Zachary Schall-Zimmerman

According to our database, Zachary Schall-Zimmerman authored at least 20 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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, Zachary Zimmerman, Kerry Mauck, Eamonn J. Keogh

J. Big Data, December, 2024

2023

FPGA-based Acceleration of Time Series Similarity Prediction: From Cloud to Edge.

Amin Kalantar, Zachary Zimmerman, Philip Brisk

ACM Trans. Reconfigurable Technol. Syst., March, 2023

2022

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, Zachary Zimmerman, Eamonn J. Keogh

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

FA-LAMP: FPGA-Accelerated Learned Approximate Matrix Profile for Time Series Similarity Prediction.

Amin Kalantar, Zachary Zimmerman, Philip Brisk

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Matrix Profile Index Approximation for Streaming Time Series.

Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

The Swiss army knife of time series data mining: ten useful things you can do with the matrix profile and ten lines of code.

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

Data Min. Knowl. Discov., 2020

Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries.

Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Breaking Computational Barriers to Perform Time Series Pattern Mining at Scale and at the Edge.

Zachary Zimmerman

PhD thesis, 2019

Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile.

Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, Eamonn J. Keogh

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Matrix Profile XX: Finding and Visualizing Time Series Motifs of All Lengths using the Matrix Profile.

Frank Madrid, Shima Imani, Ryan Mercer, Zachary Zimmerman, Nader Shakibay Senobari, Eamonn J. Keogh

Proceedings of the 2019 IEEE International Conference on Big Knowledge, 2019

Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond.

Zachary Zimmerman, Kaveh Kamgar, Nader Shakibay Senobari, Brian Crites, Gareth J. Funning, Philip Brisk, Eamonn J. Keogh

Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018

Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins.

Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh

Knowl. Inf. Syst., 2018

Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile.

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

Data Min. Knowl. Discov., 2018

Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds.

Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

PCB Escape Routing and Layer Minimization for Digital Microfluidic Biochips.

Jeffrey McDaniel, Zachary Zimmerman, Daniel T. Grissom, Philip Brisk

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

2016

Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins.

Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning, Abdullah Mueen, Philip Brisk, Eamonn J. Keogh

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

An open-source compiler and PCB synthesis tool for digital microfluidic biochips.

Daniel T. Grissom, Christopher Curtis, Skyler Windh, Calvin Phung, Navin Kumar, Zachary Zimmerman, Kenneth O'Neal, Jeffrey McDaniel, Nick Liao, Philip Brisk

Integr., 2015

2011

DigiSwitch: A Device to Allow Older Adults to Monitor and Direct the Collection and Transmission of Health Information Collected at Home.

Kelly E. Caine, Celine Y. Zimmerman, Zachary Schall-Zimmerman, William R. Hazlewood, L. Jean Camp, Katherine H. Connelly, Lesa L. Huber, Kalpana Shankar

J. Medical Syst., 2011

Designing a robot through prototyping in the wild.

Selma Sabanovic, Sarah Reeder, Bobak Kechavarzi, Zachary Zimmerman

Proceedings of the 6th International Conference on Human Robot Interaction, 2011

2010

DigiSwitch: design and evaluation of a device for older adults to preserve privacy while monitoring health at home.

Kelly E. Caine, Celine Y. Zimmerman, Zachary Schall-Zimmerman, William R. Hazlewood, Alexander C. Sulgrove, L. Jean Camp, Katherine H. Connelly, Lesa L. Huber, Kalpana Shankar

Proceedings of the ACM International Health Informatics Symposium, 2010