{"id":"https://openalex.org/W2154403686","doi":"https://doi.org/10.1109/cec.2004.1331154","title":"Texture analysis by genetic programming","display_name":"Texture analysis by genetic programming","publication_year":2005,"publication_date":"2005-01-17","ids":{"openalex":"https://openalex.org/W2154403686","doi":"https://doi.org/10.1109/cec.2004.1331154","mag":"2154403686"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2004.1331154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2004.1331154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056403144","display_name":"Andy Song","orcid":"https://orcid.org/0000-0002-7579-7048"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"A. Song","raw_affiliation_strings":["School of Computer Science and Information Technology, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Technology, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064985343","display_name":"Victor Ciesielski","orcid":null},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"V. Ciesielski","raw_affiliation_strings":["School of Computer Science and Information Technology, RMIT University, Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Technology, RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056403144"],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":4.1498,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.93809469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"2092","last_page":"2099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9351000189781189,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9351000189781189,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.932200014591217,"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/genetic-programming","display_name":"Genetic programming","score":0.7403397560119629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6891687512397766},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5321577787399292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3875114917755127},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.32456356287002563},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09909370541572571}],"concepts":[{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7403397560119629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6891687512397766},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5321577787399292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3875114917755127},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.32456356287002563},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09909370541572571}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cec.2004.1331154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2004.1331154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchbank.rmit.edu.au:rmit:1378","is_oa":false,"landing_page_url":"http://researchbank.rmit.edu.au/view/rmit:1378","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:alma.61RMIT_INST:11248285290001341","is_oa":false,"landing_page_url":"http://doi.org/10.1109/CEC.2004.1331154 ","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27335019","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27335019","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1517037119","https://openalex.org/W1527642463","https://openalex.org/W1564160963","https://openalex.org/W1576818901","https://openalex.org/W1586014638","https://openalex.org/W1975481183","https://openalex.org/W2107083826","https://openalex.org/W2112044711","https://openalex.org/W2131489803","https://openalex.org/W2911956715","https://openalex.org/W4255747608","https://openalex.org/W6631567874","https://openalex.org/W6633889980","https://openalex.org/W6635158382","https://openalex.org/W6679624801"],"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":{"This":[0],"work":[1],"presents":[2],"the":[3,38,56,74,98],"use":[4],"of":[5,18],"genetic":[6],"programming":[7],"(GP)":[8],"to":[9,45,62],"a":[10,78],"complex":[11],"domain,":[12],"texture":[13,19,21,24,51,68,71,91,115],"analysis.":[14],"Two":[15],"major":[16],"tasks":[17],"analysis,":[20],"classification":[22,36],"and":[23,80],"segmentation,":[25],"are":[26,30,100,106],"studied.":[27],"Bitmap":[28],"textures":[29],"used":[31],"in":[32,113],"this":[33],"investigation.":[34],"In":[35,70],"tasks,":[37,73],"results":[39],"show":[40,96],"that":[41,77,97],"GP":[42,59,89],"is":[43,60],"able":[44,61],"evolve":[46,63],"accurate":[47,64,81],"classifiers":[48,65,112],"based":[49,87],"on":[50,88],"features.":[52,69],"Moreover":[53],"by":[54,103,110],"using":[55],"presented":[57],"method,":[58],"without":[66],"extracting":[67],"segmentation":[72,82],"investigation":[75,95],"shows":[76],"fast":[79],"method":[83],"can":[84],"be":[85],"developed":[86],"generated":[90],"classifiers.":[92],"Our":[93],"further":[94],"accuracies":[99],"not":[101],"achieved":[102],"chance.":[104],"There":[105],"regularities":[107],"been":[108],"captured":[109],"GP-generated":[111],"performing":[114],"discrimination.":[116]},"counts_by_year":[{"year":2020,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
