Ryan Mercer

17 papers A* 5A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
C
Knowl. Inf. Syst.
Sadaf Tafazoli, Yue Lu, Renjie Wu, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn J. Keogh
2024 J jnl
Introducing Mplots: scaling time series recurrence plots to massive datasets.
J. Big Data
Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Kerry Mauck, Eamonn J. Keogh
2024 J jnl
Novelets: a new primitive that allows online detection of emerging behaviors in time series.
Knowl. Inf. Syst.
Ryan Mercer, Eamonn J. Keogh
2023 J jnl
MERLIN++: parameter-free discovery of time series anomalies.
Data Min. Knowl. Discov.
Takaaki Nakamura, Ryan Mercer, Makoto Imamura, Eamonn J. Keogh
2023 A* conf
Matrix Profile XXIX: C
ICDM
Sadaf Tafazoli, Yue Lu, Renjie Wu, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn J. Keogh
2023 — conf
Tailgating Behavior Detection On Rear Vehicles.
ITSC
Seyhan Ucar, Ryan Mercer, Eamonn J. Keogh
2023 — —
Two Novel Primitives Availing Contrast for Time Series Data
Ryan Mercer
2022 J jnl
Introducing the contrast profile: a novel time series primitive that allows real world classification.
Data Min. Knowl. Discov.
Ryan Mercer, Sara Alaee, Alireza Abdoli, Nader Shakibay Senobari, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
2022 A* conf
Matrix Profile XXV: Introducing Novelets: A Primitive that Allows Online Detection of Emerging Behaviors in Time Series.
ICDM
Ryan Mercer, Eamonn J. Keogh
2022 A* conf
Matrix Profile XXVI: Mplots: Scaling Time Series Similarity Matrices to Massive Data.
ICDM
Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Eamonn J. Keogh
2021 A* conf
Matrix Profile XXIII: Contrast Profile: A Novel Time Series Primitive that Allows Real World Classification.
ICDM
Ryan Mercer, Sara Alaee, Alireza Abdoli, Shailendra Singh, Amy C. Murillo, Eamonn J. Keogh
2021 A conf
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CIKM
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2021 J jnl
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks.
CoRR
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang
2021 — conf
Shape-Based Telemetry Approach for Distracted Driving Behavior Detection.
CSCN
Ryan Mercer, Seyhan Ucar, Eamonn J. Keogh
2021 J jnl
Time series motifs discovery under DTW allows more robust discovery of conserved structure.
Data Min. Knowl. Discov.
Sara Alaee, Ryan Mercer, Kaveh Kamgar, Eamonn J. Keogh
2020 A* conf
MERLIN: Parameter-Free Discovery of Arbitrary Length Anomalies in Massive Time Series Archives.
ICDM
Takaaki Nakamura, Makoto Imamura, Ryan Mercer, Eamonn J. Keogh
2019 — conf
Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile.
ICBK
Frank Madrid, Shima Imani, Ryan Mercer, Zachary Zimmerman, Nader Shakibay Senobari, Eamonn J. Keogh