Ryan Mercer

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Anomaly Detection

Motif Discovery Algorithm

Similarity Matrices

Top Venues

Data Min. Knowl. Discov.

Knowl. Inf. Syst.

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)
Ryan Mercer, Eamonn J. Keogh
Novelets: a new primitive that allows online detection of emerging behaviors in time series. Knowl. Inf. Syst. 66 (1) (2024)
Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Kerry Mauck, Eamonn J. Keogh
Introducing Mplots: scaling time series recurrence plots to massive datasets. J. Big Data 11 (1) (2024)
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)
Seyhan Ucar, Ryan Mercer, Eamon J. Keogh
Tailgating Behavior Detection On Rear Vehicles. ITSC (2023)
Takaaki Nakamura, Ryan Mercer, Makoto Imamura, Eamonn J. Keogh
MERLIN++: parameter-free discovery of time series anomalies. Data Min. Knowl. Discov. 37 (2) (2023)
Ryan Mercer, Eamonn J. Keogh
Matrix Profile XXV: Introducing Novelets: A Primitive that Allows Online Detection of Emerging Behaviors in Time Series. ICDM (2022)
Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
Introducing the contrast profile: a novel time series primitive that allows real world classification. Data Min. Knowl. Discov. 36 (2) (2022)
Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Eamonn J. Keogh
Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data. ICDM (2022)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks. CoRR (2021)
Sara Alaee, Ryan Mercer, Kaveh Kamgar, Eamonn J. Keogh
Time series motifs discovery under DTW allows more robust discovery of conserved structure. Data Min. Knowl. Discov. 35 (3) (2021)
Ryan Mercer, Sara Alaee, Alireza Abdoli, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
Matrix Profile XXIII: Contrast Profile: A Novel Time Series Primitive that Allows Real World Classification. ICDM (2021)
Ryan Mercer, Seyhan Ucar, Eamonn J. Keogh
Shape-Based Telemetry Approach for Distracted Driving Behavior Detection. CSCN (2021)
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks. CIKM (2021)
Takaaki Nakamura, Makoto Imamura, Ryan Mercer, Eamonn J. Keogh
MERLIN: Parameter-Free Discovery of Arbitrary Length Anomalies in Massive Time Series Archives. ICDM (2020)
Frank Madrid, Shima Imani, Ryan Mercer, Zachary Zimmerman, Nader Shakibay Senobari, Eamonn J. Keogh
Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile. ICBK (2019)