{"id":"https://openalex.org/W2026439030","doi":"https://doi.org/10.1109/iccsce.2014.7072743","title":"Prediction of 4 hours ahead flood water level using improved ENN structure: Case study Kuala Lumpur","display_name":"Prediction of 4 hours ahead flood water level using improved ENN structure: Case study Kuala Lumpur","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2026439030","doi":"https://doi.org/10.1109/iccsce.2014.7072743","mag":"2026439030"},"language":"en","primary_location":{"id":"doi:10.1109/iccsce.2014.7072743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2014.7072743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014)","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/A5024692454","display_name":"Fazlina Ahmat Ruslan","orcid":"https://orcid.org/0000-0002-6460-5418"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Fazlina Ahmat Ruslan","raw_affiliation_strings":["UiTM-RMI CoRe, Frontier Materials and Industry Application","[Faculty of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia]"],"affiliations":[{"raw_affiliation_string":"UiTM-RMI CoRe, Frontier Materials and Industry Application","institution_ids":[]},{"raw_affiliation_string":"[Faculty of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia]","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103721738","display_name":"Abd Manan Samad","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093057","display_name":"Faculty (United Kingdom)","ror":"https://ror.org/00qpxe165","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210093057"]},{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["GB","MY"],"is_corresponding":false,"raw_author_name":"Abd Manan Samad","raw_affiliation_strings":["Faculty of Electrical Engineering","Frontier Materials and Industry Application, UiTM-RMI CoRe, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering","institution_ids":["https://openalex.org/I4210093057"]},{"raw_affiliation_string":"Frontier Materials and Industry Application, UiTM-RMI CoRe, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070425101","display_name":"Zainazlan Md Zain","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zainazlan Md Zain","raw_affiliation_strings":["Dept. of Surveying Science and Geomatics, Faculty of Arc","[Faculty of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia]"],"affiliations":[{"raw_affiliation_string":"Dept. of Surveying Science and Geomatics, Faculty of Arc","institution_ids":[]},{"raw_affiliation_string":"[Faculty of Electrical Engineering, Universiti Teknologi MARA, 40450 Shah Alam, Selangor, Malaysia]","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103998112","display_name":"Ramli Adnan","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ramli Adnan","raw_affiliation_strings":["Dept. of Surveying Science and Geomatics, Faculty of Arc","Dept. of Surveying Science and Geomatics, Faculty of Arc., Planning and Surveying Universiti Teknologi MARA 40450, Shah Alam, Selangor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Dept. of Surveying Science and Geomatics, Faculty of Arc","institution_ids":[]},{"raw_affiliation_string":"Dept. of Surveying Science and Geomatics, Faculty of Arc., Planning and Surveying Universiti Teknologi MARA 40450, Shah Alam, Selangor, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024692454"],"corresponding_institution_ids":["https://openalex.org/I82724352"],"apc_list":null,"apc_paid":null,"fwci":0.9707,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76346353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9997000098228455,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9984999895095825,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/kuala-lumpur","display_name":"Kuala lumpur","score":0.8937869071960449},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.8106184601783752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5483761429786682},{"id":"https://openalex.org/keywords/water-level","display_name":"Water level","score":0.5438580513000488},{"id":"https://openalex.org/keywords/irrigation-district","display_name":"Irrigation district","score":0.5292196869850159},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5117166042327881},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5034617781639099},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4234575629234314},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.4114745855331421},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3352331221103668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3274960517883301},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.32336968183517456},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.27162307500839233},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19870024919509888},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.15643584728240967},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09827771782875061},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08554434776306152},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.06874972581863403}],"concepts":[{"id":"https://openalex.org/C3018591125","wikidata":"https://www.wikidata.org/wiki/Q1865","display_name":"Kuala lumpur","level":2,"score":0.8937869071960449},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.8106184601783752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5483761429786682},{"id":"https://openalex.org/C1284942","wikidata":"https://www.wikidata.org/wiki/Q1929501","display_name":"Water level","level":2,"score":0.5438580513000488},{"id":"https://openalex.org/C2778093299","wikidata":"https://www.wikidata.org/wiki/Q6073798","display_name":"Irrigation district","level":3,"score":0.5292196869850159},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5117166042327881},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5034617781639099},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4234575629234314},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.4114745855331421},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3352331221103668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3274960517883301},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.32336968183517456},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.27162307500839233},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19870024919509888},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.15643584728240967},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09827771782875061},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08554434776306152},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.06874972581863403},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccsce.2014.7072743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccsce.2014.7072743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W99273836","https://openalex.org/W1531859099","https://openalex.org/W1965003599","https://openalex.org/W1973075395","https://openalex.org/W1996150433","https://openalex.org/W2009218392","https://openalex.org/W2011609785","https://openalex.org/W2031292142","https://openalex.org/W2038000952","https://openalex.org/W2063015500","https://openalex.org/W2067903798","https://openalex.org/W2091598916","https://openalex.org/W2102954077","https://openalex.org/W2110371102","https://openalex.org/W2110485445","https://openalex.org/W2115957930","https://openalex.org/W2119517813","https://openalex.org/W2169332647","https://openalex.org/W4254816979","https://openalex.org/W6604035609","https://openalex.org/W6660098261"],"related_works":["https://openalex.org/W2550967567","https://openalex.org/W3216687024","https://openalex.org/W1981236203","https://openalex.org/W2781922938","https://openalex.org/W3117567173","https://openalex.org/W4301751460","https://openalex.org/W3122583934","https://openalex.org/W2481556210","https://openalex.org/W2999120063","https://openalex.org/W2392803999"],"abstract_inverted_index":{"Recently,":[0],"ANN":[1],"models":[2],"have":[3],"been":[4],"successfully":[5],"applied":[6],"in":[7,45],"flood":[8,18,23,34,60],"water":[9,35,61],"level":[10,36,62],"prediction":[11,19,29,37,63,99],"system.":[12],"However,":[13],"most":[14],"of":[15,28,90,101],"publication":[16],"on":[17,22,44],"only":[20],"focusing":[21],"modelling":[24],"and":[25,92,136],"no":[26],"element":[27],"time":[30],"was":[31,82,117,128,151],"mentioned.":[32],"Therefore,":[33,112],"is":[38,73],"a":[39],"new":[40],"avenue":[41],"to":[42,47],"embark":[43],"order":[46],"give":[48],"early":[49],"warning":[50],"for":[51,68],"evacuation":[52],"purposes.":[53],"This":[54],"paper":[55],"proposeda":[56],"4":[57],"hours":[58],"ahead":[59],"using":[64,84],"Improved":[65,114,125,149],"ENN":[66,115,126,134,142,150],"structure":[67,107,116],"Kelang":[69],"River":[70],"station":[71],"which":[72],"located":[74],"at":[75],"Petaling":[76],"Bridge,":[77],"Kuala":[78],"Lumpur.":[79],"The":[80,98,119],"model":[81,127,135,143],"developed":[83],"data":[85],"obtained":[86],"from":[87,139],"the":[88,102,113,132,140,148],"Department":[89],"Irrigation":[91],"Drainage,":[93],"Malaysia":[94],"upon":[95],"special":[96],"request.":[97],"results":[100,122],"original":[103,133,141],"Elman":[104],"neural":[105],"network":[106],"indicate":[108],"unsatisfactorily":[109],"performance":[110,120],"results.":[111],"introduced.":[118,152],"indices":[121],"concluded":[123],"that":[124],"more":[129],"versatile":[130],"than":[131],"significant":[137],"improvement":[138],"can":[144],"be":[145],"observed":[146],"when":[147]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
