{"id":"https://openalex.org/W4399939619","doi":"https://doi.org/10.1515/jisys-2023-0269","title":"Design of geometric flower pattern for clothing based on deep learning and interactive genetic algorithm","display_name":"Design of geometric flower pattern for clothing based on deep learning and interactive genetic algorithm","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399939619","doi":"https://doi.org/10.1515/jisys-2023-0269"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2023-0269","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0269","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1515/jisys-2023-0269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100688536","display_name":"Cong Xu","orcid":"https://orcid.org/0000-0002-5426-9721"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Cong","raw_affiliation_strings":["School of Digital Arts and Design, Dalian Neusoft University of Information , Dalian , 116023, Liaoning , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Digital Arts and Design, Dalian Neusoft University of Information , Dalian , 116023, Liaoning , China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100719744","display_name":"Wenjia Zhang","orcid":"https://orcid.org/0000-0002-9545-1124"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenjia Zhang","raw_affiliation_strings":["DanDong Bejor Clothing Co., Ltd , Dandong , 118000, Liaoning , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DanDong Bejor Clothing Co., Ltd , Dandong , 118000, Liaoning , China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":3.3374,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91785505,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"33","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9193999767303467,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9193999767303467,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9036999940872192,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/clothing","display_name":"Clothing","score":0.6884931325912476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.634529173374176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5942677855491638},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5546042919158936},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40252330899238586},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37475448846817017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3657165765762329},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3458762466907501}],"concepts":[{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6884931325912476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.634529173374176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5942677855491638},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5546042919158936},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40252330899238586},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37475448846817017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3657165765762329},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3458762466907501},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2023-0269","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0269","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2df9ba267686400bac5c66ff70f066bc","is_oa":true,"landing_page_url":"https://doaj.org/article/2df9ba267686400bac5c66ff70f066bc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 33, Iss 1, Pp 57-76 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2023-0269","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2023-0269","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1995972800","https://openalex.org/W2019723345","https://openalex.org/W2070019526","https://openalex.org/W2155640378","https://openalex.org/W2571238977","https://openalex.org/W2604886653","https://openalex.org/W2732252438","https://openalex.org/W2804151869","https://openalex.org/W2807932375","https://openalex.org/W2807936631","https://openalex.org/W2884377042","https://openalex.org/W2921893399","https://openalex.org/W2933860896","https://openalex.org/W2938532773","https://openalex.org/W2946329373","https://openalex.org/W2960394642","https://openalex.org/W2976560662","https://openalex.org/W2982453621","https://openalex.org/W2984191725","https://openalex.org/W2996850699","https://openalex.org/W3008773008","https://openalex.org/W3009740335","https://openalex.org/W3014974411","https://openalex.org/W3023785932","https://openalex.org/W3025841075","https://openalex.org/W3027153135","https://openalex.org/W3033981141","https://openalex.org/W3036044602","https://openalex.org/W3038853216","https://openalex.org/W3042999578","https://openalex.org/W3048003244","https://openalex.org/W3104621635","https://openalex.org/W3131954017","https://openalex.org/W3150691190","https://openalex.org/W3214959795","https://openalex.org/W4220810855","https://openalex.org/W4224264551"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2064629212","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217","https://openalex.org/W791876968","https://openalex.org/W2022897160"],"abstract_inverted_index":{"Abstract":[0],"Geometric":[1],"and":[2,11,25,50,57,62,76,91,103,187,208,212],"floral":[3],"models":[4,24,27,96,109],"are":[5,35,200,219],"an":[6,171],"important":[7,40,46],"part":[8],"of":[9,17,22,38,42,48,53,64,85,97,110,122,148,162,173,189],"clothing":[10,43,86,98,111,191],"have":[12,28,68],"been":[13],"used":[14],"for":[15],"thousands":[16],"years.":[18],"Although":[19],"the":[20,32,39,45,51,83,93,108,119,131,151,156,159,163,176,181,190,196,203,209,215,223],"styles":[21],"geometric":[23,94,113,123],"flower":[26,95,124,192,205],"undergone":[29],"changes":[30],"over":[31],"centuries,":[33],"they":[34],"still":[36],"one":[37],"factors":[41],"patterns,":[44,87],"carrier":[47],"aesthetics,":[49],"manifestation":[52],"people\u2019s":[54],"spiritual":[55],"views":[56],"cultural":[58],"needs.":[59],"The":[60,115,138,184],"development":[61],"application":[63],"digital":[65],"printing":[66],"technology":[67],"freed":[69],"people":[70],"from":[71],"excessive":[72],"dependence":[73],"on":[74,150,175],"sewing":[75],"embroidery":[77],"processes.":[78],"Therefore,":[79],"while":[80,130],"deeply":[81],"studying":[82],"design":[84,126,194],"this":[88],"work":[89],"sorted":[90],"analyzed":[92],"through":[99],"interactive":[100,197,216],"genetic":[101,198,217],"algorithms,":[102],"optimized":[104],"programming":[105],"to":[106],"enrich":[107],"with":[112,155,180],"textures.":[114],"results":[116],"showed":[117],"that":[118],"deviation":[120,140],"value":[121,134,141,161,166],"pattern":[125,193,206],"was":[127,135,142,145,167,170],"constantly":[128,136],"decreasing,":[129],"optimal":[132,164],"strategy":[133,165],"increasing.":[137],"mean":[139,160],"0.82,":[143],"which":[144,169],"a":[146],"decrease":[147],"0.21":[149],"seventh":[152,177],"day":[153,178],"compared":[154,179],"first":[157,182],"day;":[158],"0.84,":[168],"increase":[172],"0.19":[174],"day.":[183],"visual":[185,210],"effect":[186,211],"creativity":[188,213],"under":[195,214],"algorithm":[199,218],"better":[201],"than":[202,222],"traditional":[204,224],"design,":[207],"9%":[220],"higher":[221],"one.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2024-06-25T00:00:00"}