Ryan Mercer
Orcid: 0000-0003-3723-804X
According to our database1,
Ryan Mercer
authored at least 16 papers
between 2019 and 2024.
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Bibliography
2024
J. Big Data, December, 2024
C<sup>22</sup>MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector.
Knowl. Inf. Syst., August, 2024
Novelets: a new primitive that allows online detection of emerging behaviors in time series.
Knowl. Inf. Syst., January, 2024
2023
Data Min. Knowl. Discov., March, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
Matrix Profile XXIX: C<sup>22</sup>MP, Fusing catch 22 and the Matrix Profile to Produce an Efficient and Interpretable Anomaly Detector.
Proceedings of the IEEE International Conference on Data Mining, 2023
2022
Introducing the contrast profile: a novel time series primitive that allows real world classification.
Data Min. Knowl. Discov., 2022
Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.
Proceedings of the IEEE International Conference on Data Mining, 2022
Matrix Profile XXV: Introducing Novelets: A Primitive that Allows Online Detection of Emerging Behaviors in Time Series.
Proceedings of the IEEE International Conference on Data Mining, 2022
2021
Time series motifs discovery under DTW allows more robust discovery of conserved structure.
Data Min. Knowl. Discov., 2021
Matrix Profile XXIII: Contrast Profile: A Novel Time Series Primitive that Allows Real World Classification.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the 2021 IEEE Conference on Standards for Communications and Networking, 2021
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
MERLIN: Parameter-Free Discovery of Arbitrary Length Anomalies in Massive Time Series Archives.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
2019
Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile.
Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019