{"id":118,"date":"2024-12-16T10:11:27","date_gmt":"2024-12-16T10:11:27","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/net0i\/?page_id=118"},"modified":"2026-01-06T16:17:40","modified_gmt":"2026-01-06T16:17:40","slug":"multivariate-time-series-anomaly-scoring-dashboard","status":"publish","type":"page","link":"https:\/\/wp.lancs.ac.uk\/net0i\/multivariate-time-series-anomaly-scoring-dashboard\/","title":{"rendered":"Multivariate Time Series Anomaly Scoring Dashboard"},"content":{"rendered":"<figure id=\"attachment_148\" aria-describedby=\"caption-attachment-148\" style=\"width: 2996px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot.png\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-148 size-full\" src=\"http:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot.png\" alt=\"\" width=\"2996\" height=\"1704\" srcset=\"https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot.png 2996w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot-300x171.png 300w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot-1024x582.png 1024w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot-768x437.png 768w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot-1536x874.png 1536w, https:\/\/wp.lancs.ac.uk\/net0i\/files\/2024\/12\/Screenshot-2048x1165.png 2048w\" sizes=\"(max-width: 2996px) 100vw, 2996px\" \/><\/a><figcaption id=\"caption-attachment-148\" class=\"wp-caption-text\"><em>Multivariate Time Series Anomaly Scoring Dashboard Screenshot<\/em><\/figcaption><\/figure>\n<p><strong>ShinyApps demo<\/strong>: <a href=\"https:\/\/cuauhtemoctzin.shinyapps.io\/anomaly_tool\/\">https:\/\/cuauhtemoctzin.shinyapps.io\/anomaly_tool\/<\/a><br \/>\n<strong>github<\/strong>: <a href=\"https:\/\/github.com\/Cuauhtemoctzin\/anomaly_tool\">https:\/\/github.com\/Cuauhtemoctzin\/anomaly_tool\u00a0<\/a><\/p>\n<p>This dashboard allows users to upload, explore visually, and rank multivariate time series data by assigning anomaly scores using a nearest-neighbor approach. The anomaly scores are computed using the R package AnomalyScore . Different options to compute the scores are provided to ensure a comprehensive analysis of the data.<\/p>\n<p>The dashboard only keeps your data for the duration of your session and solely for the purpose of conducting your analysis. Once you close this tab or your session ends, no data is retained or stored in any way. We do not keep any copies of your uploaded data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ShinyApps demo: https:\/\/cuauhtemoctzin.shinyapps.io\/anomaly_tool\/ github: https:\/\/github.com\/Cuauhtemoctzin\/anomaly_tool\u00a0 This dashboard allows users to upload, explore visually, and rank multivariate time series data by assigning anomaly scores using a nearest-neighbor approach. The anomaly scores are computed using the R package AnomalyScore . Different options to compute the scores are provided to ensure a comprehensive analysis of the data. The [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-118","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/118","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/comments?post=118"}],"version-history":[{"count":5,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/118\/revisions"}],"predecessor-version":[{"id":161,"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/pages\/118\/revisions\/161"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/net0i\/wp-json\/wp\/v2\/media?parent=118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}