PPT-At Last! Time Series Joins, Motifs, Discords and Shapelets at Interactive Speeds

  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 . Takeoff speeds are a safety key element fo r t of an d en able pilot sit at ion l awareness and decisionmaking thi very dynami c si tuati n The use of erroneous takeoff speeds can lead to tail strikes highspeed rejected ta keoffs or initial climb w HRP223 – 2012. October 29, 2012 . Copyright © . 1999-2012 . Leland Stanford Junior University. All rights reserved.. Warning: This presentation is protected by copyright law and international treaties. Unauthorized reproduction of this presentation, or any portion of it, may result in severe civil and criminal penalties and will be prosecuted to maximum extent possible under the law.. Network Motifs and Modules. What is a motif?. A motif is a statistically over-represented . subgraph. in a network.. A pattern of connections that generates a characteristic dynamical response. A motif is a connection pattern template which could in principle be implemented.. Agenda. Opening tables. The interface. Working with columns. Working with records. Making selections. Advanced table tools. Add fields. Relates (links). Joins. Editing table content. Editing table structure. By:. Peter J. Haas and Joseph M. . Hellerstein. published in June 1999. :. Presented By:. Sthuti Kripanidhi. 9/28/2010. 1. CSE 6339 - Data Exploration. Overview. What the paper is all about. Traditional Algorithms . Author: Jaewoo Kang, Jeffrey F. Naughton, Stratis D. Viglas. University of Wisconsin-Madison CS Dept.. Presenter. :. . Yang Ying-Chia. 楊. 應. 甲 . (. R01922018). CSIE, . National . Taiwan . University. Three Important Devices: Know These. Symbol: An object that represents something more significant that just itself. Motif: A . recurring. element or idea; a phrase; image; repetition of similar symbols; repetition of an issue/attitude. HRP223 – . 2011. October . 31, . 2011 . Copyright © . 1999-2011 . Leland Stanford Junior University. All rights reserved.. Warning: This presentation is protected by copyright law and international treaties. Unauthorized reproduction of this presentation, or any portion of it, may result in severe civil and criminal penalties and will be prosecuted to maximum extent possible under the law.. , . profileIndex. , . motifIndex. , . discordIndex. ] = . interactiveMatrixProfile. (data, . subLen. );. Input. data. : input time series. subLen. : subsequence length. Output. matrixProfile. : the approximated matrix profile when stopped. Tyler Evans. Wednesday . August 13. th. , . 2014. 1. Overview. Short shutter speeds to freeze motion. Ex: water droplets falling into pool of water. Long shutter speeds to blur motion. Ex: car headlights and brake lights, water flowing, light painting, time lapse photography. 1. Sim. Joins on Product Descriptions. Surface s. imilarity . can be . high. for descriptions of . distinct. items:. AERO TGX-Series Work Table -42'' x 96'' Model 1TGX-4296 All tables shipped KD AEROSPEC- 1TGX Tables are . 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. . Digital is star performer. Spending increases at double the rate of other media categories. Overall, media spending increased 7% in 2017 over 2016. Digital spending increased 14% during the same period. . Prepositions, conjunctions, and interjections, by golly! Parts of Speech Prepositions A preposition is a word, which introduces a phrase . An object follows it. The object is always a noun or a pronoun.