...Knowledge Discovery for Characterizing Team Success or Failure in (A)RTS Games Pu Yang⇤ and David L. Roberts† Department of Computer Science North Carolina State University, Raleigh, North Carolina 27695–8206 Email: ⇤ pyang3@ncsu.edu, † robertsd@csc.ncsu.edu Abstract—When doing post-competition analysis in team games, it can be hard to figure out if a team members’ character attribute development has been successful directly from game logs. Additionally, it can also be hard to figure out how the performance of one team member affects the performance of another. In this paper, we present a data-driven method for automatically discovering patterns in successful team members’ character attribute development in team games. We first represent team members’ character attribute development using time series of informative attributes. We then find the thresholds to separate fast and slow attribute growth rates using clustering and linear regression. We create a set of categorical attribute growth rates by comparing against the thresholds. If the growth rate is greater than the threshold it is categorized as fast growth rate; if the growth rate is less than the threshold it is categorized as slow growth rate. After obtaining the set of categorical attribute growth rates, we build a decision tree on the set. Finally, we characterize the patterns of team success in terms of rules which describe team members’ character attribute growth rates. We present an evaluation...
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...literally meaning "object toward which the action of the sea is directed"[Alaska]). When the United States bought Alaska, even though the price was only two cents an acre, it was known for many years as “Seward’s Folly” or “Seward’s Icebox”, after William Seward, the Secretary of State who was primarily responsible for pushing the purchase from Russia through Congress. In the early days Alaska’s brand image was mostly negative. It was known as the “Frozen North”, the “land of ice and snow”, the “land without summer”. Many of these images are from the stories and poetry of Robert Service, Jack London and their contemporaries. A good example of this writing is the poem “Cremation of Sam McGee”— see appendix II, (Service). All these extreme brand images dominated perceptions of Alaska prior to the discovery of gold in the Klondike in the late 1800s. After gold was discovered these negative perceptions were softened somewhat, though they remained rather negative—in large part due to the difficulty of living in the far north. Our Brand Survey We did a brand audit of Alaska to see how well Alaska has worked past these harsh criticisms. To accomplish this we surveyed local Alaskans, people from the “Lower 48”, and a few international people. Most of these surveys were done online using Survey Monkey (Survey Monkey). This has given us a comprehensive view of how people feel about Alaska—both within the state, from the lower 48, and internationally. We want to evoke responses...
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...Public Speaking Made Fun: A Workbook Copyright 2011 1 Informative Speech – Topic Mapping Today I would like to talk to you about _____________________________________________. Topic By examining _______________________________ , ____________________________________ , A B _________________________ , and it is my hope that you will have a better understanding C of _______________________________________________________. Topic 2 Learning activity created by: Todd L. Wirth, Ph.D. 3 Circle the most appropriate advice that Speech Bear should dispense based on the context clues. 1. 2. 3. 4. 5. 6. 7. 8. Advance preparation Positive thinking Practice, practice, practice Learn to use an extemporaneous style of speech Avoid chemicals as stress or anxiety relievers Use movement Seeing public speaking as a conversation, not as a performance Exercises for stress/anxiety relief 4 Circle the most appropriate advice that Speech Bear should...
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...HISTORY, TENTH EDITION Published by McGraw-Hill, a business unit of The McGraw-Hill Companies, Inc., 1221 Avenue of the Americas, New York, NY 10020. Copyright © 2012 by The McGraw-Hill Companies, Inc. All rights reserved. Previous editions © 2008, 2003, and 1998. No part of this publication may be reproduced or distributed in any form or by any means, or stored in a database or retrieval system, without the prior written consent of The McGraw-Hill Companies, Inc., including, but not limited to, in any network or other electronic storage or transmission, or broadcast for distance learning. Some ancillaries, including electronic and print components, may not be available to customers outside the United States. This book is printed on acid-free paper. 1234567890 QFR/QFR 10987654321 ISBN: 978-0-07-340696-1 MHID: 0-07-340696-1 Vice President & Editor-in-Chief: Michael Ryan Vice President EDP/Central Publishing Services: Kimberly Meriwether David Publisher: Christopher Freitag Sponsoring Editor: Matthew Busbridge Executive Marketing Manager: Pamela S. Cooper Editorial Coordinator: Nikki Weissman Project Manager: Erin Melloy Design Coordinator: Margarite Reynolds Cover Designer: Carole Lawson Cover Image: Albert Bierstadt, American (born in Germany), 1830–1902 Valley of the Yosemite, 1864 (detail) Oil on paperboard 30.16 × 48.89 cm (11 7/8 × 19 1/4 in.) Museum of Fine Arts, BostonGift of Martha C. Karolik for the M. and M. Karolik Collection of American Paintings, 1815–1865 47.1236 Buyer:...
