{"id":"https://openalex.org/W2006453329","doi":"https://doi.org/10.1109/fskd.2010.5569104","title":"Prediction of annual runoff using adaptive network based fuzzy inference system","display_name":"Prediction of annual runoff using adaptive network based fuzzy inference system","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2006453329","doi":"https://doi.org/10.1109/fskd.2010.5569104","mag":"2006453329"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569104","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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/A5074094490","display_name":"Wenchuan Wang","orcid":"https://orcid.org/0000-0003-1367-5886"},"institutions":[{"id":"https://openalex.org/I4210132981","display_name":"Ningxia Water Conservancy","ror":"https://ror.org/02p2qrw13","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210132981"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenchuan Wang","raw_affiliation_strings":["Faculty of Water conservancy Engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou, China","Faculty of Water conservancy Engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou 450011, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Water conservancy Engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I4210132981"]},{"raw_affiliation_string":"Faculty of Water conservancy Engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou 450011, China","institution_ids":["https://openalex.org/I4210132981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100750859","display_name":"Lin Qiu","orcid":"https://orcid.org/0000-0003-1236-2191"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Qiu","raw_affiliation_strings":["Faculty of environmental & municipal engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou, China","Faculty of environmental & municipal engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou 450011, China"],"affiliations":[{"raw_affiliation_string":"Faculty of environmental & municipal engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]},{"raw_affiliation_string":"Faculty of environmental & municipal engineering, North China Institute of Water Conservancy and Hydroelectric Power, Zhengzhou 450011, China","institution_ids":["https://openalex.org/I198645480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074094490"],"corresponding_institution_ids":["https://openalex.org/I4210132981"],"apc_list":null,"apc_paid":null,"fwci":3.0977,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.89033457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"1324","last_page":"1327"},"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9837999939918518,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.9075262546539307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.65609210729599},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.6055867671966553},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.6041054129600525},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.5649183392524719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5568768978118896},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5549613833427429},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5220020413398743},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.5023097991943359},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4715699553489685},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.456000953912735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40565359592437744},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39365154504776},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3048139214515686}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.9075262546539307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65609210729599},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.6055867671966553},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.6041054129600525},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.5649183392524719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5568768978118896},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5549613833427429},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5220020413398743},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.5023097991943359},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4715699553489685},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.456000953912735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40565359592437744},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39365154504776},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3048139214515686},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569104","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569104","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1570834090","https://openalex.org/W1989665358","https://openalex.org/W1994234742","https://openalex.org/W2009203913","https://openalex.org/W2019207321","https://openalex.org/W2029732391","https://openalex.org/W2063756720","https://openalex.org/W2065105535","https://openalex.org/W2069002482","https://openalex.org/W2083856799","https://openalex.org/W2090681269","https://openalex.org/W2103414828","https://openalex.org/W2944238595","https://openalex.org/W3017323153","https://openalex.org/W3146863510"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2181415496","https://openalex.org/W2389800468","https://openalex.org/W2889574165","https://openalex.org/W2741640651","https://openalex.org/W2392430664","https://openalex.org/W2350818295","https://openalex.org/W4400055111","https://openalex.org/W1848737848","https://openalex.org/W4322732584"],"abstract_inverted_index":{"Annual":[0],"runoff":[1,18,49],"forecasting":[2,96],"is":[3,34,62,76],"very":[4],"important":[5],"for":[6,78],"improvement":[7],"of":[8,12,26,31,50,68],"the":[9,37,66,69,83,91],"management":[10],"performance":[11,97],"water":[13,27],"resources:":[14],"high":[15],"accuracy":[16],"in":[17,54],"prediction":[19],"can":[20,88],"lead":[21],"to":[22,35,46,64],"more":[23],"effective":[24],"use":[25],"resources.":[28],"The":[29,58],"purpose":[30],"this":[32],"study":[33],"apply":[36],"adaptive":[38],"network":[39,101],"based":[40],"fuzzy":[41],"inference":[42],"system":[43,79],"(ANFIS)":[44],"model":[45,93],"forecast":[47],"annual":[48],"Yamadu":[51],"hydrological":[52],"station":[53],"Xinjiang":[55],"Province,":[56],"China.":[57],"subtractive":[59],"clustering":[60],"algorithm":[61,75],"used":[63,77],"identify":[65],"structure":[67],"ANFIS":[70,92],"and":[71],"a":[72],"hybrid":[73],"learning":[74],"training.":[80],"Based":[81],"on":[82],"relative":[84],"percentage":[85],"errors,":[86],"we":[87],"see":[89],"that":[90],"has":[94],"better":[95],"than":[98],"artificial":[99],"neural":[100],"(ANN)":[102],"model.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}