PPT-Matrix Profile III: The Matrix Profile allows Visualization of Salient Subsequences in

ChinChia Michael Yeh Helga Van Herle Eamonn Keogh httpwwwcsucredueamonnMatrixProfilehtml Outline Motivation Proposed method Experiment result Conclusion 2 Outline Motivation. . Hemant. Kumar. EGEE 520. 04/28/2009. DEPARTMENT OF. ENERGY . AND. MINERAL ENGINEERING. COLLEGE OF EARTH AND MINERAL SCIENCES. Introduction. Coalbed Methane resides in phyteral pores, micro-pores in the adsorbed . While you can find motifs and discords (anomalies) without computing the Matrix Profile, examining the full Matrix Profile can often give you extra insights and context. . In this document we present some more or less random examples of the Matrix Profile for diverse datasets, in order to sharpen your intuitions. .  . Eamonn Keogh . With. Yan Zhu, Chin-. Chia. Michael . Yeh. , Abdullah Mueen. . with contributions from Zachary Zimmerman, Nader . Shakibay. . Senobari. ,, Gareth Funning, Philip Brisk, Liudmila Ulanova, Nurjahan Begum, . . Chin-Chia Michael Yeh, Helga Van Herle, Eamonn Keogh . http://www.cs.ucr.edu/~eamonn/MatrixProfile.html. Outline. Motivation. Proposed method. Experiment result. Conclusion. 2. Outline. Motivation. Yan Zhu, Zachary Zimmerman, Nader . Shakibay. . Senobari. . Chin-Chia Michael Yeh, Gareth Funning, Abdullah Mueen,. Philip Brisk, Eamonn Keogh . http://www.cs.ucr.edu/~eamonn/MatrixProfile.html. without. explaining how to compute it!. In this half, we will describe algorithms to compute matrix profile, optimization techniques for scalability, portability to modern hardware, approximation to gain speed, and extension to special cases.. without. explaining how to compute it!. In this half, we will describe algorithms to compute matrix profile, optimization techniques for scalability, portability to modern hardware, approximation to gain speed, and extension to special cases.. . Hemant. Kumar. EGEE 520. 04/28/2009. DEPARTMENT OF. ENERGY . AND. MINERAL ENGINEERING. COLLEGE OF EARTH AND MINERAL SCIENCES. Introduction. Coalbed Methane resides in phyteral pores, micro-pores in the adsorbed . In this document we present some more or less random examples of the Matrix Profile for diverse datasets, in order to sharpen your intuitions. . If you look in the notes box, you can find enough details to reproduce the demonstrations. .  . Eamonn Keogh . With. Yan Zhu, Chin-. Chia. Michael . Yeh. , Abdullah Mueen. . with contributions from Zachary Zimmerman, Nader . Shakibay. . Senobari. ,, Gareth Funning, Philip Brisk, Liudmila Ulanova, Nurjahan Begum, . without. explaining how to compute it!. In this half, we will describe algorithms to compute matrix profile, optimization techniques for scalability, portability to modern hardware, approximation to gain speed, and extension to special cases.. 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 Funning, Abdullah Mueen, Yan Zhu, Zachary Zimmerman, Nader . Shakibay. . Senobari. . Chin-Chia Michael Yeh, Gareth Funning, Abdullah Mueen,. Philip Brisk, Eamonn Keogh . http://www.cs.ucr.edu/~eamonn/MatrixProfile.html. A Unifying View of Motif Discovery, Anomaly Detection, Segmentation, Classification, Clustering and Similarity Joins . Eamonn Keogh. Abdullah Mueen. We will start at 8:25am to allow stragglers to find the room .