{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T07:10:10Z","timestamp":1750749010138,"version":"3.41.0"},"reference-count":16,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T00:00:00Z","timestamp":1746403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T00:00:00Z","timestamp":1746403200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61906170"],"award-info":[{"award-number":["61906170"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007834","name":"Ningbo Municipal Natural Science Foundation","doi-asserted-by":"publisher","award":["2022Z233,2021Z050,2022S002,2023J403"],"award-info":[{"award-number":["2022Z233,2021Z050,2022S002,2023J403"]}],"id":[{"id":"10.13039\/100007834","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,5]]},"DOI":"10.1109\/cscwd64889.2025.11033512","type":"proceedings-article","created":{"date-parts":[[2025,6,23]],"date-time":"2025-06-23T17:24:40Z","timestamp":1750699480000},"page":"776-781","source":"Crossref","is-referenced-by-count":0,"title":["SPDM: Spatiotemporal-Periodic Diffusion Model for Multivariate Time Series Imputation"],"prefix":"10.1109","author":[{"given":"Qia","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Information Technology, Shanghai Ocean University,Shanghai,China"}]},{"given":"Renfang","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Big Data and Software Engineering, Zhejiang Wanli University,Ningbo,China"}]},{"given":"Hong","family":"Qiu","sequence":"additional","affiliation":[{"name":"College of Big Data and Software Engineering, Zhejiang Wanli University,Ningbo,China"}]},{"given":"Xiufeng","family":"Liu","sequence":"additional","affiliation":[{"name":"Management and Economics Technical University of Denmark,Department of Technology,Kgs. Lyngby,Denmark"}]},{"given":"Xu","family":"Cheng","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Tianjin University of Technology,Tianjin,China"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Temporal regularized matrix factorization for high-dimensional time series prediction","volume":"29","author":"Yu","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.119619"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2024.110312"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3443141"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3523043"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2024.3451718"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3053599"},{"key":"ref8","first-page":"1651","article-title":"Gp-vae: Deep probabilistic time series imputation","volume-title":"International conference on artificial intelligence and statistics","author":"Fortuin","year":"2020"},{"key":"ref9","first-page":"5689","article-title":"Gain: Missing data imputation using generative adversarial nets","volume-title":"International conference on machine learning","author":"Yoon","year":"2018"},{"key":"ref10","first-page":"24804","article-title":"Csdi: Conditional score-based diffusion models for probabilistic time series imputation","volume":"34","author":"Tashiro","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE55515.2023.00150"},{"key":"ref12","first-page":"27268","article-title":"Fedformer: Frequency enhanced decomposed transformer for long-term series fore-casting","volume-title":"International conference on machine learning","author":"Zhou","year":"2022"},{"article-title":"St-mvl: Filling missing values in geo-sensory time series data","volume-title":"Proceedings of the 25th international joint conference on artificial intelligence, 2016","author":"Yi","key":"ref13"},{"key":"ref14","article-title":"Diffusion convolutional recurrent neural network: Data-driven traffic forecasting","author":"Li","year":"2017","journal-title":"arXiv preprint arXiv"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.22.10.1087"}],"event":{"name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","start":{"date-parts":[[2025,5,5]]},"location":"Compiegne, France","end":{"date-parts":[[2025,5,7]]}},"container-title":["2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11033175\/11033221\/11033512.pdf?arnumber=11033512","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T06:36:25Z","timestamp":1750746985000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11033512\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,5]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1109\/cscwd64889.2025.11033512","relation":{},"subject":[],"published":{"date-parts":[[2025,5,5]]}}}