{"id":"https://openalex.org/W3009622211","doi":"https://doi.org/10.1016/j.envsoft.2020.104681","title":"An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty","display_name":"An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty","publication_year":2020,"publication_date":"2020-03-03","ids":{"openalex":"https://openalex.org/W3009622211","doi":"https://doi.org/10.1016/j.envsoft.2020.104681","mag":"3009622211"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2020.104681","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2020.104681","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","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/A5051245085","display_name":"Federico Giudici","orcid":"https://orcid.org/0000-0001-7098-7953"},"institutions":[{"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":["IT"],"is_corresponding":false,"raw_author_name":"Federico Giudici","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088803594","display_name":"Andrea Castelletti","orcid":"https://orcid.org/0000-0002-7923-1498"},"institutions":[{"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":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Castelletti","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003180662","display_name":"Matteo Giuliani","orcid":"https://orcid.org/0000-0002-4780-9347"},"institutions":[{"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":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Giuliani","raw_affiliation_strings":["Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Piazza L. da Vinci, 32, I-20133 Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010973652","display_name":"Holger R. Maier","orcid":"https://orcid.org/0000-0002-0277-6887"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Holger R. Maier","raw_affiliation_strings":["School of Civil, Environmental and Mining Engineering, The University of Adelaide, Adelaide 5005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Environmental and Mining Engineering, The University of Adelaide, Adelaide 5005, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088803594"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":3100,"currency":"USD","value_usd":3100},"apc_paid":null,"fwci":4.9619,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.95537956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"127","issue":null,"first_page":"104681","last_page":"104681"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9983000159263611,"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/T11053","display_name":"Process Optimization and Integration","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12072","display_name":"Machine Learning and Algorithms","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6917887926101685},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.6487886905670166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6144382953643799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4912111163139343},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4829506278038025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4329652786254883},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14560335874557495}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6917887926101685},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.6487886905670166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6144382953643799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4912111163139343},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4829506278038025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4329652786254883},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14560335874557495},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.envsoft.2020.104681","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2020.104681","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling & Software","raw_type":"journal-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/129644","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/129644","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1016/j.envsoft.2020.104681","raw_type":"Journal article"},{"id":"pmh:oai:re.public.polimi.it:11311/1135713","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1135713","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/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W207447756","https://openalex.org/W607674676","https://openalex.org/W1494206883","https://openalex.org/W1562904705","https://openalex.org/W1568513494","https://openalex.org/W1585794916","https://openalex.org/W1932666709","https://openalex.org/W1975408755","https://openalex.org/W1980386208","https://openalex.org/W1985283069","https://openalex.org/W1995299836","https://openalex.org/W1996228459","https://openalex.org/W1999037892","https://openalex.org/W2000032235","https://openalex.org/W2006760308","https://openalex.org/W2017795107","https://openalex.org/W2018051879","https://openalex.org/W2036492581","https://openalex.org/W2044111471","https://openalex.org/W2046495522","https://openalex.org/W2050725057","https://openalex.org/W2051810689","https://openalex.org/W2053974573","https://openalex.org/W2065869505","https://openalex.org/W2067883586","https://openalex.org/W2070407622","https://openalex.org/W2073094475","https://openalex.org/W2075966418","https://openalex.org/W2088748018","https://openalex.org/W2089851599","https://openalex.org/W2091929219","https://openalex.org/W2092288318","https://openalex.org/W2101412657","https://openalex.org/W2102110754","https://openalex.org/W2107956015","https://openalex.org/W2108083220","https://openalex.org/W2124841001","https://openalex.org/W2134928062","https://openalex.org/W2137854332","https://openalex.org/W2144389722","https://openalex.org/W2148407406","https://openalex.org/W2166390850","https://openalex.org/W2235437641","https://openalex.org/W2254345962","https://openalex.org/W2266890668","https://openalex.org/W2273282267","https://openalex.org/W2347195477","https://openalex.org/W2485959410","https://openalex.org/W2490573886","https://openalex.org/W2509731930","https://openalex.org/W2520383628","https://openalex.org/W2522770667","https://openalex.org/W2529491643","https://openalex.org/W2569084698","https://openalex.org/W2570764145","https://openalex.org/W2600926944","https://openalex.org/W2604635055","https://openalex.org/W2783610119","https://openalex.org/W2800455671","https://openalex.org/W2883521025","https://openalex.org/W2894811280","https://openalex.org/W2944349578","https://openalex.org/W2949071206","https://openalex.org/W2979534412","https://openalex.org/W2988498650","https://openalex.org/W2992141781","https://openalex.org/W6722214660","https://openalex.org/W6754625557"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":8}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}