{"id":"https://openalex.org/W2095868889","doi":"https://doi.org/10.1109/icnc.2008.640","title":"GEP-NFM: Nested Function Mining Based on Gene Expression Programming","display_name":"GEP-NFM: Nested Function Mining Based on Gene Expression Programming","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2095868889","doi":"https://doi.org/10.1109/icnc.2008.640","mag":"2095868889"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2008.640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2008.640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Fourth International Conference on Natural 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/A5045521450","display_name":"Taiyong Li","orcid":"https://orcid.org/0000-0002-1546-8015"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Taiyong Li","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China","School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103358656","display_name":"Changjie Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjie Tang","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452265","display_name":"Jiang Wu","orcid":"https://orcid.org/0000-0003-2432-4547"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]},{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Wu","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China","School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086566246","display_name":"Xuzhong Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuzhong Wei","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404418","display_name":"Chuan Li","orcid":"https://orcid.org/0000-0002-3971-5914"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Li","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102136573","display_name":"Shucheng Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shucheng Dai","raw_affiliation_strings":["School of Computer Science, Sichuan University, Chengdu, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102221583","display_name":"Jun Zhu","orcid":"https://orcid.org/0009-0004-1576-0675"},"institutions":[{"id":"https://openalex.org/I2800091995","display_name":"West China Medical Center of Sichuan University","ror":"https://ror.org/040nggs60","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I24185976","https://openalex.org/I2800091995"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhu","raw_affiliation_strings":["Birth Defects Supervising Centre of Western China Medical School, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Birth Defects Supervising Centre of Western China Medical School, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I2800091995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045521450"],"corresponding_institution_ids":["https://openalex.org/I204831749","https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":1.1441,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84160255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"283","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms 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/T11975","display_name":"Evolutionary Algorithms 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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9591000080108643,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9495999813079834,"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/gene-expression-programming","display_name":"Gene expression programming","score":0.9885332584381104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.647320032119751},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.615458071231842},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5978550910949707},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5805485248565674},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41665732860565186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3890758454799652},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15065205097198486},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07310834527015686}],"concepts":[{"id":"https://openalex.org/C6980683","wikidata":"https://www.wikidata.org/wiki/Q5531551","display_name":"Gene expression programming","level":2,"score":0.9885332584381104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.647320032119751},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.615458071231842},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5978550910949707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5805485248565674},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41665732860565186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3890758454799652},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15065205097198486},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07310834527015686},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2008.640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2008.640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Fourth International Conference on Natural Computation","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":13,"referenced_works":["https://openalex.org/W87687243","https://openalex.org/W179953837","https://openalex.org/W1501347617","https://openalex.org/W1507928359","https://openalex.org/W1520073064","https://openalex.org/W1842390604","https://openalex.org/W2128904081","https://openalex.org/W2366850639","https://openalex.org/W2368061183","https://openalex.org/W2391274140","https://openalex.org/W6603531071","https://openalex.org/W6630229783","https://openalex.org/W6981907258"],"related_works":["https://openalex.org/W2358274547","https://openalex.org/W2120643273","https://openalex.org/W2357574271","https://openalex.org/W1982775134","https://openalex.org/W2350550488","https://openalex.org/W2091782719","https://openalex.org/W1968560158","https://openalex.org/W2316269051","https://openalex.org/W2133741237","https://openalex.org/W2352768576"],"abstract_inverted_index":{"Mining":[0],"the":[1,5,59,85,94,102,110],"interesting":[2],"functions":[3],"from":[4],"large":[6],"scale":[7],"data":[8],"sets":[9],"is":[10,21,45,89],"an":[11],"important":[12],"task":[13],"in":[14,47],"KDD.":[15],"Traditional":[16],"gene":[17],"expression":[18],"programming":[19],"(GEP)":[20],"a":[22,39,70],"useful":[23],"tool":[24],"to":[25],"discover":[26],"functions.":[27,34],"However,":[28],"it":[29],"cannot":[30],"mine":[31],"very":[32],"complex":[33],"To":[35],"resolve":[36],"this":[37,48,54],"problem,":[38],"novel":[40],"method":[41,74],"of":[42,53,61,87,93,105,112],"function":[43,62,72],"mining":[44,63,73],"proposed":[46],"paper.":[49],"The":[50],"main":[51],"contributions":[52],"paper":[55],"include:":[56],"(1)":[57],"analyzing":[58],"limitations":[60],"based":[64,75],"on":[65,76],"traditional":[66,100],"GEP,":[67],"(2)":[68],"proposing":[69],"nested":[71],"GEP":[77],"(GEP-NFM),":[78],"and":[79,109],"(3)":[80],"experimental":[81],"results":[82],"suggest":[83],"that":[84,92],"performance":[86],"GEP-NFM":[88,106],"better":[90],"than":[91],"existing":[95],"GEP-ADF.":[96],"Averagely,":[97],"compared":[98],"with":[99],"GEP-ADF,":[101],"successful":[103],"rate":[104],"increases":[107],"20%":[108],"number":[111],"evolving":[113],"generations":[114],"decrease":[115],"25%.":[116]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
