Zachary Zimmerman

18 papers A* 6Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
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
2023 J jnl
FPGA-based Acceleration of Time Series Similarity Prediction: From Cloud to Edge.
ACM Trans. Reconfigurable Technol. Syst.
Amin Kalantar, Zachary Zimmerman, Philip Brisk
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 Misc conf
FA-LAMP: FPGA-Accelerated Learned Approximate Matrix Profile for Time Series Similarity Prediction.
FCCM
Amin Kalantar, Zachary Zimmerman, Philip Brisk
2021 — conf
Matrix Profile Index Approximation for Streaming Time Series.
IEEE BigData
Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk
2020 A* conf
Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries.
ICDE
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh
2020 J jnl
The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code.
Data Min. Knowl. Discov.
Yan Zhu, Shaghayegh Gharghabi, Diego Furtado Silva, Hoang Anh Dau, Chin-Chia Michael Yeh, Nader Shakibay Senobari, Abdulaziz Almaslukh, Kaveh Kamgar, Zachary Zimmerman, Gareth J. Funning, Abdullah Mueen, Eamonn J. Keogh
2019 — —
Breaking Computational Barriers to Perform Time Series Pattern Mining at Scale and at the Edge.
Zachary Zimmerman
2019 — conf
Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond.
SoCC
Zachary Zimmerman, Kaveh Kamgar, Nader Shakibay Senobari, Brian Crites, Gareth J. Funning, Philip Brisk, Eamonn J. Keogh
2019 A* conf
Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile.
ICDM
Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, 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
2018 J jnl
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins.
Knowl. Inf. Syst.
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
2018 A* conf
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds.
ICDM
Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh
2018 J jnl
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.
Data Min. Knowl. Discov.
Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Zachary Zimmerman, Diego Furtado Silva, Abdullah Mueen, Eamonn J. Keogh
2017 J jnl
PCB Escape Routing and Layer Minimization for Digital Microfluidic Biochips.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jeffrey McDaniel, Zachary Zimmerman, Daniel T. Grissom, Philip Brisk
2016 A* conf
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins.
ICDM
Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh
2015 J jnl
An open-source compiler and PCB synthesis tool for digital microfluidic biochips.
Integr.
Daniel T. Grissom, Christopher Curtis, Skyler Windh, Calvin Phung, Navin Kumar, Zachary Zimmerman, Kenneth O'Neal, Jeffrey McDaniel, Nick Liao, Philip Brisk
2011 A* conf
Designing a robot through prototyping in the wild.
HRI
Selma Sabanovic, Sarah Reeder, Bobak Kechavarzi, Zachary Zimmerman