models: the variational expectation-maximization algorithm provided by David M. Blei and co-authors and an algorithm using Gibbs sampling by Xuan-Hieu Phan and co-authors. Keywords: Gibbs sampling, R, text analysis, topic model, variational EM. 1. Introduction In machine learning and natural language processing topic models are generative models which provide a probabilistic framework for the term frequency occurrences in documents in a given corpus. Using only the term frequencies assumes that
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Muffler Magic Case Study 12/19/2009 Human Resource Management Shahmeer Qasim Company Introduction This particular case is about an automobile service centers which was located in Nevada. The owner was Ronald Brown who started with a single store 20 years ago for repairing mufflers. Which eventually grew into a chain of repair shops and expended their services from muffler replacement to oil changes, brake jobs and engine repairs. Organizational Structure • Organizationally , Muffler
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AOMEI® Partition Assistant 5.1 AOMEI® Partition Assistant 5.1 User Manual Copyright © 2009-2012 AomeiTech. All rights reserved. 1 AOMEI® Partition Assistant 5.1 Welcome........................................................................................................................................3 About AOMEI Partition Assistant.....................................................................................3 Working Computer Configuration.................................
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The large volume of data streams poses unique space and time constraints on the computation process. Many query processing, database operations, and mining algorithms require efficient execution which can be difficult to achieve with a fast data stream. In many cases, it may be acceptable to generate approximate solutions for such problems. In recent years a number of synopsis structures have been developed, which can be used in conjunction with a variety of mining and query processing techniques
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this manual can be purchased from Network Theory Ltd at http://www.network-theory.co.uk/gsl/manual/. The money raised from sales of the manual helps support the development of GSL. i Table of Contents 1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 Routines available in GSL . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . GSL is Free Software . . . . . . . . . . . . . . . . . . . . . . . . . .
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responsibility for errors or omissions. Neither is any liability assumed for damages resulting from the use of the information contained herein. International Standard Book Number: 0-672-31633-1 Library of Congress Catalog Card Number: 98-83221 Printed in the United States of America First Printing: May 1999 01 00 99 4 3 2 1 EXECUTIVE EDITOR Brian Gill DEVELOPMENT EDITOR Jeff Durham MANAGING EDITOR Jodi Jensen PROJECT EDITOR Tonya Simpson COPY EDITOR Mike Henry INDEXER Larry Sweazy
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CASE STUDY 1 – MCDONALD’S Industry Analysis – Understanding the External Environment Step 1 – definition of industry, its value chain and industry segments Industry | Industry segment | Product segment | Restaurant | Informal Eating Out (IEO) | Fast food | Step 2 – Industry life cycle Maturity 1. Growth rate reduced, revenue increased at a decreasing rate?? 2. Emphasis on cost control and/or product differentiation/market segmentation (e.g. premium Angus beef burger and healthy
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THE RECENT CRISIS AND RECOVERY OF THE ARGENTINE ECONOMY: SOME ELEMENTS AND BACKGROUND Arturo O’Connell Universidad de Buenos Aires and Università di Bologna a Buenos AiresT 1 Argentine-Australia Economic Conference Buenos Aires, April 2007 Draft version; not to be quoted without permission from the author Introduction The Argentine crisis could be examined as one more crisis of the developing countries – admittedly a star pupil that had received praise from many sides – hit by the vagaries of
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CASE STUDY 1 – MCDONALD’S Industry Analysis – Understanding the External Environment Step 1 – definition of industry, its value chain and industry segments Industry | Industry segment | Product segment | Restaurant | Informal Eating Out (IEO) | Fast food | Step 2 – Industry life cycle Maturity 1. Growth rate reduced, revenue increased at a decreasing rate?? 2. Emphasis on cost control and/or product differentiation/market segmentation (e.g. premium Angus beef burger and healthy
Words: 5600 - Pages: 23
TI-84 Plus TI-84 Plus Silver Edition Guidebook Important Information Texas Instruments makes no warranty, either express or implied, including but not limited to any implied warranties of merchantability and fitness for a particular purpose, regarding any programs or book materials and makes such materials available solely on an "as-is" basis. In no event shall Texas Instruments be liable to anyone for special, collateral, incidental, or consequential damages in connection with or arising out
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