{"id":"https://openalex.org/W3104553723","doi":"https://doi.org/10.1109/access.2020.3038812","title":"Prior Recognition of Flash Floods: Concrete Optimal Neural Network Configuration Analysis for Multi-Resolution Sensing","display_name":"Prior Recognition of Flash Floods: Concrete Optimal Neural Network Configuration Analysis for Multi-Resolution Sensing","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3104553723","doi":"https://doi.org/10.1109/access.2020.3038812","mag":"3104553723"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3038812","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038812","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09261487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09261487.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100638825","display_name":"Talha Ahmed Khan","orcid":"https://orcid.org/0000-0001-6687-0920"},"institutions":[{"id":"https://openalex.org/I4387155729","display_name":"Usman Institute of Technology","ror":"https://ror.org/036z4mp18","country_code":null,"type":"education","lineage":["https://openalex.org/I4387155729"]},{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Talha Ahmed Khan","raw_affiliation_strings":["British Malaysian Institute, Universiti Kuala Lumpur, Kuala Lumpur, Malaysia","Usman Institute of Technology, Karachi, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-6687-0920","affiliations":[{"raw_affiliation_string":"British Malaysian Institute, Universiti Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4528857"]},{"raw_affiliation_string":"Usman Institute of Technology, Karachi, Pakistan","institution_ids":["https://openalex.org/I4387155729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080030634","display_name":"Muhammad Mansoor Alam","orcid":"https://orcid.org/0000-0001-5773-7140"},"institutions":[{"id":"https://openalex.org/I4210150297","display_name":"Institute of Business Management","ror":"https://ror.org/048w4c951","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210150297"]},{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY","PK"],"is_corresponding":false,"raw_author_name":"Muhammad Mansoor Alam","raw_affiliation_strings":["Institute of Business Management, Karachi, Pakistan","Malaysia Institute of Information and Technology (MIIT), Universiti Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-5773-7140","affiliations":[{"raw_affiliation_string":"Institute of Business Management, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210150297"]},{"raw_affiliation_string":"Malaysia Institute of Information and Technology (MIIT), Universiti Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079375091","display_name":"Zeeshan Shahid","orcid":"https://orcid.org/0000-0001-8879-3719"},"institutions":[{"id":"https://openalex.org/I4210150297","display_name":"Institute of Business Management","ror":"https://ror.org/048w4c951","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210150297"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zeeshan Shahid","raw_affiliation_strings":["Institute of Business Management, Karachi, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8879-3719","affiliations":[{"raw_affiliation_string":"Institute of Business Management, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210150297"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078925693","display_name":"Mazliham Mohd Su\u2019ud","orcid":"https://orcid.org/0000-0001-9975-4483"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mazliham Mohd Su'ud","raw_affiliation_strings":["Malaysian France Institute (MFI), Universiti Kuala Lumpur, Kuala Lumpur, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9975-4483","affiliations":[{"raw_affiliation_string":"Malaysian France Institute (MFI), Universiti Kuala Lumpur, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I4528857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4016,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65121963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"210006","last_page":"210022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9753000140190125,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7367663979530334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145218253135681},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6035033464431763},{"id":"https://openalex.org/keywords/flash-flood","display_name":"Flash flood","score":0.5507447123527527},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5350865721702576},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.507011890411377},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4677956700325012},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4404709041118622},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4114249050617218},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37180620431900024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3315327763557434},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.2563821077346802},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23640194535255432},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10522085428237915}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7367663979530334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145218253135681},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6035033464431763},{"id":"https://openalex.org/C120417685","wikidata":"https://www.wikidata.org/wiki/Q860333","display_name":"Flash flood","level":3,"score":0.5507447123527527},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5350865721702576},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.507011890411377},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4677956700325012},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4404709041118622},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4114249050617218},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37180620431900024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3315327763557434},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.2563821077346802},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23640194535255432},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10522085428237915},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3038812","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038812","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09261487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ceadaeaff6ad4036883b3336677ea021","is_oa":true,"landing_page_url":"https://doaj.org/article/ceadaeaff6ad4036883b3336677ea021","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":"IEEE Access, Vol 8, Pp 210006-210022 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3038812","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3038812","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09261487.