Precision and Recall for Time Series

Precision and Recall for Time Series

8 March 2018

Nesime Tatbul

Justin Emile Gottschlich

Papers citing "Precision and Recall for Time Series"

16 / 16 papers shown

Title
M $^2$ AD: Multi-Sensor Multi-System Anomaly Detection through Global Scoring and Calibrated Thresholding Sarah Alnegheimish Zelin He Matthew Reimherr Akash Chandrayan Abhinav Pradhan Luca DÁngelo 37 0 0 21 Apr 2025
VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection Paul Boniol Ashwin K. Krishna Marine Bruel Qinghua Liu Mingyi Huang Themis Palpanas Ruey S. Tsay Aaron J. Elmore Michael Franklin John Paparrizos AI4TS 54 0 0 20 Feb 2025
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 61 12 0 16 Oct 2024
A Comparison of Deep Learning Architectures for Spacecraft Anomaly Detection Daniel Lakey Tim Schlippe 35 2 0 19 Mar 2024
Evaluation Strategy of Time-series Anomaly Detection with Decay Function Yongwan Gim Kyushik Min 24 0 0 15 May 2023
SoftED: Metrics for Soft Evaluation of Time Series Event Detection Rebecca Salles J. Lima R. Coutinho Esther Pacitti F. Masseglia Reza Akbarinia Chao Chen Jonathan M. Garibaldi Fábio Porto Eduardo S. Ogasawara 27 2 0 02 Apr 2023
Navigating the Metric Maze: A Taxonomy of Evaluation Metrics for Anomaly Detection in Time Series Sondre Sørbø M. Ruocco AI4TS 34 19 0 02 Mar 2023
Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection J. M. Navarro Alexis Huet Dario Rossi 14 0 0 18 Nov 2022
A Meta-level Analysis of Online Anomaly Detectors Antonios Ntroumpogiannis Michail Giannoulis Nikolaos Myrtakis V. Christophides Eric Simon Ioannis Tsamardinos 34 13 0 13 Sep 2022
Local Evaluation of Time Series Anomaly Detection Algorithms Alexis Huet J. M. Navarro Dario Rossi AI4TS 35 67 0 27 Jun 2022
Neural Contextual Anomaly Detection for Time Series Chris U. Carmona Franccois-Xavier Aubet Valentin Flunkert Jan Gasthaus BDL AI4TS 59 63 0 16 Jul 2021
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms Jacinto Carrasco I. Markova D. López Ignacio Aguilera D. García Marta García-Barzana Manuel Arias-Rodil Julián Luengo Francisco Herrera AI4TS 14 32 0 26 May 2021
Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems Xugui Zhou Bulbul Ahmed J. Aylor Philip Asare H. Alemzadeh 18 13 0 06 Apr 2021
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress R. Wu Eamonn J. Keogh AI4TS 32 198 0 29 Sep 2020
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 43 163 0 18 Oct 2019
Paranom: A Parallel Anomaly Dataset Generator Justin Emile Gottschlich AI4TS 13 3 0 09 Jan 2018