{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/anoviz-a-visual-inspection-tool-of-anomalies","title":"AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series","arxiv_id":null,"date":"2023-09-06","proceeding":"Proceedings of the AAAI Conference on Artificial Intelligence 2023 9","authors":["Patara Trirat","Youngeun Nam","Taeyoon Kim","Jae-Gil Lee"],"abstract":"This paper presents AnoViz, a novel visualization tool of anomalies in multivariate time series, to support domain experts and data scientists in understanding anomalous instances in their systems. AnoViz provides an overall summary of time series as well as detailed visualizations of relevant detected anomalies in both query and stream modes, rendering near real-time visual analysis available. Here, we show that AnoViz streamlines the process of finding a potential cause of an anomaly with a deeper analysis of anomalous instances, giving explainability to any anomaly detector.","url_abs":"https://ojs.aaai.org/index.php/AAAI/article/view/27088","url_pdf":"https://ojs.aaai.org/index.php/AAAI/article/view/27088/26860","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"anoviz-a-visual-inspection-tool-of-anomalies","repo_url":"https://github.com/kaist-dmlab/AnoViz","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"time-series-1","task_name":"Time Series"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}