{"id":"https://openalex.org/W841982912","doi":"https://doi.org/10.1007/s00521-015-1952-6","title":"RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia","display_name":"RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia","publication_year":2015,"publication_date":"2015-06-27","ids":{"openalex":"https://openalex.org/W841982912","doi":"https://doi.org/10.1007/s00521-015-1952-6","mag":"841982912"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-015-1952-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-1952-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5037953109","display_name":"Zaher Mundher Yaseen\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c","orcid":"https://orcid.org/0000-0003-3647-7137"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Zaher Mundher Yaseen","raw_affiliation_strings":["Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008179908","display_name":"Ahmed El\u2010Shafie","orcid":"https://orcid.org/0000-0001-5018-8505"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmed El-Shafie","raw_affiliation_strings":["Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064242793","display_name":"Haitham Abdulmohsin Afan","orcid":"https://orcid.org/0000-0002-4957-756X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Haitham Abdulmohsin Afan","raw_affiliation_strings":["Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041679992","display_name":"Mohammed Majeed Hameed","orcid":"https://orcid.org/0000-0002-9366-9162"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohammed Hameed","raw_affiliation_strings":["Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054645247","display_name":"Wan Hanna Melini Wan Mohtar","orcid":"https://orcid.org/0000-0002-5684-5577"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wan Hanna Melini Wan Mohtar","raw_affiliation_strings":["Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Civil and Structural Engineering Department, Faculty of Engineering and Built Environment, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019902685","display_name":"Aini Hussain","orcid":"https://orcid.org/0000-0001-7347-7879"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aini Hussain","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering, National University of Malaysia, UKM, 43600, Bangi, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I885383172"]},{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering, National University of Malaysia, UKM, Bangi, Malaysia 43600#TAB#","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037953109"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":4.4493,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.93828862,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"27","issue":"6","first_page":"1533","last_page":"1542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9998999834060669,"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":0.9998999834060669,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/streamflow","display_name":"Streamflow","score":0.8588007092475891},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7901536226272583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6889714002609253},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5244636535644531},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4659835696220398},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4488178789615631},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.44178614020347595},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4311799705028534},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.4261571764945984},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.42535486817359924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3864278495311737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3796202540397644},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.34376588463783264},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3321990966796875},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08040151000022888}],"concepts":[{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.8588007092475891},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7901536226272583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6889714002609253},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5244636535644531},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4659835696220398},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4488178789615631},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.44178614020347595},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4311799705028534},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.4261571764945984},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.42535486817359924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3864278495311737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3796202540397644},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.34376588463783264},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3321990966796875},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08040151000022888},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","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/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-015-1952-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-1952-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W94523489","https://openalex.org/W1554663460","https://openalex.org/W1586335931","https://openalex.org/W1603641355","https://openalex.org/W1970141875","https://openalex.org/W1971632908","https://openalex.org/W1983083989","https://openalex.org/W1997062200","https://openalex.org/W1998300065","https://openalex.org/W1998442441","https://openalex.org/W2003566597","https://openalex.org/W2008661373","https://openalex.org/W2012883379","https://openalex.org/W2019355665","https://openalex.org/W2023347862","https://openalex.org/W2025805552","https://openalex.org/W2035134507","https://openalex.org/W2039712840","https://openalex.org/W2040764940","https://openalex.org/W2041534329","https://openalex.org/W2045987130","https://openalex.org/W2046884547","https://openalex.org/W2052075521","https://openalex.org/W2074606783","https://openalex.org/W2092997181","https://openalex.org/W2117812871","https://openalex.org/W2124776405","https://openalex.org/W2316478175","https://openalex.org/W2332474383"],"related_works":["https://openalex.org/W4320013113","https://openalex.org/W2050590406","https://openalex.org/W3039446713","https://openalex.org/W4285732890","https://openalex.org/W2186700429","https://openalex.org/W3205194988","https://openalex.org/W2807005244","https://openalex.org/W4385317904","https://openalex.org/W4386099766","https://openalex.org/W2000979301"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}