PPT-SAX: a Novel Symbolic Representation of Time Series

Authors Jessica Lin Eamonn Keogh Li Wei Stefano Lonardi Presenter Arif Bin Hossain Slides incorporate materials kindly provided by Prof Eamonn Keogh Time Series  A  time series. Keogh and Michael J Pazzani Department of Information and Computer Science University of California Irvine California 92697 USA pazzanieamonnicsuciedu Abstract We introduce an extended representation of time series that allows fast accurate classifi Periodic Signals. 3.1 Exponential/Sinusoidal Signals as . Building Blocks for Many Signals. Time/Frequency Domain Basis Sets. Time . Domain. Frequency Domain.  .  .  .  .  . .  . .  .  .  . APA Tip of the Day: Spaces. There are several places where students often either don’t put in any/enough spaces or they put in too many. Here are a few rules:. Put only one space in between sentences.. Wei Le. Rochester Institute of Technology. Motivation. Symbolic analysis has many important applications in software tools . [. S. en. , . Marinov. , Agha ‘05] [. Godefroid. , . Klarlund. , . Sen. . Landy. , . Allen,. . Zednik. . 2014. Rishav Raj Agarwal. Arpit. Agarwal. What is Symbolic Reasoning?. The science of reasoning by the aid of representative symbols. 2+2. Contemporary. Views. What had been proposed previously. Licensed Electrical & Mechanical Engineer. BMayer@ChabotCollege.edu. Engr/Math/Physics 25. Chp11: . MuPAD. Learning . Goals. Understand and Open . MuPAD. “. NoteBooks. ”. Work within the . NoteBooks. Periodic Signals. 3.1 Exponential/Sinusoidal Signals as . Building Blocks for Many Signals. Time/Frequency Domain Basis Sets. Time . Domain. Frequency Domain.  .  .  .  .  . .  . .  .  .  . Pedro dos Santos, Ph.D.. Political Science. Luther College. Outline. Brief background on Dilma Rousseff. Representation and Symbolic Power. Presidenta:. Creating a Symbol. Contestation of Rousseff as woman’s symbol and as political symbol. the struggle to be a ‘good’ student . Yvonne Slough-. Kuss. AIE Conference, Mumbai, October 11, 2014. Intercultural Understanding: Reflection, Responsibility and Action. …there . are large parts of the world where the ‘IB World School’ is a solitary one [where] an IB education has the possibility of becoming a status symbol and powerful ‘brand’… creating a route for elites to pursue individualistic . Analysis of . Closed-Loop Control Software. Aditya Zutshi. Sriram Sankaranarayanan . 1. Xiaoqing . Jin. Jyotirmoy Deshmukh. Sampled Data Control Systems. Controller.  . Plant.  . D/A. A/D.  .  . Learning Objectives~ Ch. 16. Discuss how products, special possessions, and consumption activities gain symbolic meaning and how this meaning is conveyed from one consumer to another.. Identify how marketers can influence or make use of the symbolic meaning that consumption may have for consumers.. Some Basic Concepts. Reference : Gujarati, Chapters 21. Course . Incharge. : . Prof. Dr. . Himayatullah. Khan. Time Series Data. One of the . important. and . frequent. types of data used in empirical . Book: Time Series Analysis Univariate and Multivariate. http://ruangbacafmipa.staff.ub.ac.id/files/2012/02/Time-Series-Analysis-by.-. Wei.pdf. https://wiki.math.ntnu.no/tma4285/2011h/start. http://astro.temple.edu/~wwei/data.html. Michelle Caswell, PhD. Assistant Professor, UCLA. Co-Founder, SAADA. Practical Problem: . How do we assess the impact of community archives?. 2,525 records (and growing). ~. 200,000 unique . visitors in 2014.