{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T05:09:35Z","timestamp":1768453775642,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,10,24]]},"DOI":"10.1145\/3777577.3777587","type":"proceedings-article","created":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T18:07:00Z","timestamp":1768414020000},"page":"66-71","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Use the results obtained through principal component analysis to verify whether the results of the decision tree are consistent"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-5258-0912","authenticated-orcid":false,"given":"Zihui","family":"Dong","sequence":"first","affiliation":[{"name":"Department of Information Engineering Federation University Australia, Hebei University of Science and Technology, Shijiazhuang, Hebei, China"}]}],"member":"320","published-online":{"date-parts":[[2026,1,14]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"publisher","DOI":"10.1051\/matecconf\/20165604002"},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1108\/MBE-05-2020-007"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1186\/s12245-024-00681-7"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2023.100979"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-05029-8_25"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2015.0202"},{"key":"e_1_3_3_1_7_2","volume-title":"How to improve decision tree performance with PCA. Medium.","author":"Erickson S.","year":"2024","unstructured":"Erickson, S. (2024). How to improve decision tree performance with PCA. Medium. Retrieved from https:\/\/medium.com\/@samuelerickson977\/how-to-improve-decision-tree-performance-with-pca-b0b3107b71ce."},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1037\/h0071325"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.48550\/arxiv.1404.1100"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2015.0202"},{"key":"e_1_3_3_1_11_2","volume-title":"Why you should use PCA before decision trees. Personal Blog.","author":"Kilitcioglu D.","year":"2018","unstructured":"Kilitcioglu, D. (2018). Why you should use PCA before decision trees. Personal Blog. Retrieved from https:\/\/dorukkilitcioglu.com\/2018\/08\/11\/pca-decision-tree.html."},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/2513228.2513281"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.211"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-024-00905-w"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.25236\/AJCIS.2024.071206"}],"event":{"name":"ISAIMS 2025: 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","location":"Wuhan China","acronym":"ISAIMS 2025"},"container-title":["Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3777577.3777587","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T18:12:24Z","timestamp":1768414344000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3777577.3777587"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,24]]},"references-count":15,"alternative-id":["10.1145\/3777577.3777587","10.1145\/3777577"],"URL":"https:\/\/doi.org\/10.1145\/3777577.3777587","relation":{},"subject":[],"published":{"date-parts":[[2025,10,24]]},"assertion":[{"value":"2026-01-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}