{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,27]],"date-time":"2025-06-27T04:06:09Z","timestamp":1750997169194,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","funder":[{"name":"Opening Project of Key Laboratory of Ministry of Education (Cultivation), Southwest University of Science and Technology","award":["24kfsk01"],"award-info":[{"award-number":["24kfsk01"]}]},{"name":"National Natural Science Foundation of China","award":["U23A20296"],"award-info":[{"award-number":["U23A20296"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,2,21]]},"DOI":"10.1145\/3725472.3725475","type":"proceedings-article","created":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T11:46:11Z","timestamp":1750938371000},"page":"15-22","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Multivariate Time-Series Data Anomaly Detection via Dimension Independence and Reconstruction"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8391-7385","authenticated-orcid":false,"given":"Wei","family":"Hu","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0929-5234","authenticated-orcid":false,"given":"Jianqiu","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4717-9231","authenticated-orcid":false,"given":"Xujian","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, Sichuan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2025,6,26]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467174"},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3444690"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-021-00655-8"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2958185"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16523"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-71368-7_8"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219845"},{"key":"e_1_3_3_1_8_2","volume-title":"Advances in Neural Information Processing Systems 35","author":"Liu Yong","year":"2022","unstructured":"Yong Liu, Haixu Wu, Jianmin Wang, and Mingsheng Long. 2022. Non-stationary transformers: exploring the stationarity in time series forecasting. Advances in Neural Information Processing Systems 35, (December 2022), 9881\u20139893."},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00147"},{"key":"e_1_3_3_1_10_2","volume-title":"Proceedings of the International Conference on Learning Representations, 2023","author":"Nie Yuqi","year":"2023","unstructured":"Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, and Jayant Kalagnanam. 2023. A time series is worth 64 words: long-term forecasting with transformers. In Proceedings of the International Conference on Learning Representations, 2023. Kigali, Rwanda. Retrieved April 21, 2024 from https:\/\/openreview.net\/forum?id=Jbdc0vTOcol"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.12720\/jait.15.7.886-895"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.14778\/3538598.3538602"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098144"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330672"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.14778\/3611479.3611536"},{"key":"e_1_3_3_1_16_2","volume-title":"Advances in Neural Information Processing Systems 30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. Advances in Neural Information Processing Systems 30, (December 2017), 6000\u20136010."},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3653924.3653931"},{"key":"e_1_3_3_1_18_2","volume-title":"Proceedings of the International Conference on Learning Representations, 2023","author":"Wu Haixu","year":"2023","unstructured":"Haixu Wu, Tengge Hu, Yong Liu, Hang Zhou, Jianmin Wang, and Mingsheng Long. 2023. TimesNet: temporal 2D-variation modeling for general time series analysis. In Proceedings of the International Conference on Learning Representations, 2023. Kigali, Rwanda. Retrieved April 22, 2024 from https:\/\/openreview.net\/forum?id=ju_Uqw384Oq"},{"key":"e_1_3_3_1_19_2","volume-title":"Proceedings of the International Conference on Learning Representations","author":"Xu Jiehui","year":"2022","unstructured":"Jiehui Xu, Haixu Wu, Jianmin Wang, and Mingsheng Long. 2022. Anomaly transformer: time series anomaly detection with association discrepancy. In Proceedings of the International Conference on Learning Representations, January 28, 2022. Virtual Event. Retrieved May 6, 2023 from https:\/\/openreview.net\/forum?id=LzQQ89U1qm_"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1145\/3691338"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467401"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00093"}],"event":{"name":"DSDE 2025: 2025 The 8th International Conference on Data Storage and Data Engineering","location":"Nanjing China","acronym":"DSDE 2025"},"container-title":["Proceedings of the 2025 8th International Conference on Data Storage and Data Engineering"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3725472.3725475","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,26]],"date-time":"2025-06-26T11:46:16Z","timestamp":1750938376000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3725472.3725475"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,21]]},"references-count":22,"alternative-id":["10.1145\/3725472.3725475","10.1145\/3725472"],"URL":"https:\/\/doi.org\/10.1145\/3725472.3725475","relation":{},"subject":[],"published":{"date-parts":[[2025,2,21]]},"assertion":[{"value":"2025-06-26","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}