Eamonn Keogh
University of California, Riverside
H-index: 111
North America-United States
Top articles of Eamonn Keogh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies | Audrey Der Chin-Chia Michael Yeh Yan Zheng Junpeng Wang Zhongfang Zhuang | 2024 | |
Novelets: a new primitive that allows online detection of emerging behaviors in time series | Knowledge and Information Systems | Ryan Mercer Eamonn Keogh | 2024/1 |
The matrix profile in seismology: Template matching of everything with everything | Journal of Geophysical Research: Solid Earth | Nader Shabikay Senobari Peter M Shearer Gareth J Funning Zachary Zimmerman Yan Zhu | 2024/2 |
Matrix Profile XXX: MADRID: A Hyper-Anytime and Parameter-Free Algorithm to Find Time Series Anomalies of all Lengths | Yue Lu Thirumalai Vinjamoor Akhil Srinivas Takaaki Nakamura Makoto Imamura Eamonn Keogh | 2023/12/1 | |
Time Series Data Mining: A Unifying View | Proceedings of the VLDB Endowment | Eamonn Keogh | 2023/8/1 |
Matrix Profile XXIX: C22MP, Fusing catch 22 and the Matrix Profile to Produce an Efficient and Interpretable Anomaly Detector | Sadaf Tafazoli Yue Lu Renjie Wu Thirumalai Vinjamoor Akhil Srinivas Hannah Dela Cruz | 2023/12/1 | |
MERLIN++: parameter-free discovery of time series anomalies | Data Mining and Knowledge Discovery | Takaaki Nakamura Ryan Mercer Makoto Imamura Eamonn Keogh | 2023/3 |
Time series synthesis using the matrix profile for anonymization | Audrey Der Chin-Chia Michael Yeh Yan Zheng Junpeng Wang Huiyuan Chen | 2023/12/15 | |
DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams | Data Mining and Knowledge Discovery | Yue Lu Renjie Wu Abdullah Mueen Maria A Zuluaga Eamonn Keogh | 2023/3 |
Introducing Mplots: Scaling Time Series Recurrence Plots to Massive Datasets | Maryam Shahcheraghi Ryan Mercer João Manuel de Almeida Rodrigues Audrey Der Hugo Filipe Silveira Gamboa | 2023/11/29 | |
Matrix Profile XXVIII: Discovering Multi-Dimensional Time Series Anomalies with K of N Anomaly Detection† | Sadaf Tafazoli Eamonn Keogh | 2023 | |
Sketching multidimensional time series for fast discord mining | Chin-Chia Michael Yeh Yan Zheng Menghai Pan Huiyuan Chen Zhongfang Zhuang | 2023/12/15 | |
Mohd Anif AA Bakar1, Pin Jern Ker1*, Shirley GH Tang2, Mohd Zafri Baharuddin1, Hui Jing Lee3 and Abdul Rahman Omar4, 5 | Vetinformatics: An insight for decoding livestock systems through in silico biology | Sabine G Gebhardt-Henrich Eamonn John Keogh Alireza Abdoli | 2023/11/15 |
Ego-network transformer for subsequence classification in time series data | Chin-Chia Michael Yeh Huiyuan Chen Yujie Fan Xin Dai Yan Zheng | 2023/12/15 | |
Getting an h-Index of 100 in 20 Years or Less! | Eamonn Keogh | 2023/8/6 | |
Matrix profile xxv: introducing novelets: a primitive that allows online detection of emerging behaviors in time series | Ryan Mercer Eamonn Keogh | 2022/11/28 | |
Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data | Maryam Shahcheraghi Ryan Mercer João Manuel De Almeida Rodrigues Audrey Der Hugo Filipe Silveira Gamboa | 2022/11/28 | |
The matrix profile: a fast and sensitive template matching method for seismic event detection that does not require templates | Authorea Preprints | Nader Shakibay Senobari Gareth Funning Zachary Zimmermann Yan Zhu Peter M Shearer | 2022/11/24 |
Matrix profile XXIV: scaling time series anomaly detection to trillions of datapoints and ultra-fast arriving data streams | Yue Lu Renjie Wu Abdullah Mueen Maria A Zuluaga Eamonn Keogh | 2022/8/14 | |
Introducing the contrast profile: a novel time series primitive that allows real world classification | Data Mining and Knowledge Discovery | Ryan Mercer Sara Alaee Alireza Abdoli Nader Shakibay Senobari Shailendra Singh | 2022/3 |
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