{"id":"https://openalex.org/W1685853138","doi":"https://doi.org/10.1007/978-3-540-88351-7_19","title":"Reproducing human decisions in reservoir management: the case of lake Lugano","display_name":"Reproducing human decisions in reservoir management: the case of lake Lugano","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1685853138","doi":"https://doi.org/10.1007/978-3-540-88351-7_19","mag":"1685853138"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-88351-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88351-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210184122","display_name":"Environmental science and engineering","issn_l":"1863-5520","issn":["1863-5520","1863-5539"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Science and Engineering","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/A5047125862","display_name":"Giorgio Corani","orcid":"https://orcid.org/0000-0002-1541-8384"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"G. Corani","raw_affiliation_strings":["IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075788426","display_name":"Andrea Emilio Rizzoli","orcid":"https://orcid.org/0000-0001-8179-0750"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"A.E. Rizzoli","raw_affiliation_strings":["IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland","Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale (IDSIA), Galleria 2, 6928, Manno, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279"]},{"raw_affiliation_string":"Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale (IDSIA), Galleria 2, 6928, Manno, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055179862","display_name":"Anna Paola Salvetti","orcid":"https://orcid.org/0000-0002-5513-2241"},"institutions":[{"id":"https://openalex.org/I4210107434","display_name":"Repubblica e Cantone Ticino","ror":"https://ror.org/01v6fb724","country_code":"CH","type":"government","lineage":["https://openalex.org/I4210107434"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"A. Salvetti","raw_affiliation_strings":["Dipartimento del Territorio Cantone Ticino, Ufficio dei corsi d\u2019acqua, 6500 Bellinzona, Switzerland","Dipartimento di Elettronica e Informazione, Politecnico di Milano, 20122 Milano, Italy","Dipartimento del Territorio Cantone Ticino, Ufficio dei corsi d'acqua, 6500 Bellinzona, Switzerland"],"affiliations":[{"raw_affiliation_string":"Dipartimento del Territorio Cantone Ticino, Ufficio dei corsi d\u2019acqua, 6500 Bellinzona, Switzerland","institution_ids":["https://openalex.org/I4210107434"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, 20122 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento del Territorio Cantone Ticino, Ufficio dei corsi d'acqua, 6500 Bellinzona, Switzerland","institution_ids":["https://openalex.org/I4210107434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007403791","display_name":"Marco Zaffalon","orcid":"https://orcid.org/0000-0001-8908-1502"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"M. Zaffalon","raw_affiliation_strings":["IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDSIA (Istituto Dalle Molle Intelligenza Artificiale), 6928 Manno-Lugano, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047125862"],"corresponding_institution_ids":["https://openalex.org/I2614128279"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.15583075,"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":"252","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9983999729156494,"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":0.9983999729156494,"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/T10969","display_name":"Water resources management and optimization","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9855999946594238,"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/decision-maker","display_name":"Decision maker","score":0.5649659037590027},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.522436797618866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4996910095214844},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4766457974910736},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4560340642929077},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4390289783477783},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.42380616068840027},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41482013463974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3554132580757141},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34307345747947693},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24519619345664978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2247871458530426},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.13267895579338074}],"concepts":[{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.5649659037590027},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.522436797618866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4996910095214844},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4766457974910736},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4560340642929077},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4390289783477783},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.42380616068840027},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41482013463974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3554132580757141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34307345747947693},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24519619345664978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2247871458530426},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.13267895579338074},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-540-88351-7_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-88351-7_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210184122","display_name":"Environmental science and engineering","issn_l":"1863-5520","issn":["1863-5520","1863-5539"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Science and Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.299.31","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.299.31","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idsia.ch/~giorgio/pdf/corani-itee.pdf","raw_type":"text"},{"id":"pmh:oai:re.public.polimi.it:11311/568261","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/568261","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W1974284277","https://openalex.org/W1996617170","https://openalex.org/W2099943201","https://openalex.org/W2105738427","https://openalex.org/W2151002464"],"related_works":["https://openalex.org/W3018365851","https://openalex.org/W76510542","https://openalex.org/W2128528306","https://openalex.org/W3207484021","https://openalex.org/W1984299018","https://openalex.org/W2371001293","https://openalex.org/W3123600015","https://openalex.org/W571273410","https://openalex.org/W2271479493","https://openalex.org/W4244900409"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
