{"id":"https://openalex.org/W3036272567","doi":"https://doi.org/10.1007/s00521-020-05074-4","title":"Advanced stochastic approaches for Sobol\u2019 sensitivity indices evaluation","display_name":"Advanced stochastic approaches for Sobol\u2019 sensitivity indices evaluation","publication_year":2020,"publication_date":"2020-06-21","ids":{"openalex":"https://openalex.org/W3036272567","doi":"https://doi.org/10.1007/s00521-020-05074-4","mag":"3036272567"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05074-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05074-4","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/A5078762918","display_name":"Venelin Todorov","orcid":"https://orcid.org/0000-0001-7134-5901"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]}],"countries":["BG"],"is_corresponding":true,"raw_author_name":"Venelin Todorov","raw_affiliation_strings":["Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria","Information Modeling Department, Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Block 8, 1113, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]},{"raw_affiliation_string":"Information Modeling Department, Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Acad. Georgi Bonchev Str., Block 8, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052736928","display_name":"Ivan Dimov","orcid":"https://orcid.org/0000-0003-4198-5830"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]},{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Ivan Dimov","raw_affiliation_strings":["Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011482920","display_name":"Tzvetan Ostromsky","orcid":"https://orcid.org/0000-0003-2367-6831"},"institutions":[{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]},{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Tzvetan Ostromsky","raw_affiliation_strings":["Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000444703","display_name":"Stoyan Apostolov","orcid":"https://orcid.org/0000-0002-0798-9857"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Stoyan Apostolov","raw_affiliation_strings":["Faculty of Mathematics and Informatics, Sofia University, 1126, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University, 1126, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063816508","display_name":"Rayna Georgieva","orcid":"https://orcid.org/0000-0002-2670-3156"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"funder","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Rayna Georgieva","raw_affiliation_strings":["Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"Department of Parallel Algorithms, Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Block 25 A, 1113, Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003423551","display_name":"Yuri Dimitrov","orcid":"https://orcid.org/0000-0001-6707-9583"},"institutions":[{"id":"https://openalex.org/I170627324","display_name":"University of Forestry","ror":"https://ror.org/033t8gt11","country_code":"BG","type":"education","lineage":["https://openalex.org/I170627324"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Yuri Dimitrov","raw_affiliation_strings":["University of Forestry, Sofia, Bulgaria"],"affiliations":[{"raw_affiliation_string":"University of Forestry, Sofia, Bulgaria","institution_ids":["https://openalex.org/I170627324"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041675463","display_name":"Zahari Zlatev","orcid":"https://orcid.org/0000-0003-4904-7486"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Zahari Zlatev","raw_affiliation_strings":["Department of Environmental Science, Aarhus University, Roskilde, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Aarhus University, Roskilde, Denmark","institution_ids":["https://openalex.org/I204337017"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5078762918"],"corresponding_institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926","https://openalex.org/I4210163063"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.9079,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.95181192,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"33","issue":"6","first_page":"1999","last_page":"2014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12404","display_name":"Mathematical Approximation and Integration","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"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/T13126","display_name":"Scientific Research and Discoveries","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sobol-sequence","display_name":"Sobol sequence","score":0.9877718687057495},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.8477540016174316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5581339001655579},{"id":"https://openalex.org/keywords/variance-based-sensitivity-analysis","display_name":"Variance-based sensitivity analysis","score":0.49671775102615356},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.459760844707489},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4508048892021179},{"id":"https://openalex.org/keywords/polynomial-chaos","display_name":"Polynomial chaos","score":0.44023871421813965},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.43359193205833435},{"id":"https://openalex.org/keywords/mathematical-model","display_name":"Mathematical model","score":0.4233067035675049},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.41391873359680176},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3750153183937073},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.22875410318374634},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17047885060310364},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14490243792533875}],"concepts":[{"id":"https://openalex.org/C49740808","wikidata":"https://www.wikidata.org/wiki/Q7550116","display_name":"Sobol