{"id":"https://openalex.org/W1603641355","doi":"https://doi.org/10.1007/978-3-540-24844-6_20","title":"Rainfall-Runoff Modelling Using Three Neural Network Methods","display_name":"Rainfall-Runoff Modelling Using Three Neural Network Methods","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1603641355","doi":"https://doi.org/10.1007/978-3-540-24844-6_20","mag":"1603641355"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-24844-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24844-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5011310926","display_name":"H. Kerem Ci\u011fizo\u011flu","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H. Kerem Cigizoglu","raw_affiliation_strings":["Civil Engineering Faculty, Division of Hydraulics, Istanbul Technical University, Maslak, Istanbul, 34469, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Faculty, Division of Hydraulics, Istanbul Technical University, Maslak, Istanbul, 34469, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081056880","display_name":"Murat Alp","orcid":"https://orcid.org/0000-0002-9252-7090"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murat Alp","raw_affiliation_strings":["State Hydraulic Works, 14. Regional Directorate, Kucukcamlica, 34696, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Hydraulic Works, 14. Regional Directorate, Kucukcamlica, 34696, Istanbul, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"171"},"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":0.9976999759674072,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9876999855041504,"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/correlogram","display_name":"Correlogram","score":0.9043180346488953},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7197384834289551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7084097862243652},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.6210604906082153},{"id":"https://openalex.org/keywords/surface-runoff","display_name":"Surface runoff","score":0.5630189776420593},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5404414534568787},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4924114942550659},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4890466630458832},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4169946312904358},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.4148877263069153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3719079792499542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3012504577636719},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23315274715423584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1582394242286682}],"concepts":[{"id":"https://openalex.org/C196070930","wikidata":"https://www.wikidata.org/wiki/Q598190","display_name":"Correlogram","level":2,"score":0.9043180346488953},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7197384834289551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7084097862243652},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6210604906082153},{"id":"https://openalex.org/C50477045","wikidata":"https://www.wikidata.org/wiki/Q1444790","display_name":"Surface runoff","level":2,"score":0.5630189776420593},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5404414534568787},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4924114942550659},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4890466630458832},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4169946312904358},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.4148877263069153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3719079792499542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3012504577636719},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23315274715423584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1582394242286682},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-24844-6_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-24844-6_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:polen.itu.edu.tr:11527/68236","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/68236","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Part of book or chapter of book"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W94523489","https://openalex.org/W1998442441","https://openalex.org/W2009203913","https://openalex.org/W2051385585","https://openalex.org/W2063015500","https://openalex.org/W2089686343","https://openalex.org/W2106693625","https://openalex.org/W2118020555","https://openalex.org/W2149723649","https://openalex.org/W2155482699","https://openalex.org/W2311096170"],"related_works":["https://openalex.org/W97768505","https://openalex.org/W2918103456","https://openalex.org/W2023914354","https://openalex.org/W2080531293","https://openalex.org/W2540883726","https://openalex.org/W3005666459","https://openalex.org/W4300200276","https://openalex.org/W4298020725","https://openalex.org/W2109530046","https://openalex.org/W200738318"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
