{"id":"https://openalex.org/W4375950491","doi":"https://doi.org/10.1016/j.asoc.2023.110362","title":"Detection of forest fire using deep convolutional neural networks with transfer learning approach","display_name":"Detection of forest fire using deep convolutional neural networks with transfer learning approach","publication_year":2023,"publication_date":"2023-05-09","ids":{"openalex":"https://openalex.org/W4375950491","doi":"https://doi.org/10.1016/j.asoc.2023.110362"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2023.110362","doi":"https://doi.org/10.1016/j.asoc.2023.110362","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2023.110362","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5025856973","display_name":"Hatice \u00c7atal Reis","orcid":"https://orcid.org/0000-0003-2696-2446","observed_orcids":["https://orcid.org/0000-0003-2696-2446"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hatice Catal Reis","raw_affiliation_strings":["Department of Geomatics Engineering, Gumushane University, Gumushane, 2900, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geomatics Engineering, Gumushane University, Gumushane, 2900, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029392345","display_name":"Veysel Turk","orcid":"https://orcid.org/0000-0003-1250-0590","observed_orcids":["https://orcid.org/0000-0003-1250-0590"]},"institutions":[{"id":"https://openalex.org/I80538482","display_name":"Harran University","ror":"https://ror.org/057qfs197","country_code":"TR","type":"education","lineage":["https://openalex.org/I80538482"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Veysel Turk","raw_affiliation_strings":["Department of Computer Engineering, University of Harran, Sanliurfa, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Harran, Sanliurfa, Turkey","institution_ids":["https://openalex.org/I80538482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5025856973"],"corresponding_institution_ids":[],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":14.9753,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.99654838,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"143","issue":null,"first_page":"110362","last_page":"110362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0006000000284984708,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wildfire-detection","display_name":"forest fire detection","score":1.0},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.800000011920929},{"id":"https://openalex.org/keywords/deep-convolutional-neural-networks","display_name":"deep convolutional neural networks","score":0.8659999966621399},{"id":"https://openalex.org/keywords/densenet-121","display_name":"DenseNet121","score":0.8560000061988831},{"id":"https://openalex.org/keywords/uav-imagery","display_name":"UAV imagery","score":0.7379999756813049},{"id":"https://openalex.org/keywords/imagenet-pre-trained-models","display_name":"ImageNet pre-trained models","score":0.6159999966621399},{"id":"https://openalex.org/keywords/hybrid-machine-learning","display_name":"hybrid machine learning","score":0.5130000114440918}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.738267183303833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6739945411682129},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6409538984298706},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6235111951828003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169741153717041},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5392467379570007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5300414562225342},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4865354597568512},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4516248106956482},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3807160258293152},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3471630811691284},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10515424609184265}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2023.110362","doi":"https://doi.org/10.1016/j.asoc.2023.110362","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2023.110362","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.8518999814987183,"display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W2064675550","https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2302255633","https://openalex.org/W2736941579","https://openalex.org/W2913649977","https://openalex.org/W2914296386","https://openalex.org/W2923883988","https://openalex.org/W2963446712","https://openalex.org/W2969915407","https://openalex.org/W2975479989","https://openalex.org/W2977524887","https://openalex.org/W2990999233","https://openalex.org/W2998269827","https://openalex.org/W3007602269","https://openalex.org/W3009659671","https://openalex.org/W3010414725","https://openalex.org/W3016921356","https://openalex.org/W3020703583","https://openalex.org/W3021970402","https://openalex.org/W3023211159","https://openalex.org/W3023901488","https://openalex.org/W3025217760","https://openalex.org/W3027418199","https://openalex.org/W3034300825","https://openalex.org/W3036828150","https://openalex.org/W3038313148","https://openalex.org/W3039449417","https://openalex.org/W3044162788","https://openalex.org/W3044473172","https://openalex.org/W3046791800","https://openalex.org/W3053427166","https://openalex.org/W3080290774","https://openalex.org/W3088990057","https://openalex.org/W3090429911","https://openalex.org/W3095070079","https://openalex.org/W3103829725","https://openalex.org/W3107475078","https://openalex.org/W3107979957","https://openalex.org/W3115462085","https://openalex.org/W3117841975","https://openalex.org/W3119067073","https://openalex.org/W3120107013","https://openalex.org/W3120338070","https://openalex.org/W3121426988","https://openalex.org/W3124569105","https://openalex.org/W3126340101","https://openalex.org/W3130804234","https://openalex.org/W3131111308","https://openalex.org/W3132971810","https://openalex.org/W3136031088","https://openalex.org/W3136931902","https://openalex.org/W3149789106","https://openalex.org/W3157318057","https://openalex.org/W3160497979","https://openalex.org/W3163612517","https://openalex.org/W3165123974","https://openalex.org/W3166182933","https://openalex.org/W3167108542","https://openalex.org/W3167825790","https://openalex.org/W3176110204","https://openalex.org/W3178478114","https://openalex.org/W3186405237","https://openalex.org/W3191541977","https://openalex.org/W3196162702","https://openalex.org/W3196908521","https://openalex.org/W3198090248","https://openalex.org/W3198104958","https://openalex.org/W3206006143","https://openalex.org/W4200433438","https://openalex.org/W4213193982","https://openalex.org/W4214895504","https://openalex.org/W4223974190","https://openalex.org/W4230674625","https://openalex.org/W4234552385","https://openalex.org/W4283323781","https://openalex.org/W4283808550","https://openalex.org/W4292722358","https://openalex.org/W4293240934","https://openalex.org/W4306404511","https://openalex.org/W4306894157","https://openalex.org/W4313328281","https://openalex.org/W4313434480","https://openalex.org/W4316012753","https://openalex.org/W6777723476"],"related_works":["https://openalex.org/W4388938415","https://openalex.org/W7217386882","https://openalex.org/W4294685854","https://openalex.org/W4321214536","https://openalex.org/W4400114610","https://openalex.org/W4388428136","https://openalex.org/W4412961589","https://openalex.org/W4400976495","https://openalex.org/W4398141901","https://openalex.org/W7216840374"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":35},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":14}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2023-05-10T00:00:00"}
