{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T03:55:23Z","timestamp":1775620523467,"version":"3.50.1"},"reference-count":10,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T00:00:00Z","timestamp":1720396800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,7,8]]},"DOI":"10.23919\/fusion59988.2024.10706369","type":"proceedings-article","created":{"date-parts":[[2024,10,11]],"date-time":"2024-10-11T17:19:50Z","timestamp":1728667190000},"page":"1-9","source":"Crossref","is-referenced-by-count":2,"title":["A Qualitative Causal Approach to Determining Adequate Training Data Quantity for Machine Learning"],"prefix":"10.23919","author":[{"given":"F.","family":"Mignet","sequence":"first","affiliation":[{"name":"Thales Nederland,Delft,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F.","family":"Slijkhuis","sequence":"additional","affiliation":[{"name":"Thales Nederland,Delft,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Abouhafc","sequence":"additional","affiliation":[{"name":"Thales Nederland,Delft,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Pavlin","sequence":"additional","affiliation":[{"name":"Thales Nederland,Delft,The Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K. B.","family":"Laskey","sequence":"additional","affiliation":[{"name":"George Mason University,Fairfax,VA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.23919\/fusion52260.2023.10224126"},{"key":"ref2","volume-title":"Pattern Recognition and Machine Learning","author":"Bishop","year":"2006"},{"key":"ref3","article-title":"The Book of Why","author":"Pearl","year":"2018","journal-title":"Basic Books"},{"key":"ref4","article-title":"Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","author":"Pearl","year":"1988"},{"issue":"3","key":"ref5","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1080\/00031305.1978.10479265","article-title":"A note on sample size estimation for multinomial populations","volume":"32","author":"Tortora","year":"1978","journal-title":"The American Statistician"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1965.10490252"},{"issue":"429","key":"ref7","first-page":"366","article-title":"Simultaneous confidence intervals and sample size determination for multinomial proportions","volume-title":"Journal of the American Statistical Association","volume":"90","author":"Sison"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4135\/9781483359922.n267"},{"key":"ref9","article-title":"Deep learning generalizes because the parameter-function map is biased towards simple functions","author":"Valle-P\u00e9rez","year":"2019"},{"key":"ref10","article-title":"Machine learning-a probabilistic perspective","author":"Murphy","year":"2012","journal-title":"Adaptive computation and machine learning series"}],"event":{"name":"2024 27th International Conference on Information Fusion (FUSION)","location":"Venice, Italy","start":{"date-parts":[[2024,7,8]]},"end":{"date-parts":[[2024,7,11]]}},"container-title":["2024 27th International Conference on Information Fusion (FUSION)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10706250\/10706251\/10706369.pdf?arnumber=10706369","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,12]],"date-time":"2024-10-12T04:34:03Z","timestamp":1728707643000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10706369\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,8]]},"references-count":10,"URL":"https:\/\/doi.org\/10.23919\/fusion59988.2024.10706369","relation":{},"subject":[],"published":{"date-parts":[[2024,7,8]]}}}