Renjie Wu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Extended Abstract

Anomaly Detection

Distance Measure

Detecting Anomalous

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Sadaf Tafazoli, Yue Lu, Renjie Wu, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn J. Keogh
MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector. Knowl. Inf. Syst. 66 (8) (2024)
Renjie Wu, Eamonn J. Keogh
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Sadaf Tafazoli, Yue Lu, Renjie Wu, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn J. Keogh
MP, Fusing catch 22 and the Matrix Profile to Produce an Efficient and Interpretable Anomaly Detector. ICDM (2023)
Renjie Wu, Audrey Der, Eamonn J. Keogh
When is Early Classification of Time Series Meaningful? IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams. Data Min. Knowl. Discov. 37 (2) (2023)
Renjie Wu, Audrey Der, Eamonn J. Keogh
When is Early Classification of Time Series Meaningful? (Extended Abstract). ICDE (2022)
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series. CoRR (2022)
Renjie Wu, Eamonn J. Keogh
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress (Extended Abstract). ICDE (2022)
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams. KDD (2022)
Audrey Der, Chin-Chia Michael Yeh, Renjie Wu, Junpeng Wang, Yan Zheng, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series. ICKG (2022)
Renjie Wu, Eamonn J. Keogh
FastDTW is Approximate and Generally Slower Than the Algorithm it Approximates. IEEE Trans. Knowl. Data Eng. 34 (8) (2022)
Renjie Wu, Eamonn J. Keogh
FastDTW is approximate and Generally Slower than the Algorithm it Approximates (Extended Abstract). ICDE (2021)
Renjie Wu, Audrey Der, Eamonn J. Keogh
When is Early Classification of Time Series Meaningful? CoRR (2021)
Renjie Wu, Eamonn J. Keogh
FastDTW is approximate and Generally Slower than the Algorithm it Approximates. CoRR (2020)
Renjie Wu, Eamonn J. Keogh
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress. CoRR (2020)