{"id":"https://openalex.org/W2081651274","doi":"https://doi.org/10.1007/s00521-015-1831-1","title":"Importance of hybrid models for forecasting of hydrological variable","display_name":"Importance of hybrid models for forecasting of hydrological variable","publication_year":2015,"publication_date":"2015-02-05","ids":{"openalex":"https://openalex.org/W2081651274","doi":"https://doi.org/10.1007/s00521-015-1831-1","mag":"2081651274"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-015-1831-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-1831-1","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/A5005871983","display_name":"Levent Latifo\u011flu","orcid":"https://orcid.org/0000-0002-2837-3306"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Levent Latifo\u011flu","raw_affiliation_strings":["Engineering Faculty, Erciyes University, Kayseri, Turkey","[Engineering Faculty, Erciyes University, Kayseri, Turkey]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Faculty, Erciyes University, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]},{"raw_affiliation_string":"[Engineering Faculty, Erciyes University, Kayseri, Turkey]","institution_ids":["https://openalex.org/I87673952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075190563","display_name":"\u00d6zg\u00fcr Ki\u015fi","orcid":"https://orcid.org/0000-0001-7847-5872"},"institutions":[{"id":"https://openalex.org/I264664839","display_name":"Canik Ba\u015far\u0131 University","ror":"https://ror.org/052zrr036","country_code":"TR","type":"education","lineage":["https://openalex.org/I264664839"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6zg\u00fcr Ki\u015fi","raw_affiliation_strings":["Architectural and Engineering Faculty, Canik Basari University, Samsun, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Architectural and Engineering Faculty, Canik Basari University, Samsun, Turkey","institution_ids":["https://openalex.org/I264664839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042577715","display_name":"Fatma Lati\u0307fo\u011flu","orcid":"https://orcid.org/0000-0003-2018-9616"},"institutions":[{"id":"https://openalex.org/I87673952","display_name":"Erciyes University","ror":"https://ror.org/047g8vk19","country_code":"TR","type":"education","lineage":["https://openalex.org/I87673952"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatma Latifo\u011flu","raw_affiliation_strings":["Engineering Faculty, Erciyes University, Kayseri, Turkey","[Engineering Faculty, Erciyes University, Kayseri, Turkey]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Faculty, Erciyes University, Kayseri, Turkey","institution_ids":["https://openalex.org/I87673952"]},{"raw_affiliation_string":"[Engineering Faculty, Erciyes University, Kayseri, Turkey]","institution_ids":["https://openalex.org/I87673952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005871983"],"corresponding_institution_ids":["https://openalex.org/I87673952"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.1674,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78849432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"7","first_page":"1669","last_page":"1680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9987000226974487,"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":0.9987000226974487,"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/T13487","display_name":"Statistical and numerical algorithms","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9889000058174133,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6654672622680664},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6618120670318604},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.45460978150367737},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4535828232765198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4335950016975403},{"id":"https://openalex.org/keywords/singular-spectrum-analysis","display_name":"Singular spectrum analysis","score":0.42870795726776123},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40205779671669006},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36559998989105225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23352280259132385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18486949801445007},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.1237453818321228}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6654672622680664},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6618120670318604},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.45460978150367737},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4535828232765198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4335950016975403},{"id":"https://openalex.org/C136272165","wikidata":"https://www.wikidata.org/wiki/Q4048889","display_name":"Singular spectrum analysis","level":3,"score":0.42870795726776123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40205779671669006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36559998989105225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23352280259132385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18486949801445007},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.1237453818321228},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-015-1831-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-1831-1","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":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1492429614","https://openalex.org/W1554630836","https://openalex.org/W1607863177","https://openalex.org/W1965995547","https://openalex.org/W1975964493","https://openalex.org/W1990899587","https://openalex.org/W1998203213","https://openalex.org/W2006099917","https://openalex.org/W2010551882","https://openalex.org/W2022426423","https://openalex.org/W2022754289","https://openalex.org/W2024520223","https://openalex.org/W2024695206","https://openalex.org/W2033185628","https://openalex.org/W2034465603","https://openalex.org/W2035583426","https://openalex.org/W2038097457","https://openalex.org/W2054923071","https://openalex.org/W2059666149","https://openalex.org/W2073596094","https://openalex.org/W2079541639","https://openalex.org/W2087120433","https://openalex.org/W2094595990","https://openalex.org/W2124776405","https://openalex.org/W2125690939","https://openalex.org/W2128967649","https://openalex.org/W2144717556","https://openalex.org/W2151870184","https://openalex.org/W2171807302","https://openalex.org/W2473824052","https://openalex.org/W2501514717","https://openalex.org/W2752322585","https://openalex.org/W2766039569","https://openalex.org/W3124054211","https://openalex.org/W4232129301"],"related_works":["https://openalex.org/W2157839873","https://openalex.org/W1563281071","https://openalex.org/W4379468113","https://openalex.org/W1498350217","https://openalex.org/W3027946011","https://openalex.org/W2518983853","https://openalex.org/W2024695206","https://openalex.org/W4382982879","https://openalex.org/W2073340904","https://openalex.org/W4311044000"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}