{"id":"https://openalex.org/W2010685573","doi":"https://doi.org/10.1016/j.ins.2010.09.018","title":"Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis","display_name":"Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis","publication_year":2010,"publication_date":"2010-10-07","ids":{"openalex":"https://openalex.org/W2010685573","doi":"https://doi.org/10.1016/j.ins.2010.09.018","mag":"2010685573"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2010.09.018","doi":"https://doi.org/10.1016/j.ins.2010.09.018","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2010.09.018","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","fnege-4","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"},"volume":null,"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/A5036949009","display_name":"Jose G. Moreno-Torres","orcid":"https://orcid.org/0000-0002-8605-9235","observed_orcids":["https://orcid.org/0000-0002-8605-9235"]},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose G. Moreno-Torres","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, 18071 Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, 18071 Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036640710","display_name":"Xavier Llor\u00e0","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xavier Llor\u00e0","raw_affiliation_strings":["National Center for Supercomputing Applications (NCSA), University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Supercomputing Applications (NCSA), University of Illinois at Urbana-Champaign 1205 W. Clark Street, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110057218","display_name":"David E. Goldberg","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David E. Goldberg","raw_affiliation_strings":["Illinois Genetic Algorithms Laboratory (IlliGAL) University of Illinois at Urbana-Champaign 104 S. Mathews Ave, Urbana, Illinois, USA","Illinois Genetic Algorithms Laboratory (IlliGAL) University of Illinois at Urbana-Champaign 104 S. Mathews Ave, Urbana, Illinois, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Genetic Algorithms Laboratory (IlliGAL) University of Illinois at Urbana-Champaign 104 S. Mathews Ave, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Illinois Genetic Algorithms Laboratory (IlliGAL) University of Illinois at Urbana-Champaign 104 S. Mathews Ave, Urbana, Illinois, USA#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023245938","display_name":"Rohit Bhargava","orcid":"https://orcid.org/0000-0001-7360-994X","observed_orcids":["https://orcid.org/0000-0001-7360-994X"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rohit Bhargava","raw_affiliation_strings":["Department of Bioengineering, University of Illinois at Urbana-Champaign 405 N. Mathews Ave, Urbana, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of Illinois at Urbana-Champaign 405 N. Mathews Ave, Urbana, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036949009"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":3200,"currency":"USD","value_usd":3200},"apc_paid":null,"fwci":3.4954,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.92264926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"222","issue":null,"first_page":"805","last_page":"823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8047000169754028,"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":0.8047000169754028,"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/T10885","display_name":"Gene expression and cancer classification","score":0.1145000010728836,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.02449999935925007,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-programming","display_name":"genetic programming","score":0.6790000200271606},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9869999885559082},{"id":"https://openalex.org/keywords/distribution-shift","display_name":"distribution shift","score":0.5040000081062317},{"id":"https://openalex.org/keywords/cancer-diagnosis","display_name":"cancer diagnosis","score":0.6679999828338623},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"prostate cancer","score":0.9399999976158142},{"id":"https://openalex.org/keywords/biological-variation","display_name":"biological variation","score":0.4659999907016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251818776130676},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7165389060974121},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6662631034851074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6005148887634277},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5645357370376587},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5580710768699646},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.5286738872528076},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47537699341773987},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44071489572525024},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4359927475452423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3339710235595703},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2010.09.018","doi":"https://doi.org/10.1016/j.ins.2010.09.018","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2010.09.018","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-b","cwts-core","dongbi-b","fnege-4","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320338407","display_name":"Campus Research Board","ror":"https://ror.org/04kxjfe52"},{"id":"https://openalex.org/F4320338485","display_name":"DOD Prostate Cancer Research Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W93211624","https://openalex.org/W104884240","https://openalex.org/W109583401","https://openalex.org/W118313655","https://openalex.org/W200600101","https://openalex.org/W567035843","https://openalex.org/W1482827835","https://openalex.org/W1483736078","https://openalex.org/W1497256448","https://openalex.org/W1504694836","https://openalex.org/W1517016597","https://openalex.org/W1530646474","https://openalex.org/W1563396597","https://openalex.org/W1564160963","https://openalex.org/W1565746575","https://openalex.org/W1576818901","https://openalex.org/W1579463571","https://openalex.org/W1593017392","https://openalex.org/W1593532658","https://openalex.org/W1602713545","https://openalex.org/W1680392829","https://openalex.org/W1968011646","https://openalex.org/W1974413746","https://openalex.org/W1978861152","https://openalex.org/W1979062617","https://openalex.org/W1984715643","https://openalex.org/W1989344766","https://openalex.org/W2004944190","https://openalex.org/W2009543464","https://openalex.org/W2011933251","https://openalex.org/W2024619917","https://openalex.org/W2024971501","https://openalex.org/W2025677487","https://openalex.org/W2032254677","https://openalex.org/W2034418625","https://openalex.org/W2049736842","https://openalex.org/W2055672407","https://openalex.org/W2067650768","https://openalex.org/W2090511991","https://openalex.org/W2095555291","https://openalex.org/W2097932601","https://openalex.org/W2125055259","https://openalex.org/W2127056191","https://openalex.org/W2128990594","https://openalex.org/W2146636271","https://openalex.org/W2146713522","https://openalex.org/W2149624569","https://openalex.org/W2152150600","https://openalex.org/W2158934641","https://openalex.org/W2161122238","https://openalex.org/W2162651021","https://openalex.org/W2162714711","https://openalex.org/W2162821775","https://openalex.org/W2165466912","https://openalex.org/W2169284845","https://openalex.org/W2529272263","https://openalex.org/W2595408825","https://openalex.org/W2603247401","https://openalex.org/W2883512297","https://openalex.org/W2914554951","https://openalex.org/W2998216295","https://openalex.org/W3004042307","https://openalex.org/W3023540311","https://openalex.org/W3087057801","https://openalex.org/W3120740533","https://openalex.org/W3132347552","https://openalex.org/W4229954146","https://openalex.org/W4236338840","https://openalex.org/W4245407374","https://openalex.org/W4252684946","https://openalex.org/W4285719527","https://openalex.org/W4300750523","https://openalex.org/W6681631177"],"related_works":["https://openalex.org/W1565383630","https://openalex.org/W2037983439","https://openalex.org/W2895066884","https://openalex.org/W2005687228","https://openalex.org/W2018471266","https://openalex.org/W2065618385","https://openalex.org/W2384876405","https://openalex.org/W2291170075","https://openalex.org/W4251960969","https://openalex.org/W3103704599"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}