{"id":"https://openalex.org/W3033382461","doi":"https://doi.org/10.1007/s00500-020-05058-5","title":"Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm","display_name":"Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm","publication_year":2020,"publication_date":"2020-06-05","ids":{"openalex":"https://openalex.org/W3033382461","doi":"https://doi.org/10.1007/s00500-020-05058-5","mag":"3033382461"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-05058-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05058-5","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5042425451","display_name":"Quoc Bao Pham","orcid":"https://orcid.org/0000-0002-0468-5962"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quoc Bao Pham","raw_affiliation_strings":["Faculty of Environmental and Chemical Engineering, Duy Tan University, Da Nang, 550000, Vietnam","Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Environmental and Chemical Engineering, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"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/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Haitham Abdulmohsin Afan","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053540902","display_name":"Babak Mohammadi","orcid":"https://orcid.org/0000-0001-8427-5965"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Babak Mohammadi","raw_affiliation_strings":["College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Hydrology and Water Resources, Hohai University, Nanjing, 210098, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010789167","display_name":"Ali Najah Ahmed","orcid":"https://orcid.org/0000-0002-5618-6663"},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ali Najah Ahmed","raw_affiliation_strings":["Institute of Energy Infrastructure (IEI), Universiti Tenaga Nasional, 43000, Kajang, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy Infrastructure (IEI), Universiti Tenaga Nasional, 43000, Kajang, Selangor, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036310727","display_name":"Nguy\u1ec5n Th\u1ecb Th\u00f9y Linh","orcid":null},"institutions":[{"id":"https://openalex.org/I182526193","display_name":"Thuyloi University","ror":"https://ror.org/04afshy24","country_code":"VN","type":"education","lineage":["https://openalex.org/I182526193"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Nguyen Thi Thuy Linh","raw_affiliation_strings":["Thuyloi University, 175 Tay Son, Dong Da, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Thuyloi University, 175 Tay Son, Dong Da, Hanoi, Vietnam","institution_ids":["https://openalex.org/I182526193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029679531","display_name":"Ngoc Duong Vo","orcid":"https://orcid.org/0000-0003-4095-3992"},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngoc Duong Vo","raw_affiliation_strings":["The University of Danang, University of Science and Technology, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Danang, University of Science and Technology, Da Nang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006375556","display_name":"Roozbeh Moazenzadeh","orcid":"https://orcid.org/0000-0002-1057-3801"},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Roozbeh Moazenzadeh","raw_affiliation_strings":["Department of Water Engineering, Faculty of Agriculture, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, Faculty of Agriculture, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109122328","display_name":"Pao\u2010Shan Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pao-Shan Yu","raw_affiliation_strings":["Department of Hydraulic and Ocean Engineering, National Cheng-Kung University, Tainan, 701, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydraulic and Ocean Engineering, National Cheng-Kung University, Tainan, 701, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008179908","display_name":"Ahmed El\u2010Shafie","orcid":"https://orcid.org/0000-0001-5018-8505"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]},{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE","MY"],"is_corresponding":false,"raw_author_name":"Ahmed El-Shafie","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","National Water Center (NWC), United Arab Emirates University, Al Ain, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"National Water Center (NWC), United Arab Emirates University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036310727"],"corresponding_institution_ids":["https://openalex.org/I182526193"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.5176,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.9280823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"23","first_page":"18039","last_page":"18056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9955999851226807,"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":0.9926000237464905,"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/overfitting","display_name":"Overfitting","score":0.768475353717804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6892802715301514},{"id":"https://openalex.org/keywords/streamflow","display_name":"Streamflow","score":0.6604275703430176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6283085346221924},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.62824946641922},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5967602133750916},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5640503764152527},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4675784409046173},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4405301511287689},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.43366432189941406},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41111549735069275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3817371129989624},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15077802538871765}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.768475353717804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6892802715301514},{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.6604275703430176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6283085346221924},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.62824946641922},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5967602133750916},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5640503764152527},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4675784409046173},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4405301511287689},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.43366432189941406},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41111549735069275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3817371129989624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15077802538871765},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-020-05058-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-020-05058-5","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:lup.lub.lu.se:b0229efc-c057-4ff4-9c19-787f3e9f4736","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/b0229efc-c057-4ff4-9c19-787f3e9f4736","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Soft Computing; 24(23), pp 18039-18056 (2020)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W754702840","https://openalex.org/W760584054","https://openalex.org/W1241057408","https://openalex.org/W1525068423","https://openalex.org/W1554301621","https://openalex.org/W1567279170","https://openalex.org/W1570495505","https://openalex.org/W1684613771","https://openalex.org/W1718314175","https://openalex.org/W1824003645","https://openalex.org/W1964425467","https://openalex.org/W1969293821","https://openalex.org/W1972500593","https://openalex.org/W1976963256","https://openalex.org/W1982857479","https://openalex.org/W1990474898","https://openalex.org/W2005161317","https://openalex.org/W2012572451","https://openalex.org/W2019451733","https://openalex.org/W2019905030","https://openalex.org/W2021379271","https://openalex.org/W2023347862","https://openalex.org/W2026302091","https://openalex.org/W2052851219","https://openalex.org/W2052914342","https://openalex.org/W2062087947","https://openalex.org/W2062790323","https://openalex.org/W2067061718","https://openalex.org/W2073007124","https://openalex.org/W2083343737","https://openalex.org/W2085228529","https://openalex.org/W2086779092","https://openalex.org/W2096607012","https://openalex.org/W2096777530","https://openalex.org/W2115675764","https://openalex.org/W2125278223","https://openalex.org/W2131332502","https://openalex.org/W2151103384","https://openalex.org/W2156612354","https://openalex.org/W2168009894","https://openalex.org/W2170856142","https://openalex.org/W2177959459","https://openalex.org/W2179032573","https://openalex.org/W2247666031","https://openalex.org/W2331446345","https://openalex.org/W2337955400","https://openalex.org/W2395814628","https://openalex.org/W2623214827","https://openalex.org/W2734595575","https://openalex.org/W2811266281","https://openalex.org/W2896351521","https://openalex.org/W2898051319","https://openalex.org/W2913218124","https://openalex.org/W2951251697","https://openalex.org/W2954670302","https://openalex.org/W2970873649","https://openalex.org/W2982274841","https://openalex.org/W2999733746","https://openalex.org/W3000638380","https://openalex.org/W3005185122","https://openalex.org/W3011744717","https://openalex.org/W3017885413","https://openalex.org/W3025814049","https://openalex.org/W4243960837"],"related_works":["https://openalex.org/W2150029999","https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