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326062","display_name":"Universiti Kuala Lumpur","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3104553723.pdf","grobid_xml":"https://content.openalex.org/works/W3104553723.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1936875700","https://openalex.org/W1978831934","https://openalex.org/W1983815477","https://openalex.org/W1999064163","https://openalex.org/W2013036948","https://openalex.org/W2038436648","https://openalex.org/W2042458425","https://openalex.org/W2044456452","https://openalex.org/W2060059902","https://openalex.org/W2061571512","https://openalex.org/W2063992923","https://openalex.org/W2064090829","https://openalex.org/W2074416932","https://openalex.org/W2078276613","https://openalex.org/W2153560836","https://openalex.org/W2171868807","https://openalex.org/W2197420211","https://openalex.org/W2254962493","https://openalex.org/W2263939926","https://openalex.org/W2267093276","https://openalex.org/W2293031124","https://openalex.org/W2526648755","https://openalex.org/W2551945870","https://openalex.org/W2561262832","https://openalex.org/W2574149343","https://openalex.org/W2791341837","https://openalex.org/W2803178007","https://openalex.org/W2913294423","https://openalex.org/W2973010644","https://openalex.org/W2999074742","https://openalex.org/W3012241580","https://openalex.org/W6666041149","https://openalex.org/W6730320265"],"related_works":["https://openalex.org/W4243891849","https://openalex.org/W2906253252","https://openalex.org/W3044343163","https://openalex.org/W3040763774","https://openalex.org/W2148193050","https://openalex.org/W2807657982","https://openalex.org/W1600342234","https://openalex.org/W2181997527","https://openalex.org/W4390711225","https://openalex.org/W4313293355"],"abstract_inverted_index":{"Flash":[0,14],"floods":[1,15,63,231],"can":[2,163],"demolish":[3],"infrastructure":[4],"and":[5,23,57,64,66,139,171,197,304],"property":[6],"within":[7],"seconds":[8],"as":[9],"they":[10],"are":[11,16],"very":[12,185,260],"sudden.":[13],"the":[17,21,55,61,83,151,166,226,241,295,311],"main":[18],"cause":[19],"of":[20,25,110,125,156,160,168,229,264],"casualties":[22],"loss":[24],"properties.":[26],"Existing":[27],"natural":[28],"disaster":[29],"prediction":[30],"algorithms":[31],"contains":[32],"false":[33,74,234,274],"alarms.":[34],"Indefinite":[35],"techniques":[36],"have":[37,54,79,142,291],"been":[38,80,143,218,292],"applied":[39],"to":[40,59,149,174,268],"overcome":[41],"this":[42],"leading":[43],"issue":[44],"in":[45,262],"many":[46],"countries.":[47],"A":[48,123],"competent":[49],"flood":[50,85],"management":[51],"system":[52],"must":[53],"potential":[56],"tendency":[58],"identify":[60],"flash":[62,84,152,230],"atmospheric":[65],"climatic":[67],"changes":[68],"on":[69,145],"early":[70],"basis":[71],"with":[72,220,232,272,294],"less":[73,233],"alarm":[75,235,275],"rate.":[76,236],"Techniques":[77],"which":[78],"designed":[81],"for":[82,115,187,225,256,310],"investigation":[86,228],"may":[87],"be":[88],"categorized":[89],"into":[90],"following":[91],"types":[92],"a.":[93],"Sensors":[94],"based":[95,103],"direct":[96],"measurement":[97,119,161],"b.":[98],"Radar":[99],"images":[100],"c.":[101],"Satellite":[102],"X-band":[104],"images.":[105],"The":[106,154,193],"proposed":[107,242],"research":[108,243],"consisted":[109],"Artificial":[111],"intelligence-based":[112],"decision":[113],"making":[114],"multi-modal":[116,257],"sensing":[117,258],"(direct":[118],"from":[120],"multi-resolution":[121],"sensors).":[122],"combination":[124],"sensors":[126,141,162],"like":[127],"Passive":[128],"infrared":[129],"(PIR),":[130],"water":[131],"level":[132],"sensor,":[133,135,137],"ultrasonic":[134],"temperature":[136],"pressure":[138],"altimeter":[140],"integrated":[144],"a":[146,175],"single":[147,176],"device":[148],"investigate":[150],"floods.":[153],"use":[155],"most":[157],"suitable":[158],"pair":[159],"substantially":[164],"enhance":[165],"advantage":[167],"more":[169],"accuracy":[170],"reliability":[172],"compared":[173,267,293],"sensor.":[177],"In":[178],"recent":[179],"trends":[180],"Particle":[181,214,253],"swarm":[182,209,215,254,287,302],"optimization":[183,191,210,216,255,288,303],"is":[184],"popular":[186],"solving":[188],"stochastic":[189],"global":[190],"problems.":[192],"data":[194],"was":[195],"trained":[196],"processed":[198],"by":[199,207,252,285],"modified":[200,278,298],"multi-layer":[201,246,279],"feed":[202,221,247,280],"forward":[203,222,248,281],"neural":[204,223,249,282,307],"network":[205,224,250,283,308],"optimized":[206,251,284],"particle":[208,301],"algorithm.":[211],"Hybrid":[212],"Modified":[213,245],"has":[217],"combined":[219],"vigorous":[227],"Simulated":[237],"results":[238,290],"showed":[239],"that":[240],"algorithm":[244,289],"performed":[259],"well":[261],"terms":[263],"evaluation":[265],"parameters":[266],"other":[269],"existing":[270],"strategies":[271],"minimum":[273],"ratio.":[276],"Moreover,":[277],"article":[286],"cuckoo":[296,299],"search,":[297,300],"Multi-layer":[305],"perceptron":[306],"configurations":[309],"validation":[312],"purpose.":[313]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}