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...Cloud Computing Security Mohamed Y. Shanab, Yasser Ragab, Hamza nadim Computing & Information Technology AAST Cairo, Egypt {myshanab, yasseritc, hamzanadim }@gmail.com Abstract-- In the past two decades, data has been growing in a huge scale making it almost impossible to store, maintain and keep all data on premises , thus emerged the idea of cloud computing and now it’s becoming one of the most used services used by firms, organizations and even governments. But its security risks are always a concern and a major setback. In this paper we talk about those risks and the most feared ones and what are the latest techniques to overcome them, we also discuss a solution on cloud computing based on a fully homomorphic encryption Key Words -- Cloud computing , Cloud computing security, Challenges, Privacy, Reliability, Fully homomorphic encryption. interaction. This cloud model promotes availability and is composed of five essential characteristics, three service models, and four deployment models." [1] II. TOP BENEFITS OF CLOUD COMPUTING Achieve economies of scale. increase volume output or productivity with fewer people. Your cost per unit, project or product plummets. Reduce spending on technology infrastructure. Maintain easy access to your information with minimal upfront spending. Pay as you go (weekly, quarterly or yearly), based on demand. Globalize your workforce on the cheap.People worldwide can access the cloud, provided they have an Internet connection....
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...OUTLINE OF U.S. HISTORY OUTLINE OF OUTLINE OF U.S. HISTORY C O N T E N T S CHAPTER 1 Early America . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 CHAPTER 2 The Colonial Period . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 CHAPTER 3 The Road to Independence . . . . . . . . . . . . . . . . . . . . . . . . . . 50 CHAPTER 4 The Formation of a National Government . . . . . . . . . . . . 66 CHAPTER 5 Westward Expansion and Regional Differences . . . . . . . 110 CHAPTER 6 Sectional Conflict . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 128 CHAPTER 7 The Civil War and Reconstruction . . . . . . . . . . . . . . . . . . 140 CHAPTER 8 Growth and Transformation . . . . . . . . . . . . . . . . . . . . . . . 154 CHAPTER 9 Discontent and Reform . . . . . . . . . . . . . . . . . . . . . . . . . . . 188 CHAPTER 10 War, Prosperity, and Depression . . . . . . . . . . . . . . . . . . . . 202 CHAPTER 11 The New Deal and World War I . . . . . . . . . . . . . . . . . . . . . 212 CHAPTER 12 Postwar America . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 256 CHAPTER 13 Decades of Change: 1960-1980 . . . . . . . . . . . . . . . . . . . . . 274 CHAPTER 14 The New Conservatism and a New World Order . . . . . . 304 CHAPTER 15 Bridge to the 21st Century . . . . . . . . . . . . . . . . . . . . . . . . . 320 PICTURE PROFILES Becoming a Nation . . . . . . . . . . . . . ....
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...M A G A Z I N E FA L L 2 0 0 2 Volume 20 Number 2 SPANNING THE GLOBE Duke Leads the Way in International Law Teaching and Scholarship inside plus Duke admits smaller, exceptionally well-qualified class Duke’s Global Capital Markets Center to launch new Directors’ Education Institute from the dean Dear Alumni and Friends, It is not possible, these days, for a top law school to be anything other than an international one. At Duke Law, we no longer think of “international” as a separate category. Virtually everything we do has some international dimension, whether it concerns international treaties and protocols, commercial transactions across national borders, international child custody disputes, criminal behavior that violates international human rights law, international sports competitions, global environmental regulation, international terrorism, or any number of other topics. And, of course, there is little that we do at Duke that does not involve scholars and students from other countries, who are entirely integrated with U.S. scholars and students. Students enrolled in our joint JD/LLM program in international and comparative law receive an in-depth education in both the public and private aspects of international and comparative law, enriched by the ubiquitous presence of foreign students; likewise, the foreign lawyers who enroll in our one-year LLM program in American law enroll in the same courses, attend the same conferences...
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...M A G A Z I N E FA L L 2 0 0 2 Volume 20 Number 2 SPANNING THE GLOBE Duke Leads the Way in International Law Teaching and Scholarship inside plus Duke admits smaller, exceptionally well-qualified class Duke’s Global Capital Markets Center to launch new Directors’ Education Institute from the dean Dear Alumni and Friends, It is not possible, these days, for a top law school to be anything other than an international one. At Duke Law, we no longer think of “international” as a separate category. Virtually everything we do has some international dimension, whether it concerns international treaties and protocols, commercial transactions across national borders, international child custody disputes, criminal behavior that violates international human rights law, international sports competitions, global environmental regulation, international terrorism, or any number of other topics. And, of course, there is little that we do at Duke that does not involve scholars and students from other countries, who are entirely integrated with U.S. scholars and students. Students enrolled in our joint JD/LLM program in international and comparative law receive an in-depth education in both the public and private aspects of international and comparative law, enriched by the ubiquitous presence of foreign students; likewise, the foreign lawyers who enroll in our one-year LLM program in American law enroll in the same courses, attend the same conferences...
