{"id":"https://openalex.org/W3083367686","doi":"https://doi.org/10.1109/cec48606.2020.9185543","title":"A Many-Objective optimization Approach for Complexity-based Data set Generation","display_name":"A Many-Objective optimization Approach for Complexity-based Data set Generation","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3083367686","doi":"https://doi.org/10.1109/cec48606.2020.9185543","mag":"3083367686"},"language":"en","primary_location":{"id":"doi:10.1109/cec48606.2020.9185543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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/A5031821026","display_name":"Thiago R. Fraca","orcid":null},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago R. Fraca","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078294323","display_name":"P\u00e9ricles Miranda","orcid":"https://orcid.org/0000-0002-5767-7544"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Pericles B.C. Miranda","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083998049","display_name":"Ricardo B. C. Prud\u00eancio","orcid":"https://orcid.org/0000-0001-7084-1233"},"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":"Ricardo B.C. Prudencio","raw_affiliation_strings":["Centro de Inform\u00e1tica, Universidade Federal de Pernambuco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro de Inform\u00e1tica, Universidade Federal de Pernambuco","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048457451","display_name":"Ana C. Lorenaz","orcid":null},"institutions":[{"id":"https://openalex.org/I107428990","display_name":"Instituto Tecnol\u00f3gico de Aeron\u00e1utica","ror":"https://ror.org/05vh67662","country_code":"BR","type":"education","lineage":["https://openalex.org/I107428990"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana C. Lorenaz","raw_affiliation_strings":["Divis\u00e3o de Ci\u00eancia da Computa\u00e7\u00e3o, Instituto Tecnol\u00f3gico de Aeron\u00e1utica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divis\u00e3o de Ci\u00eancia da Computa\u00e7\u00e3o, Instituto Tecnol\u00f3gico de Aeron\u00e1utica","institution_ids":["https://openalex.org/I107428990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074948157","display_name":"Andr\u00e9 Nascimento","orcid":"https://orcid.org/0000-0002-9333-3212"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andre C.A. Nascimento","raw_affiliation_strings":["Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Computa\u00e7\u00e3o, Universidade Federal Rural de Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6967,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.91018221,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9815999865531921,"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":0.7163012027740479},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.473941832780838},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06483069062232971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7163012027740479},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.473941832780838},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06483069062232971}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec48606.2020.9185543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec48606.2020.9185543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W821095363","https://openalex.org/W1520524860","https://openalex.org/W1569704244","https://openalex.org/W1575601714","https://openalex.org/W1990165991","https://openalex.org/W1997113291","https://openalex.org/W2004710424","https://openalex.org/W2022485595","https://openalex.org/W2025525377","https://openalex.org/W2040622444","https://openalex.org/W2045955107","https://openalex.org/W2064471662","https://openalex.org/W2066473880","https://openalex.org/W2083265890","https://openalex.org/W2101234009","https://openalex.org/W2109042184","https://openalex.org/W2125877832","https://openalex.org/W2130111223","https://openalex.org/W2159816857","https://openalex.org/W2162974421","https://openalex.org/W2897270232","https://openalex.org/W2973136425","https://openalex.org/W6634075551","https://openalex.org/W6675354045","https://openalex.org/W6676279030"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"The":[0,56,119,148],"assessment":[1],"of":[2,15,58,66,108,125,132,138,162],"machine":[3],"learning":[4,54,70],"algorithms":[5],"in":[6,92],"a":[7,52,88,126],"particular":[8],"task":[9],"is":[10,26,154],"usually":[11],"done":[12,63],"by":[13,64],"means":[14,65],"empirical":[16],"evaluation":[17],"on":[18,68],"real":[19],"world":[20],"observational":[21],"data.":[22],"However,":[23],"sometimes":[24],"there":[25],"no":[27],"previously":[28],"annotated":[29],"data":[30,85,134],"available.":[31],"Synthetic":[32],"datasets":[33,161],"have":[34],"gained":[35],"attention":[36],"as":[37],"an":[38],"alternative":[39],"for":[40,51,87,129],"efficient":[41],"classifier":[42],"evaluation,":[43],"since":[44],"they":[45],"are":[46],"accessible":[47],"and":[48,80],"high":[49],"parameterizable":[50],"given":[53,89],"task.":[55],"characterization":[57],"such":[59],"databases":[60],"can":[61,101],"be":[62,102,142],"descriptors":[67],"the":[69,84,106,123,130,145,152],"object":[71],"at":[72,144],"hand,":[73],"e.g.,":[74],"complexity":[75,99,139],"measures,":[76],"which":[77],"extract":[78],"statistical":[79],"geometric":[81],"characteristics":[82],"from":[83],"sets,":[86],"classification":[90],"problem,":[91],"order":[93],"to":[94,104,156],"estimate":[95],"their":[96],"complexity.":[97],"Such":[98],"measures":[100,137],"used":[103],"guide":[105],"production":[107],"synthetic":[109,133],"datasets,":[110],"so":[111],"it":[112],"reinforces":[113],"one":[114],"or":[115],"more":[116],"dataset":[117],"features.":[118],"present":[120],"work":[121],"proposes":[122],"use":[124],"many-objective":[127],"algorithm":[128],"generation":[131],"considering":[135],"four":[136],"that":[140,151],"will":[141],"balanced":[143],"same":[146],"time.":[147],"results":[149],"showed":[150],"proposal":[153],"able":[155],"optimize":[157],"conflicting":[158],"objectives,":[159],"generating":[160],"specific":[163],"complexities.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
