{"id":"https://openalex.org/W2985590855","doi":"https://doi.org/10.1109/iisa.2019.8900774","title":"Sky Image forecasting with Generative Adversarial Networks for cloud coverage prediction","display_name":"Sky Image forecasting with Generative Adversarial Networks for cloud coverage prediction","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2985590855","doi":"https://doi.org/10.1109/iisa.2019.8900774","mag":"2985590855"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2019.8900774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5041568798","display_name":"George Andrianakos","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Andrianakos","raw_affiliation_strings":["University of Patras,Department of Physics,Patras,Greece","Department of Physics, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Physics,Patras,Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Physics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008187790","display_name":"Dimitrios Tsourounis","orcid":"https://orcid.org/0000-0003-2249-2790"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Tsourounis","raw_affiliation_strings":["University of Patras,Department of Physics,Patras,Greece","Department of Physics, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Physics,Patras,Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Physics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043995074","display_name":"Spiros Oikonomou","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiros Oikonomou","raw_affiliation_strings":["University of Patras,Department of Physics,Patras,Greece","Department of Physics, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Physics,Patras,Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Physics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004766028","display_name":"Dimitris Kastaniotis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117995","display_name":"Irida Labs (Greece)","ror":"https://ror.org/02hcnd264","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210117995"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Kastaniotis","raw_affiliation_strings":["IRIDA Labs S.A.,Computer Vision Systems,Patras,Greece","Computer Vision Systems, IRIDA Labs S.A., Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIDA Labs S.A.,Computer Vision Systems,Patras,Greece","institution_ids":["https://openalex.org/I4210117995"]},{"raw_affiliation_string":"Computer Vision Systems, IRIDA Labs S.A., Patras, Greece","institution_ids":["https://openalex.org/I4210117995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067738598","display_name":"George Economou","orcid":"https://orcid.org/0000-0001-9938-0768"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Economou","raw_affiliation_strings":["University of Patras,Department of Physics,Patras,Greece","Department of Physics, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Physics,Patras,Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Physics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042512970","display_name":"Andreas Kazantzidis","orcid":"https://orcid.org/0009-0005-6612-4991"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Andreas Kazantzidis","raw_affiliation_strings":["University of Patras,Department of Physics,Patras,Greece","Department of Physics, University of Patras, Patras, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Physics,Patras,Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Physics, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2745,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.60421046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11019","display_name":"Image Enhancement Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7502026557922363},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7364492416381836},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6097763180732727},{"id":"https://openalex.org/keywords/sky","display_name":"Sky","score":0.5776011943817139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5510719418525696},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5494274497032166},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.518506646156311},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4954882860183716},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4423544108867645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44092339277267456},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4404309391975403},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3358018398284912},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09006184339523315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7502026557922363},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7364492416381836},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6097763180732727},{"id":"https://openalex.org/C73329638","wikidata":"https://www.wikidata.org/wiki/Q527","display_name":"Sky","level":2,"score":0.5776011943817139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5510719418525696},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5494274497032166},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.518506646156311},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4954882860183716},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4423544108867645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44092339277267456},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4404309391975403},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3358018398284912},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09006184339523315},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2019.8900774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1568514080","https://openalex.org/W1577269164","https://openalex.org/W2001464819","https://openalex.org/W2028451171","https://openalex.org/W2043167037","https://openalex.org/W2092316670","https://openalex.org/W2099471712","https://openalex.org/W2116435618","https://openalex.org/W2175711684","https://openalex.org/W2901627490","https://openalex.org/W2962793481","https://openalex.org/W2962879692","https://openalex.org/W2963125871","https://openalex.org/W2963470893","https://openalex.org/W2963874955","https://openalex.org/W3102937540","https://openalex.org/W4294306266","https://openalex.org/W4295521014","https://openalex.org/W4297772798","https://openalex.org/W4297825690","https://openalex.org/W4320013936","https://openalex.org/W6634221342","https://openalex.org/W6634441602","https://openalex.org/W6677326919","https://openalex.org/W6685258805","https://openalex.org/W6691096134","https://openalex.org/W6727340567","https://openalex.org/W6735913928","https://openalex.org/W6756034586","https://openalex.org/W6785448149"],"related_works":["https://openalex.org/W2245358137","https://openalex.org/W2528420922","https://openalex.org/W2587830478","https://openalex.org/W3010033880","https://openalex.org/W4286825833","https://openalex.org/W2554059268","https://openalex.org/W2919291704","https://openalex.org/W2328468600","https://openalex.org/W2369577330","https://openalex.org/W4205847029"],"abstract_inverted_index":{"This":[0,142],"work":[1],"focuses":[2],"on":[3,137],"the":[4,29,41,74,90,101,106,120,128,131,152,155,161],"problem":[5],"of":[6,32,40,73,80,112,130,154,163],"sky":[7,34,157],"image":[8,35,76],"prediction":[9,79],"using":[10],"Generative":[11],"Adversarial":[12,64],"Networks":[13],"(GANs).":[14],"Sky":[15],"images":[16,115],"observation":[17],"is":[18,60,83,95,118,140],"used":[19],"for":[20,45,150],"cloud":[21,138,143],"coverage":[22,139,144],"short-term":[23],"forecasting":[24],"and":[25,99,104],"therefore":[26],"by":[27,85],"predicting":[28,100,119],"future":[30,71,81],"frames":[31,72,82,98],"a":[33,37,53,93,110,116,134],"sequence,":[36],"better":[38],"estimate":[39],"available":[42],"solar":[43],"resource":[44],"renewables":[46],"could":[47],"be":[48],"achieved.":[49],"For":[50],"this":[51],"purpose,":[52],"Deep":[54],"Convolutional":[55],"Neural":[56],"Network":[57],"(CNN)":[58],"topology":[59],"trained":[61],"with":[62],"an":[63,147],"loss":[65],"in":[66,105,160],"order":[67,125],"to":[68,126],"produce":[69],"realistic":[70],"input":[75,114],"sequences.":[77],"The":[78],"incurred":[84],"two":[86],"different":[87],"approaches.":[88],"In":[89,124],"first":[91],"approach,":[92,108],"network":[94,117],"receiving":[96],"4":[97],"next":[102,121],"frame":[103],"second":[107],"given":[109],"sequence":[111],"8":[113,122],"frames.":[123],"evaluate":[127],"quality":[129,153],"generated":[132,156],"images,":[133,158],"criterion":[135,149],"based":[136],"proposed.":[141],"metric":[145],"provides":[146],"objective":[148],"assessing":[151],"especially":[159],"presence":[162],"clouds.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}