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...Bloodlines of Illuminati by: Fritz Springmeier, 1995 Introduction: I am pleased & honored to present this book to those in the world who love the truth. This is a book for lovers of the Truth. This is a book for those who are already familiar with my past writings. An Illuminati Grand Master once said that the world is a stage and we are all actors. Of course this was not an original thought, but it certainly is a way of describing the Illuminati view of how the world works. The people of the world are an audience to which the Illuminati entertain with propaganda. Just one of the thousands of recent examples of this type of acting done for the public was President Bill Clinton’s 1995 State of the Union address. The speech was designed to push all of the warm fuzzy buttons of his listening audience that he could. All the green lights for acceptance were systematically pushed by the President’s speech with the help of a controlled congressional audience. The truth on the other hand doesn’t always tickle the ear and warm the ego of its listeners. The light of truth in this book will be too bright for some people who will want to return to the safe comfort of their darkness. I am not a conspiracy theorist. I deal with real facts, not theory. Some of the people I write about, I have met. Some of the people I expose are alive and very dangerous. The darkness has never liked the light. Yet, many of the secrets of the Illuminati are locked up tightly simply because secrecy is a way...
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...Auditing Cases An Interactive Learning Approach FIFTH M F S D E D ITIO N S. B A. B M. G F. P Boston Columbus Indianapolis New York San Francisco Upper Saddle River Amsterdam Cape Town Dubai London Madrid Milan Munich Paris Montreal Toronto Delhi Mexico City Sao Paulo Sydney Hong Kong Seoul Singapore Taipei Tokyo Editor in Chief: Donna Battista Acquisitions Editor: Stephanie Wall Editorial Project Manager: Christina Rumbaugh Senior Managing Editor: Cynthia Zonneveld Production Project Manager: Carol O'Rourke Senior Operations Supervisor: Diane Peirano Printer/Binder: BindRite Graphics, Robbinsville Credits and acknowledgments borrowed from other sources and reproduced, with permission, in this textbook appear on the appropriate page within text. Copyright © 2012, 2009, 2006, 2003, 2000 by Pearson Education, Inc., publishing Prentice Hall. All rights reserved. Manufactured in the United States of America. This publication is protected by Copyright, and permission should be obtained from the publisher prior to any prohibited reproduction, storage in a retrieval system, or transmission in any form or by any means, electronic, mechanical, photocopying, recording, or likewise. To obtain permission(s) to use material from this work, please submit a written request to Pearson Education, Inc., Permissions Department, One Lake Street, Upper Saddle River, New Jersey 07458, or you may fax your request to 201-236-3290. Many of the designations by manufacturers and sellers to distinguish...
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...CSS GENERAL KNOWLEDGE MCQS General Knowledge Q/A Q/A 1. The river Danube rises in which country? Germany. 2. Which US state has the sugar maple as its state tree and is the leading US producer of maple sugar? Vermont. 3. Which country is nicknamed ‘The Cockpit of Europe’ because of the number of battles throughout history fought on its soil? Belgium. 4. What is the capital of Libya? Tripoli. 5. Apart from French, German and Romansch, what is the fourth official language of the Switzerland? Italian. 6. Which country is the world’s largest producer of coffee? Brazil. 7. In which city was the world’s first underground train was service opened in 1863? London. 8. How many pairs of ribs are there in the human body? 12. 9. Which country is separated form Ethiopia by the Red Sea? Yemen. 10. What is the main port of Italy? Genoa. 11. Mount Logan is the highest peak in which country? Canada. 12. In which state is Harvard University? New Jersey. 13. Which is larger: Norway or Finland? Finland. 14. Which city was the first capital of the Kingdom of Italy until 1865? Turin. 15. What is measured by an ammeter? Electric current. 16. What is a rhinoceros horn made of? Hair. 17. Which three countries, apart from the former Yugoslavia, share borders with Greece? Albania, Bulgaria, Turkey. 18. The Palk Strait separates which two countries? India and Sri Lanka. 19. Ga is the symbol for which element? Gallium. 20....
