{"id":"https://openalex.org/W4296177824","doi":"https://doi.org/10.1016/j.ress.2022.108811","title":"Reliable neural networks for regression uncertainty estimation","display_name":"Reliable neural networks for regression uncertainty estimation","publication_year":2022,"publication_date":"2022-09-17","ids":{"openalex":"https://openalex.org/W4296177824","doi":"https://doi.org/10.1016/j.ress.2022.108811","mag":"3199607229"},"language":"en","primary_location":{"id":"doi:10.1016/j.ress.2022.108811","doi":"https://doi.org/10.1016/j.ress.2022.108811","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2022.108811","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Reliability Engineering &amp; System Safety","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.08213","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007004809","display_name":"Tony Tohme","orcid":"https://orcid.org/0000-0002-0922-4591","observed_orcids":["https://orcid.org/0000-0002-0922-4591"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tony Tohme","raw_affiliation_strings":["Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-0922-4591","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023432687","display_name":"Kevin Vanslette","orcid":"https://orcid.org/0000-0002-3552-9970","observed_orcids":["https://orcid.org/0000-0002-3552-9970"]},"institutions":[{"id":"https://openalex.org/I4388891764","display_name":"Raytheon (United States)","ror":"https://ror.org/03gkvrb60","country_code":"US","type":"company","lineage":["https://openalex.org/I1306686416","https://openalex.org/I4388891764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Vanslette","raw_affiliation_strings":["Raytheon BBN Technologies, Cambridge, MA 02138, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raytheon BBN Technologies, Cambridge, MA 02138, United States of America","institution_ids":["https://openalex.org/I4388891764"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086271665","display_name":"Kamal Youcef\u2010Toumi","orcid":"https://orcid.org/0000-0001-6755-1534","observed_orcids":["https://orcid.org/0000-0001-6755-1534"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kamal Youcef-Toumi","raw_affiliation_strings":["Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States of America","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007004809"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":{"value":3600,"currency":"USD","value_usd":3600},"apc_paid":null,"fwci":1.195,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.78646999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"229","issue":null,"first_page":"108811","last_page":"108811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.8398000001907349,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.8398000001907349,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.09080000221729279,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.018200000748038292,"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/loss-function-design","display_name":"loss function design","score":0.7379999756813049},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.9269999861717224},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.7829999923706055},{"id":"https://openalex.org/keywords/out-of-distribution-robustness","display_name":"out-of-distribution robustness","score":0.8360000252723694},{"id":"https://openalex.org/keywords/maximum-likelihood-estimation","display_name":"maximum likelihood estimation","score":0.8190000057220459},{"id":"https://openalex.org/keywords/forecast-uncertainty","display_name":"forecast uncertainty","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6228068470954895},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.598793625831604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5882577300071716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.565792441368103},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5586289167404175},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5363487005233765},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49872684478759766},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4875325858592987},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45020145177841187},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2740524411201477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2320510447025299},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1144116222858429},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1016/j.ress.2022.108811","doi":"https://doi.org/10.1016/j.ress.2022.108811","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ress.2022.108811","pdf_url":null,"source":{"id":"https://openalex.org/S202403813","display_name":"Reliability Engineering & System Safety","issn_l":"0951-8320","issn":["0951-8320","1879-0836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","jufo-3","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Reliability Engineering &amp; System Safety","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2109.08213","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.08213","pdf_url":"https://arxiv.org/pdf/2109.08213","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3199607229","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2109.08213.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:RePEc:eee:reensy:v:229:y:2023:i:c:s0951832022004306","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0951832022004306","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.48550/arxiv.2109.08213","doi":"https://doi.org/10.48550/arxiv.2109.08213","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2109.08213","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.08213","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.08213","pdf_url":"https://arxiv.org/pdf/2109.08213","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309369","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"},{"id":"https://openalex.org/F4320322997","display_name":"King Abdulaziz City for Science and Technology","ror":"https://ror.org/05tdz6m39"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296177824.pdf","grobid_xml":"https://content.openalex.org/works/W4296177824.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W582134693","https://openalex.org/W1494192115","https://openalex.org/W1560021816","https://openalex.org/W1569946230","https://openalex.org/W1614298861","https://openalex.org/W1665214252","https://openalex.org/W1719489212","https://openalex.org/W1922655562","https://openalex.org/W2066554066","https://openalex.org/W2098772981","https://openalex.org/W2108677974","https://openalex.org/W2117130368","https://openalex.org/W2117670920","https://openalex.org/W2130942839","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2254249950","https://openalex.org/W2296719434","https://openalex.org/W2302053044","https://openalex.org/W2462906003","https://openalex.org/W2531327146","https://openalex.org/W2556372419","https://openalex.org/W2559655401","https://openalex.org/W2560321925","https://openalex.org/W2600383743","https://openalex.org/W2604272474","https://openalex.org/W2612690371","https://openalex.org/W2612708909","https://openalex.org/W2626967530","https://openalex.org/W2806471870","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2931956067","https://openalex.org/W2947216528","https://openalex.org/W2948194985","https://openalex.org/W2960049510","https://openalex.org/W2963275203","https://openalex.org/W2977983631","https://openalex.org/W2979721738","https://openalex.org/W3036665192","https://openalex.org/W3045340506","https://openalex.org/W3046003081","https://openalex.org/W3086749100","https://openalex.org/W3102512603","https://openalex.org/W3127555754","https://openalex.org/W3157026294","https://openalex.org/W3162715830","https://openalex.org/W3165720780","https://openalex.org/W3206065876","https://openalex.org/W3217291690","https://openalex.org/W4212774754","https://openalex.org/W4214726552","https://openalex.org/W4220989263","https://openalex.org/W4224273747","https://openalex.org/W4226047714","https://openalex.org/W4243847365","https://openalex.org/W6697265569"],"related_works":["https://openalex.org/W3199607229","https://openalex.org/W2560321925","https://openalex.org/W4414107353","https://openalex.org/W4210499386","https://openalex.org/W4381826790","https://openalex.org/W4382239711","https://openalex.org/W4399991993","https://openalex.org/W3126188510","https://openalex.org/W4287754345","https://openalex.org/W3187359107"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-09-18T00:00:00"}
