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- MCVI4N accessRights PUBLIC @default.
- MCVI4N bibliographicCitation "Zhu, Xiaokun; Carpentier, Louis; Verbeke, Mathias, 2026, "Replication Data for: "When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection"", https://doi.org/10.48804/MCVI4N, KU Leuven RDR, V1" @default.
- MCVI4N created "2026-03-18T08:43:08Z" @default.
- MCVI4N creator 0000-0001-8297-6071 @default.
- MCVI4N creator 0000-0002-3679-8873 @default.
- MCVI4N creator 0009-0000-0603-3223 @default.
- MCVI4N description "This repository contains the supporting materials for the paper "When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection". Specifically, the zip files have naming convention '__.zip' in which is the family of time series foundation models (MOMENT, TimesFM, Time-MoE and Chronos), is the specific member of the foundation model family, and is the window size used for the experiments. Each zip file contains two folder: one for the predicted anomaly scores, and one for the intermediate results used by the model (reconstructed subsequences for MOMENT, forecasted values for the other model families). These results are available for all 350 time series in the evaluation set of the TSB-AD-U benchmark set." @default.
- MCVI4N identifier "doi:10.48804/MCVI4N" @default.
- MCVI4N issued "2026-03-18T13:59:23Z" @default.
- MCVI4N modified "2026-03-18T13:59:23Z" @default.
- MCVI4N publisher 0419052173 @default.
- MCVI4N title "Replication Data for: "When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection"" @default.
- MCVI4N citedBy genid67043 @default.
- MCVI4N type Dataset @default.
- MCVI4N contactPoint genid67044 @default.
- MCVI4N keyword "Anomaly detection" @default.
- MCVI4N keyword "Foundation model" @default.
- MCVI4N keyword "Time series" @default.
- MCVI4N landingPage MCVI4N @default.
- MCVI4N theme TECH @default.
- MCVI4N version "1" @default.