sequence","level":3,"score":0.9877718687057495},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.8477540016174316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5581339001655579},{"id":"https://openalex.org/C108311543","wikidata":"https://www.wikidata.org/wiki/Q7915756","display_name":"Variance-based sensitivity analysis","level":4,"score":0.49671775102615356},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.459760844707489},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4508048892021179},{"id":"https://openalex.org/C197656079","wikidata":"https://www.wikidata.org/wiki/Q17147719","display_name":"Polynomial chaos","level":3,"score":0.44023871421813965},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.43359193205833435},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.4233067035675049},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.41391873359680176},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3750153183937073},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.22875410318374634},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17047885060310364},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14490243792533875},{"id":"https://openalex.org/C152587130","wikidata":"https://www.wikidata.org/wiki/Q7092351","display_name":"One-way analysis of variance","level":3,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-020-05074-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05074-4","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"},{"id":"pmh:oai:pure.atira.dk:publications/41f19fa6-7aea-4bb0-9e37-a12801d5a5f8","is_oa":false,"landing_page_url":"https://pure.au.dk/portal/en/publications/41f19fa6-7aea-4bb0-9e37-a12801d5a5f8","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Todorov, V, Dimov, I, Ostromsky, T, Apostolov, S, Georgieva, R, Dimitrov, Y & Zlatev, Z 2021, 'Advanced stochastic approaches for Sobol' sensitivity indices evaluation', Neural Computing and Applications, vol. 33, no. 6, pp. 1999-2014. https://doi.org/10.1007/s00521-020-05074-4","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4270450181","display_name":null,"funder_award_id":"DN 12/5-2017","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"},{"id":"https://openalex.org/G4724944999","display_name":null,"funder_award_id":"National Program - 2020 \"Young scientists and Postdoctoral candidates\"","funder_id":"https://openalex.org/F4320321842","funder_display_name":"Ministry of Education, Youth and Science"}],"funders":[{"id":"https://openalex.org/F4320321842","display_name":"Ministry of Education, Youth and Science","ror":"https://ror.org/053pcb396"},{"id":"https://openalex.org/F4320321843","display_name":"Bulgarian National Science Fund","ror":"https://ror.org/05eg49r29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W8193240","https://openalex.org/W55010732","https://openalex.org/W95984517","https://openalex.org/W177917224","https://openalex.org/W225736130","https://openalex.org/W429043599","https://openalex.org/W598051755","https://openalex.org/W647800561","https://openalex.org/W1442970409","https://openalex.org/W1511259203","https://openalex.org/W1533955387","https://openalex.org/W1557786636","https://openalex.org/W1562300086","https://openalex.org/W1579647295","https://openalex.org/W1581626193","https://openalex.org/W1581767427","https://openalex.org/W1587086928","https://openalex.org/W1595495130","https://openalex.org/W1938947360","https://openalex.org/W1968860355","https://openalex.org/W1971362449","https://openalex.org/W1972955129","https://openalex.org/W1973492181","https://openalex.org/W1976544585","https://openalex.org/W1983024074","https://openalex.org/W1989439787","https://openalex.org/W1994808647","https://openalex.org/W2007576462","https://openalex.org/W2010380803","https://openalex.org/W2013811797","https://openalex.org/W2017001763","https://openalex.org/W2020693159","https://openalex.org/W2025911110","https://openalex.org/W2026645785","https://openalex.org/W2029056135","https://openalex.org/W2029767409","https://openalex.org/W2036205387","https://openalex.org/W2045422729","https://openalex.org/W2051344283","https://openalex.org/W2051626806","https://openalex.org/W2076874814","https://openalex.org/W2077743743","https://openalex.org/W2079604837","https://openalex.org/W2084137543","https://openalex.org/W2084937640","https://openalex.org/W2089520569","https://openalex.org/W2090346540","https://openalex.org/W2094509095","https://openalex.org/W2101589741","https://openalex.org/W2103340675","https://openalex.org/W2110930696","https://openalex.org/W2111046434","https://openalex.org/W2126004257","https://openalex.org/W2132042164","https://openalex.org/W2137741627","https://openalex.org/W2151084831","https://openalex.org/W2151868609","https://openalex.org/W2163467071","https://openalex.org/W2170219930","https://openalex.org/W2291176401","https://openalex.org/W2318856246","https://openalex.org/W2507709486","https://openalex.org/W2618923174","https://openalex.org/W2803238718","https://openalex.org/W2912244676","https://openalex.org/W2963592159","https://openalex.org/W2995161752","https://openalex.org/W3011730451","https://openalex.org/W4210441770","https://openalex.org/W4247477375","https://openalex.org/W4285719527","https://openalex.org/W4300580367"],"related_works":["https://openalex.org/W4300567873","https://openalex.org/W4352981514","https://openalex.org/W2321583666","https://openalex.org/W2018340171","https://openalex.org/W2015607830","https://openalex.org/W2049774453","https://openalex.org/W2597598922","https://openalex.org/W2951907626","https://openalex.org/W4301851442","https://openalex.org/W1980764637"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
