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Zachary Schall-Zimmerman
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2020 – today
- 2024
- [j8]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): 96 (2024) - 2023
- [j7]Amin Kalantar
, Zachary Zimmerman
FPGA-based Acceleration of Time Series Similarity Prediction: From Cloud to Edge. ACM Trans. Reconfigurable Technol. Syst. 16(1): 12:1-12:27 (2023) - 2022
- [c11]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: 1179-1184 - 2021
- [c10]Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk:
Matrix Profile Index Approximation for Streaming Time Series. IEEE BigData 2021: 2775-2784 - [c9]Amin Kalantar
FA-LAMP: FPGA-Accelerated Learned Approximate Matrix Profile for Time Series Similarity Prediction. FCCM 2021: 40-49 - 2020
- [j6]Yan Zhu
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. 34(4): 949-979 (2020) - [c8]Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Eamonn J. Keogh:
Matrix Profile XVII: Indexing the Matrix Profile to Allow Arbitrary Range Queries. ICDE 2020: 1846-1849
2010 – 2019
- 2019
- [b1]Zachary Zimmerman:
Breaking Computational Barriers to Perform Time Series Pattern Mining at Scale and at the Edge. University of California, Riverside, USA, 2019 - [c7]Zachary Zimmerman, Kaveh Kamgar, Nader Shakibay Senobari, Brian Crites, Gareth J. Funning
Matrix Profile XIV: Scaling Time Series Motif Discovery with GPUs to Break a Quintillion Pairwise Comparisons a Day and Beyond. SoCC 2019: 74-86 - [c6]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: 175-182 - [c5]Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning
Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile. ICDM 2019: 936-945 - 2018
- [j5]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:
Time series joins, motifs, discords and shapelets: a unifying view that exploits the matrix profile. Data Min. Knowl. Discov. 32(1): 83-123 (2018) - [j4]Yan Zhu
Exploiting a novel algorithm and GPUs to break the ten quadrillion pairwise comparisons barrier for time series motifs and joins. Knowl. Inf. Syst. 54(1): 203-236 (2018) - [c4]Yan Zhu, Chin-Chia Michael Yeh, Zachary Zimmerman, Kaveh Kamgar, Eamonn J. Keogh:
Matrix Profile XI: SCRIMP++: Time Series Motif Discovery at Interactive Speeds. ICDM 2018: 837-846 - 2017
- [j3]Jeffrey McDaniel
PCB Escape Routing and Layer Minimization for Digital Microfluidic Biochips. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(1): 69-82 (2017) - 2016
- [c3]Yan Zhu, Zachary Zimmerman, Nader Shakibay Senobari, Chin-Chia Michael Yeh, Gareth J. Funning
Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins. ICDM 2016: 739-748 - 2015
- [j2]Daniel T. Grissom, Christopher Curtis, Skyler Windh
An open-source compiler and PCB synthesis tool for digital microfluidic biochips. Integr. 51: 169-193 (2015) - 2011
- [j1]Kelly E. Caine, Celine Y. Zimmerman
DigiSwitch: A Device to Allow Older Adults to Monitor and Direct the Collection and Transmission of Health Information Collected at Home. J. Medical Syst. 35(5): 1181-1195 (2011) - [c2]Selma Sabanovic, Sarah Reeder, Bobak Kechavarzi, Zachary Zimmerman:
Designing a robot through prototyping in the wild. HRI 2011: 239-240 - 2010
- [c1]Kelly E. Caine, Celine Y. Zimmerman
DigiSwitch: design and evaluation of a device for older adults to preserve privacy while monitoring health at home. IHI 2010: 153-162
Coauthor Index
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