10.1109/cec.2016.7744182","title":"Generalized neurons and its application in DNA microarray classification","display_name":"Generalized neurons and its application in DNA microarray classification","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2557721249","doi":"https://doi.org/10.1109/cec.2016.7744182","mag":"2557721249"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7744182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744182","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/A5029204467","display_name":"Beatriz A. Garro","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Beatriz A. Garro","raw_affiliation_strings":["Instituto en Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas Universidad Nacional Aut\u00f3noma de M\u00e9xico Ciudad Universitaria, M\u00e9xico, D.F"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto en Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas Universidad Nacional Aut\u00f3noma de M\u00e9xico Ciudad Universitaria, M\u00e9xico, D.F","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112961703","display_name":"Katya Rodr\u00edguez","orcid":null},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Katya Rodriguez","raw_affiliation_strings":["Instituto en Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas Universidad Nacional Aut\u00f3noma de M\u00e9xico Ciudad Universitaria, M\u00e9xico, D.F"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto en Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas Universidad Nacional Aut\u00f3noma de M\u00e9xico Ciudad Universitaria, M\u00e9xico, D.F","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091186636","display_name":"Roberto A. V\u00e1zquez","orcid":"https://orcid.org/0000-0002-7645-4610"},"institutions":[{"id":"https://openalex.org/I120753068","display_name":"Universidad La Salle","ror":"https://ror.org/05sr4vg14","country_code":"BO","type":"education","lineage":["https://openalex.org/I120753068"]}],"countries":["BO"],"is_corresponding":false,"raw_author_name":"Roberto A. Vazquez","raw_affiliation_strings":["Intelligent Systems Group, Facultad de Ingenier\u00eda Universidad La Salle, M\u00e9xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Group, Facultad de Ingenier\u00eda Universidad La Salle, M\u00e9xico","institution_ids":["https://openalex.org/I120753068"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7021,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8781206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"286","issue":null,"first_page":"3110","last_page":"3115"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9926999807357788,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9857000112533569,"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/dna-microarray","display_name":"DNA microarray","score":0.8058817386627197},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.6041995882987976},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.565301775932312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5396760702133179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4896607995033264},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4613262712955475},{"id":"https://openalex.org/keywords/myeloid-leukemia","display_name":"Myeloid leukemia","score":0.45772868394851685},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4498063325881958},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.433014452457428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32018160820007324},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2830353379249573},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.17524248361587524},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.15433576703071594},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.09189602732658386}],"concepts":[{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.8058817386627197},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.6041995882987976},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.565301775932312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5396760702133179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4896607995033264},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4613262712955475},{"id":"https://openalex.org/C2778729363","wikidata":"https://www.wikidata.org/wiki/Q11688946","display_name":"Myeloid leukemia","level":2,"score":0.45772868394851685},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4498063325881958},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.433014452457428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32018160820007324},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2830353379249573},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.17524248361587524},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.15433576703071594},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.09189602732658386},{"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.2016.7744182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7744182","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":[{"score":0.5,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320313925","display_name":"De La Salle University","ror":"https://ror.org/04xftk194"},{"id":"https://openalex.org/F4320335100","display_name":"Direcci\u00f3n General de Asuntos del Personal Acad\u00e9mico, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W302801830","https://openalex.org/W1524673385","https://openalex.org/W1727290854","https://openalex.org/W1998674867","https://openalex.org/W2007933982","https://openalex.org/W2019521570","https://openalex.org/W2028289326","https://openalex.org/W2036762380","https://openalex.org/W2047099264","https://openalex.org/W2056296562","https://openalex.org/W2109363337","https://openalex.org/W2117195823","https://openalex.org/W2130998097","https://openalex.org/W2132527838","https://openalex.org/W2137255856","https://openalex.org/W2138503678","https://openalex.org/W2153213189","https://openalex.org/W2159798277","https://openalex.org/W2189101311","https://openalex.org/W2287814884","https://openalex.org/W3137715965","https://openalex.org/W4229848312","https://openalex.org/W6696126189"],"related_works":["https://openalex.org/W2041540252","https://openalex.org/W2415545834","https://openalex.org/W1547158732","https://openalex.org/W3203113381","https://openalex.org/W170658859","https://openalex.org/W2366558827","https://openalex.org/W4232333928","https://openalex.org/W4233699124","https://openalex.org/W2153399204","https://openalex.org/W1594655861"],"abstract_inverted_index":{"The":[0,13,84,147],"DNA":[1,17,103,171],"Microarray":[2],"classification":[3,105],"is":[4,89,149,163],"an":[5],"important":[6],"task":[7],"in":[8,16,101],"bioinformatics":[9],"and":[10,70,177],"medicine":[11],"area.":[12],"genetic":[14],"expression":[15],"microarrays":[18],"present":[19],"the":[20,37,65,71,76,102,112,117,124,127,134,138,152,157,160,173,178],"opportunity":[21],"to":[22,53,109,143],"determine":[23],"for":[24],"example,":[25],"which":[26],"genes":[27,58,69,120,135],"are":[28,141],"involved":[29],"with":[30,60,151],"a":[31,61,94,145],"particular":[32,62],"disease,":[33],"identify":[34,54],"tumors,":[35],"select":[36,116],"best":[38,122],"treatment,":[39],"etc.":[40],"Several":[41],"computational":[42],"intelligence":[43],"technique":[44],"such":[45],"as":[46],"artificial":[47,81,128],"neural":[48,82],"networks":[49],"can":[50,98],"be":[51,99],"used":[52,142],"different":[55],"groups":[56],"of":[57,68,78,86,119,159,168],"associated":[59],"disease.":[63],"However,":[64],"enormous":[66],"quantity":[67],"few":[72],"samples":[73],"available":[74],"demand":[75],"use":[77],"more":[79],"robust":[80],"networks.":[83],"purpose":[85],"this":[87],"research":[88],"focused":[90],"on":[91],"showing":[92],"how":[93],"generalize":[95],"neuron":[96],"(GN)":[97],"applied":[100],"microarray":[104],"task.":[106],"In":[107],"order":[108],"do":[110],"that,":[111,133],"proposed":[113,161],"methodology":[114,162],"first,":[115],"set":[118],"that":[121],"describe":[123],"disease":[125],"applying":[126],"bee":[129],"colony":[130],"algorithm.":[131,155],"After":[132],"found":[136],"during":[137],"first":[139],"stage":[140],"train":[144],"GN.":[146],"GN":[148],"trained":[150],"differential":[153],"evolution":[154],"Finally,":[156],"accuracy":[158],"tested":[164],"classifying":[165],"two":[166],"type":[167],"cancer":[169],"using":[170],"microarrays:":[172],"acute":[174,179],"lymphocytic":[175],"leukemia":[176],"myeloid":[180],"leukemia.":[181]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}