{"id":"https://openalex.org/W4391584677","doi":"https://doi.org/10.1109/dessert61349.2023.10416492","title":"Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine","display_name":"Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4391584677","doi":"https://doi.org/10.1109/dessert61349.2023.10416492"},"language":"en","primary_location":{"id":"doi:10.1109/dessert61349.2023.10416492","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dessert61349.2023.10416492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT)","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/A5103767797","display_name":"\u0410. \u042e. \u0428\u0435\u043b\u0435\u0441\u0442\u043e\u0432","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089758","display_name":"Anhalt University of Applied Sciences","ror":"https://ror.org/0076zct58","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210089758"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Artem Shelestov","raw_affiliation_strings":["Anhalt University of Applied Sciences,K&#x00F6;then,Anhalt,Germany"],"affiliations":[{"raw_affiliation_string":"Anhalt University of Applied Sciences,K&#x00F6;then,Anhalt,Germany","institution_ids":["https://openalex.org/I4210089758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017626415","display_name":"Leonid Shumilo","orcid":"https://orcid.org/0000-0002-7395-7933"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonid Shumilo","raw_affiliation_strings":["University of Maryland,Department of Geographical Sciences,College Park,MD,USA","Department of Geographical Sciences, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland,Department of Geographical Sciences,College Park,MD,USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103767797"],"corresponding_institution_ids":["https://openalex.org/I4210089758"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30404984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.8203999996185303,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12734","display_name":"Information Systems and Technology Applications","score":0.8203999996185303,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.8105999827384949,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.7360000014305115,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.783427357673645},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6705994606018066},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6054284572601318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5622708797454834},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.46338993310928345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45315101742744446},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25091227889060974},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1363752782344818},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.0921981930732727}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.783427357673645},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6705994606018066},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6054284572601318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5622708797454834},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.46338993310928345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45315101742744446},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25091227889060974},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1363752782344818},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0921981930732727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dessert61349.2023.10416492","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dessert61349.2023.10416492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 13th International Conference on Dependable Systems, Services and Technologies (DESSERT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8199999928474426,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2765811365","https://openalex.org/W2787947370","https://openalex.org/W2962750014","https://openalex.org/W2963073614","https://openalex.org/W2963942586","https://openalex.org/W2964024144","https://openalex.org/W2973657542","https://openalex.org/W3040508529","https://openalex.org/W3047067032","https://openalex.org/W3088020020","https://openalex.org/W3088527134","https://openalex.org/W3096831136","https://openalex.org/W3206790058","https://openalex.org/W4212774754","https://openalex.org/W4284707450","https://openalex.org/W4307552158","https://openalex.org/W4312977351","https://openalex.org/W4384158568","https://openalex.org/W4388157732","https://openalex.org/W6748495906","https://openalex.org/W6780640948","https://openalex.org/W6783867762"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W3178813832","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2971552217","https://openalex.org/W2969215546","https://openalex.org/W3005996785","https://openalex.org/W4297411772"],"abstract_inverted_index":{"Due":[0],"to":[1,22,110,116,200,207],"the":[2,26,30,34,52,75,91,129,139,146,156,181,196,210],"ongoing":[3],"Russian":[4],"invasion":[5],"in":[6,33,155,195],"Ukraine,":[7],"many":[8],"Ukrainian":[9,31,133],"cities":[10,19,127],"received":[11],"immense":[12],"damage":[13],"or":[14],"were":[15],"destroyed.":[16],"Restoring":[17],"these":[18,149],"is":[20],"set":[21],"become":[23],"one":[24],"of":[25,29,38,51,93,96,131,142,148,168,193,209],"main":[27],"priorities":[28],"government":[32],"near":[35],"future.":[36],"Because":[37],"its":[39],"importance":[40],"and":[41,62,118,121,144,170,174],"sensitivity,":[42],"cutting-edge":[43],"technology":[44],"should":[45,57],"be":[46,187,201],"used":[47],"at":[48],"every":[49],"step":[50],"task.":[53],"The":[54,135,190],"restoration":[55,112],"process":[56],"use":[58],"best":[59],"European":[60,85,126],"experience":[61],"practices.":[63],"Generative":[64],"Adversarial":[65],"Networks":[66],"(GAN)":[67],"style":[68],"transfer":[69],"can":[70,89],"help":[71],"with":[72,203],"modelling":[73],"how":[74],"city":[76,141],"would":[77,186],"look":[78],"if":[79],"restored":[80,157],"using":[81,114],"techniques":[82],"from":[83,125],"selected":[84],"cities.":[86],"Moreover,":[87],"it":[88],"model":[90,185],"properties":[92],"smart":[94],"planning":[95,113,123,184],"city,":[97,180],"for":[98,177],"instance":[99],"a":[100,107,132],"green":[101],"zones":[102],"optimization.":[103],"This":[104],"paper":[105],"presents":[106],"novel":[108],"approach":[109],"urban":[111,122,158,172,183],"GANs":[115],"capture":[117],"translate":[119],"architectural":[120,166],"styles":[124],"into":[128],"reconstruction":[130],"city.":[134],"study":[136],"focuses":[137],"on":[138,152],"destroyed":[140],"Mariupol":[143],"evaluates":[145],"impact":[147],"stylistic":[150],"influences":[151],"greenspace":[153],"distribution":[154],"environment.":[159],"In":[160],"our":[161],"case":[162],"study,":[163],"we":[164],"transferred":[165],"features":[167],"Polish":[169,182,204],"Italian":[171,211],"project":[173],"determined":[175],"that":[176],"this":[178],"specific":[179],"more":[188],"beneficiary.":[189],"total":[191],"proportion":[192],"greenspaces":[194],"area":[197],"was":[198],"shown":[199],"7.18%":[202],"project,":[205],"compared":[206],"5.32%":[208],"model.":[212]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
