{"id":"https://openalex.org/W2726056738","doi":"https://doi.org/10.1145/3071178.3071342","title":"Evolution of artistic image variants through feature based diversity optimisation","display_name":"Evolution of artistic image variants through feature based diversity optimisation","publication_year":2017,"publication_date":"2017-06-30","ids":{"openalex":"https://openalex.org/W2726056738","doi":"https://doi.org/10.1145/3071178.3071342","mag":"2726056738"},"language":"en","primary_location":{"id":"doi:10.1145/3071178.3071342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071342","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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/A5103347765","display_name":"Brad Alexander","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brad Alexander","raw_affiliation_strings":["University of Adelaide, Adelaide, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Adelaide, Adelaide, South Australia, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086931652","display_name":"James Kortman","orcid":"https://orcid.org/0000-0003-0235-3750"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James Kortman","raw_affiliation_strings":["University of Adelaide, Adelaide, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Adelaide, Adelaide, South Australia, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001757263","display_name":"Aneta Neumann","orcid":"https://orcid.org/0000-0002-0036-4782"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aneta Neumann","raw_affiliation_strings":["University of Adelaide, Adelaide, South Australia, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Adelaide, Adelaide, South Australia, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"178"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9909999966621399,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9909999966621399,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9904999732971191,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7208482623100281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6508299112319946},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6503701210021973},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.6386220455169678},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6094347238540649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.58475661277771},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5191285014152527},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4545802175998688},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4248470067977905},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4108901619911194},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21451827883720398},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07168486714363098}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7208482623100281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6508299112319946},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6503701210021973},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.6386220455169678},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6094347238540649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.58475661277771},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5191285014152527},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4545802175998688},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4248470067977905},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4108901619911194},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21451827883720398},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07168486714363098},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3071178.3071342","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3071178.3071342","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/128559","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/128559","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3071178.3071342","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W161717461","https://openalex.org/W1505897532","https://openalex.org/W1519534728","https://openalex.org/W1561174114","https://openalex.org/W1567126838","https://openalex.org/W1932198206","https://openalex.org/W2033664869","https://openalex.org/W2061163476","https://openalex.org/W2127785681","https://openalex.org/W2166630884","https://openalex.org/W2347136187","https://openalex.org/W2418098761","https://openalex.org/W2475287302","https://openalex.org/W2491456629","https://openalex.org/W2493566497","https://openalex.org/W2573304612","https://openalex.org/W2600895039","https://openalex.org/W2962809967","https://openalex.org/W4212774754","https://openalex.org/W6963809962"],"related_works":["https://openalex.org/W4236583520","https://openalex.org/W3147584709","https://openalex.org/W2322261865","https://openalex.org/W4398861705","https://openalex.org/W2734736160","https://openalex.org/W2409468626","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2990774877","https://openalex.org/W3093339210"],"abstract_inverted_index":{"Measures":[0],"aimed":[1],"to":[2,15,45,68,73,88,113],"improve":[3],"the":[4,25,106,116],"diversity":[5,46,69],"of":[6,24,47,64,92,108,118],"images":[7,104,112],"and":[8,21,76,98],"image":[9,95],"features":[10],"in":[11,96,130],"evolutionary":[12],"art":[13],"help":[14],"direct":[16,62],"search":[17,27,86],"toward":[18],"more":[19],"novel":[20],"creative":[22],"parts":[23],"artistic":[26],"domain.":[28],"To":[29],"date":[30],"such":[31],"measures":[32],"have":[33],"not":[34],"focused":[35],"on":[36,42,53,60],"selecting":[37],"from":[38,110],"all":[39],"individuals":[40],"based":[41,59],"their":[43],"contribution":[44,67],"feature":[48,100,128],"metrics.":[49],"In":[50,80],"recent":[51],"work":[52,82],"TSP":[54,78],"problem":[55],"instance":[56],"classification,":[57],"selection":[58],"a":[61,93],"measure":[63],"each":[65,119],"individual's":[66],"was":[70],"successfully":[71],"used":[72],"generate":[74],"hard":[75],"easy":[77],"instances.":[79],"this":[81,85],"we":[83],"use":[84],"framework":[87],"evolve":[89],"diverse":[90],"variants":[91],"source":[94],"one":[97],"two":[99,131],"dimensions.":[101,132],"The":[102,121],"resulting":[103],"show":[105],"spectrum":[107],"effects":[109],"transforming":[111],"score":[114],"across":[115],"range":[117],"feature.":[120],"results":[122],"also":[123],"reveal":[124],"interesting":[125],"correlations":[126],"between":[127],"values":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
