{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T08:31:00Z","timestamp":1770971460257,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,3,4]],"date-time":"2024-03-04T00:00:00Z","timestamp":1709510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,3,4]]},"DOI":"10.1145\/3616855.3635732","type":"proceedings-article","created":{"date-parts":[[2024,3,4]],"date-time":"2024-03-04T18:18:12Z","timestamp":1709576292000},"page":"1155-1157","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Using Causal Inference to Solve Uncertainty Issues in Dataset Shift"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-1904-0542","authenticated-orcid":false,"given":"Song","family":"Shuang","sequence":"first","affiliation":[{"name":"Universiti Utara Malyasia, Kedah, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9379-7351","authenticated-orcid":false,"given":"Muhammad Syafiq Bin","family":"Mohd Pozi","sequence":"additional","affiliation":[{"name":"Universiti Utara Malyasia, Kedah, Malaysia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2024,3,4]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"Martin Arjovsky L\u00e9on Bottou Ishaan Gulrajani and David Lopez-Paz. 2020. Invariant Risk Minimization. arXiv:1907.02893 [stat.ML]"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2022.3150264"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_38"},{"key":"e_1_3_2_2_4_1","volume-title":"Invariant Causal Representation Learning for Out-of- Distribution Generalization. In International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=-e4EXDWXnSn","author":"Lu Chaochao","year":"2022","unstructured":"Chaochao Lu, Yuhuai Wu, Jos\u00e9 Miguel Hern\u00e1ndez-Lobato, and Bernhard Sch\u00f6lkopf. 2022. Invariant Causal Representation Learning for Out-of- Distribution Generalization. In International Conference on Learning Representations. https:\/\/openreview.net\/forum?id=-e4EXDWXnSn"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2018.2876857"},{"key":"e_1_3_2_2_6_1","volume-title":"Invariance-Based Causal Estimation in the Presence of Concept Drift. In UAI 2022 Workshop on Causal Representation Learning.","author":"Matton Katie","year":"2022","unstructured":"Katie Matton, John Guttag, and Rosalind Picard. 2022. Invariance-Based Causal Estimation in the Presence of Concept Drift. In UAI 2022 Workshop on Causal Representation Learning."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011"},{"key":"e_1_3_2_2_8_1","unstructured":"Krikamol Muandet David Balduzzi and Bernhard Sch\u00f6lkopf. 2013. Domain Generalization via Invariant Feature Representation. arXiv:1301.2115 [stat.ML]"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"crossref","unstructured":"Judea Pearl. 2009. Causal inference in statistics: An overview. (2009).","DOI":"10.1214\/09-SS057"},{"key":"e_1_3_2_2_10_1","volume-title":"Causal inference in statistics: A primer","author":"Pearl Judea","unstructured":"Judea Pearl, Madelyn Glymour, and Nicholas P Jewell. 2016. Causal inference in statistics: A primer. John Wiley & Sons."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/j.2333-"},{"key":"e_1_3_2_2_12_1","unstructured":"Adarsh Subbaswamy Roy Adams and Suchi Saria. 2021. Evaluating Model Robustness and Stability to Dataset Shift. arXiv:2010.15100 [cs.LG]"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1515\/jci-2021-0042"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3531232.3531264"},{"key":"e_1_3_2_2_15_1","unstructured":"Zihao Wang and Victor Veitch. 2023. The Causal Structure of Domain Invariant Supervised Representation Learning. arXiv:2208.06987 [stat.ML]"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"crossref","unstructured":"Zilong Zhang Zhibin Zhao Xingwu Zhang Chuang Sun and Xuefeng Chen. 2023. Industrial Anomaly Detection with Domain Shift: A Real-world Dataset and Masked Multi-scale Reconstruction. arXiv:2304.02216 [cs.CV]","DOI":"10.1016\/j.compind.2023.103990"}],"event":{"name":"WSDM '24: The 17th ACM International Conference on Web Search and Data Mining","location":"Merida Mexico","acronym":"WSDM '24","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 17th ACM International Conference on Web Search and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3616855.3635732","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3616855.3635732","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T00:50:39Z","timestamp":1755823839000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3616855.3635732"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,4]]},"references-count":16,"alternative-id":["10.1145\/3616855.3635732","10.1145\/3616855"],"URL":"https:\/\/doi.org\/10.1145\/3616855.3635732","relation":{},"subject":[],"published":{"date-parts":[[2024,3,4]]},"assertion":[{"value":"2024-03-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}