{"id":"https://openalex.org/W4391718001","doi":"https://doi.org/10.1007/s11042-024-18333-6","title":"Cloud-based disaster management architecture using hybrid machine learning approach in IoT","display_name":"Cloud-based disaster management architecture using hybrid machine learning approach in IoT","publication_year":2024,"publication_date":"2024-02-10","ids":{"openalex":"https://openalex.org/W4391718001","doi":"https://doi.org/10.1007/s11042-024-18333-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-18333-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-18333-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-18333-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-18333-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039765709","display_name":"Figen \u00d6zen","orcid":"https://orcid.org/0000-0002-1759-0073"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Figen \u00d6zen","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Hali\u00e7 University, Istanbul, 34060, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Hali\u00e7 University, Istanbul, 34060, Turkey","institution_ids":["https://openalex.org/I25010766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080921529","display_name":"Alireza Souri","orcid":"https://orcid.org/0000-0001-8314-9051"},"institutions":[{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Alireza Souri","raw_affiliation_strings":["Department of Software Engineering, Hali\u00e7 University, Istanbul, 34060, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Hali\u00e7 University, Istanbul, 34060, Turkey","institution_ids":["https://openalex.org/I25010766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5080921529"],"corresponding_institution_ids":["https://openalex.org/I25010766"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":2.6731,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90469252,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"83","issue":"29","first_page":"72357","last_page":"72370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9689000248908997,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9689000248908997,"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/T13038","display_name":"Internet of Things and AI","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13693","display_name":"Smart Systems and Machine Learning","score":0.9527999758720398,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8692344427108765},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7509201765060425},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.631175696849823},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6170692443847656},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.53816819190979},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.5278456211090088},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4858131408691406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4645407497882843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45848602056503296},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4526788890361786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44381698966026306},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4121026396751404},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39915892481803894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8692344427108765},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7509201765060425},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.631175696849823},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6170692443847656},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.53816819190979},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.5278456211090088},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4858131408691406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4645407497882843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45848602056503296},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4526788890361786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44381698966026306},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4121026396751404},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39915892481803894},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-18333-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-18333-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-18333-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11042-024-18333-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-18333-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-18333-6.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322626","display_name":"T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu","ror":"https://ror.org/04w9kkr77"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391718001.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2902913073","https://openalex.org/W2963947170","https://openalex.org/W2968205066","https://openalex.org/W2973941913","https://openalex.org/W2979828430","https://openalex.org/W2996482369","https://openalex.org/W2998444084","https://openalex.org/W3025850044","https://openalex.org/W3047042427","https://openalex.org/W3106568878","https://openalex.org/W3113295025","https://openalex.org/W3165483060","https://openalex.org/W3175205795","https://openalex.org/W3179438752","https://openalex.org/W3179713855","https://openalex.org/W3217459514","https://openalex.org/W4206060259","https://openalex.org/W4212947252","https://openalex.org/W4213181803","https://openalex.org/W4225363088","https://openalex.org/W4226058072","https://openalex.org/W4296742369","https://openalex.org/W4383101766","https://openalex.org/W4385506882"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W2383619049","https://openalex.org/W2366388585","https://openalex.org/W1061078080","https://openalex.org/W3173104482"],"abstract_inverted_index":{"Abstract":[0],"Natural":[1,182],"disasters":[2,51,131],"are":[3,32,185,203],"becoming":[4],"more":[5,8],"frequent":[6],"and":[7,26,34,45,61,89,98,132,144,172,189,198],"severe":[9],"as":[10],"a":[11,71,108],"result":[12],"of":[13,59,66,91,107,174,213],"global":[14],"warming.":[15],"It":[16],"is":[17,70,128,159],"critical":[18],"to":[19,24,35,122,133],"take":[20],"precautions":[21],"before":[22],"disasters,":[23],"gather":[25],"analyze":[27],"information":[28],"simultaneously":[29],"while":[30],"they":[31],"happening,":[33],"make":[36],"accurate":[37],"assessments":[38],"after":[39,145],"them":[40,209],"given":[41],"that":[42,74,127,138,168],"the":[43,57,63,105,116,125,136,146,175,180,199],"deaths":[44],"injuries":[46],"brought":[47],"on":[48],"by":[49],"such":[50],"both":[52,142],"leave":[53],"lasting":[54],"traumas":[55],"in":[56,84,115,211],"life":[58],"society":[60],"damage":[62],"economy.":[64],"Internet":[65],"Things":[67],"(IoT)":[68],"technology,":[69],"young":[72],"field":[73],"can":[75],"assist":[76],"intelligent":[77],"safety-critical":[78],"systems":[79],"with":[80,155,193],"data":[81,87,126],"collection,":[82],"processing":[83],"cloud":[85],"edge":[86],"centers,":[88],"application":[90],"prediction":[92,110],"methodologies":[93],"for":[94,112,161],"discovering":[95],"key":[96],"points":[97],"unexpected":[99],"patterns":[100],"using":[101],"5G":[102],"technology.":[103],"With":[104],"use":[106],"cloud-based":[109],"algorithm":[111,154,178,207],"disaster":[113],"management":[114],"IoT":[117],"environment,":[118],"this":[119,162],"study":[120],"seeks":[121],"quickly":[123],"process":[124],"gathered":[129],"during":[130,143],"speed":[134],"up":[135],"analysis":[137],"will":[139],"be":[140],"done":[141],"disasters.":[147],"An":[148],"Optimized":[149],"Ensemble":[150],"Bagged":[151],"Tree":[152],"(OEBT)":[153],"ANOVA-based":[156],"feature":[157],"selection":[158],"developed":[160],"aim.":[163],"The":[164,205],"experimental":[165],"results":[166],"show":[167],"accuracy,":[169],"F1-Score,":[170],"precision,":[171],"recall":[173],"proposed":[176],"OEBT":[177],"utilizing":[179],"US":[181],"Disasters":[183],"Dataset":[184],"97.9%,":[186],"78.3%,":[187],"98.7%,":[188],"78.9%,":[190],"respectively.":[191],"Comparisons":[192],"decision":[194],"tree,":[195],"logistic":[196],"regression,":[197],"traditional":[200],"ensemble":[201],"techniques":[202],"made.":[204],"suggested":[206],"outperforms":[208],"all":[210],"terms":[212],"success":[214],"rates.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}