{"id":"https://openalex.org/W1547473755","doi":"https://doi.org/10.1007/978-3-642-04277-5_39","title":"ANNs and Other Machine Learning Techniques in Modelling Models\u2019 Uncertainty","display_name":"ANNs and Other Machine Learning Techniques in Modelling Models\u2019 Uncertainty","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1547473755","doi":"https://doi.org/10.1007/978-3-642-04277-5_39","mag":"1547473755"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04277-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_39","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":"book-chapter","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/A5012707523","display_name":"Durga Lal Shrestha","orcid":"https://orcid.org/0000-0002-5545-1736"},"institutions":[{"id":"https://openalex.org/I2799973717","display_name":"IHE Delft Institute for Water Education","ror":"https://ror.org/030deh410","country_code":"NL","type":"education","lineage":["https://openalex.org/I2799973717"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Durga Lal Shrestha","raw_affiliation_strings":["UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]},{"raw_affiliation_string":"UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014302906","display_name":"Nagendra Kayastha","orcid":null},"institutions":[{"id":"https://openalex.org/I2799973717","display_name":"IHE Delft Institute for Water Education","ror":"https://ror.org/030deh410","country_code":"NL","type":"education","lineage":["https://openalex.org/I2799973717"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Nagendra Kayastha","raw_affiliation_strings":["UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]},{"raw_affiliation_string":"UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015835580","display_name":"Dimitri Solomatine","orcid":"https://orcid.org/0000-0003-2031-9871"},"institutions":[{"id":"https://openalex.org/I2799973717","display_name":"IHE Delft Institute for Water Education","ror":"https://ror.org/030deh410","country_code":"NL","type":"education","lineage":["https://openalex.org/I2799973717"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dimitri P. Solomatine","raw_affiliation_strings":["UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"UNESCO-IHE Institute for Water Education, Westvest 7, P.O. Box 3015, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]},{"raw_affiliation_string":"UNESCO \u2013 IHE, Institute for Water Education, Delft, The Netherlands","institution_ids":["https://openalex.org/I2799973717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012707523"],"corresponding_institution_ids":["https://openalex.org/I2799973717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.15702479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"387","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9998000264167786,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9991999864578247,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.7549264430999756},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5777406096458435},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5371924042701721},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4998502731323242},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49121493101119995},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.486407995223999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48407259583473206},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"Sensitivity analysis","score":0.4603576064109802},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.4544137716293335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42880886793136597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33924657106399536},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2744121253490448},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.19263693690299988},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17151007056236267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1397848129272461}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7549264430999756},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5777406096458435},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5371924042701721},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4998502731323242},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49121493101119995},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.486407995223999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48407259583473206},{"id":"https://openalex.org/C176147448","wikidata":"https://www.wikidata.org/wiki/Q1889114","display_name":"Sensitivity analysis","level":3,"score":0.4603576064109802},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.4544137716293335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42880886793136597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33924657106399536},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2744121253490448},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.19263693690299988},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17151007056236267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1397848129272461},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-04277-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_39","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1615539232","https://openalex.org/W2024485977","https://openalex.org/W2036056913","https://openalex.org/W2041420198","https://openalex.org/W2055336003","https://openalex.org/W2120959311","https://openalex.org/W2124738823","https://openalex.org/W2157276885","https://openalex.org/W3210229996","https://openalex.org/W4235342902"],"related_works":["https://openalex.org/W2588058953","https://openalex.org/W2890908565","https://openalex.org/W2360731453","https://openalex.org/W2289718384","https://openalex.org/W4249135812","https://openalex.org/W1995675544","https://openalex.org/W2233640132","https://openalex.org/W2392097550","https://openalex.org/W2509524819","https://openalex.org/W1996354237"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
