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

  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 . cuhkeduhk University of CaliforniaRiverside eamonncsucredu Simon Fraser University jpeicssfuedu Abstract Finding discords in time series database is an important prob lem in a great variety of applications such as space shut tle telemetry mechanical 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.. Near-Duplicate Figures. Thanawin (Art) Rakthanmanon, . Qiang. Zhu,. Eamonn. J. Keogh. What is a near-duplicate pattern (motif)?. [20] A synopsis of the British . Diatomaceae. , 1853. [15] A history of . 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. By Toni Morrison. Written in:.  New York: 1962–1965. First published in 1970. Setting:. Set in 1941 in Lorain, Ohio, Toni Morrison's novel centers on a particularly difficult year in the life of eleven year old Pecola Breedlove.  Pecola comes from a poor and poorly adjusted black family. . Fiction Genre . Evolves over History. 1. Prose . 2. Novel . 3. Romance. Gothic (Terror). *. Horror . (. Slasher. , . Psychological. ,. scifi. , fantasy). Prose vs. Poetry. Define- Non- . rhyme . Poetry . , . profileIndex. , . motifIndex. , . discordIndex. ] = . interactiveMatrixProfile. (data, . subLen. );. Input. data. : input time series. subLen. : subsequence length. Output. matrixProfile. : the approximated matrix profile when stopped. At a high level. Yet another paper on crowd-algorithms. Probably the second to be published (so keep that in mind when you think about kinks in the paper). If the previous . paper(s) . can be viewed as “theoretical”, this paper definitely falls on the “practical” side.. 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 . to join, meet, or link. joined. ; united together. ; combined. conjoined. joined. ; united together. ; combined. to . join . together or match a correct verb in grammar. conjugate. to . join . together or match a correct verb in grammar. 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. overlaid with a single sheet of decorative paper or anextra page-pair of a decorative arrangement of pages of an orihon alphabet bookThis is a very useful attribute in the case of panoramicpictures ti