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...Deeper Luxury lp lan eta ryr es t originalexperientialconnectedwholelovingdepthmeaningspecialnaturalauthenticgreengenuinetrustedconsceoustsusttainableethicalinnerintegralrespectfulplanetaryrestorativethri r us bl i na nableenchantinginnerintegralrespectfulconsciousrestorativeauthentircgreencontributingengagingworthwhileinspirinedcpinitualcreativediverseoriginalexperientialconnectedwhole gs o r taing henticg eengenuinetru s erseoriginalexperientialconnectedwholelovingdepthmeanitngtspecialnaturalauthentstgreconsciuiussuustedconscioussustsciinu bleethicalinnerintegralrespectfulplanetaryconscio hau a oas ic ed engeno netr dep su s t ovi g i e ectedwholelovingdepthmeaningspecialnaturalethichallelrunstedplanetarysustainableencharnttvinginnerintegralrespectfulconsciousres torativeauthenticgreencontributingengagingwo oa tai w o cted aningspecialnaturalauth me originalexperientialconnectedwholelovingdepntnh na e e us r enticgreengenuinetrustedconsciousspetainableethicalinnb rintegralrespectfulplanetaryrestorativethri o alc x l ie i ieo nableenchantinginnerintegralrespecltfuelrcntinsciousrestorativeauthenticgreencontributingengagingworthwhileinspiringspiritualcreativedeverseoriginalexperientialconnectedwvholre xp rati eth e th ina yr to ig ce erseoriginalexperientialconnescoredwholelovingdepthmeaningspecialnaturalauthenticgreengenuinetrustedconscioussustainableethicalininal rintegralrespectfulplantatraresconscio ee y et r inn langengagingwo ive fu d ectedwholelovingdepthmetaningspe...
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...Español | Français | Русский | USINFO > Publications An Outline of the U.S. Economy Related Item USA Economy in Brief CONTENTS Continuity and Change This volume was prepared for the U.S. Department of State by Christopher Conte, a former editor and reporter for the Wall Street Journal, with Albert R. Karr, a former Wall Street Journal reporter. It updates several previous editions that had been issued by the U.S. Information Agency beginning in 1981. How the U.S. Economy Works The U.S. Economy: A Brief History Small Business and the Corporation Stocks, Commodities, and Markets The Role of the Government in the Economy Monetary and Fiscal Policy American Agriculture: Its Changing Significance (Posted February 2001) Labor in America: The Worker's Role Other Language Versions: Foreign Trade and Global Economic Policies Afterword: Beyond Economics Glossary Executive Editor: George Clack | Editor: Kathleen E. Hug | Art Director: Barbara Long Illustrations: Lisa Manning | Internet Editor: Barbara Long This site is produced and maintained by the U.S. Department of State's Bureau of International Information Programs. Links to other internet sites should not be construed as an endorsement of the views contained therein. Home | About USINFO | Site Index | Webmaster | Privacy Topics | Regions | Resource Tools | Products | | Continuity and Change How the U.S. Economy Works The U.S. Economy: A Brief History Small...
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...COURSE STUDENT GUIDE TO CULTURAL AWARENESS INDEX LESSON TITLE PAGE 1 Philosophical Aspects of Culture SG- 3 C1 Native American Experience SG- 4 C2 White American Experience SG- 23 C3 Arab American Experience SG- 43 C4 Hispanic American Experience SG- 53 C5 Black American Experience SG- 76 C6 Asian American Experience SG-109 C7 Jewish American Experience SG-126 C8 Women in the Military SG-150 C9 Extremist Organizations/Gangs SG-167 STUDENTS ARE RESPONSIBLE FOR BEING FAMILIARIZED WITH ALL CLASS MATERIAL PRIOR TO CLASS. INFORMATION PAPER ON THE PHILOSOPHICAL ASPECTS OF CULTURAL DIFFERENCE Developed by Edwin J. Nichols, Ph.D. |Ethnic Groups/ |Axiology |Epistemology |Logic |Process | |World Views | | | | | |European |Member-Object |Cognitive |Dichotomous |Technology | |Euro-American |The highest value lies in the object |One knows through counting |Either/Or |All sets are repeatable and| | ...
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...Landscape Sam Wineburg, Historical Thinking and Other Unnatural Acts: Charting the Future of Teaching the Past Sharon Hartman Strom, Political Woman: Florence Luscomb and the Legacy of Radical Reform Michael Adas, ed., Agricultural and Pastoral Societies in Ancient and Classical History Jack Metzgar, Striking Steel: Solidarity Remembered Janis Appier, Policing Women: The Sexual Politics of Law Enforcement and the LAPD Allen Hunter, ed., Rethinking the Cold War Eric Foner, ed., The New American History. Revised and Expanded Edition E SSAYS ON _ T WENTIETH- C ENTURY H ISTORY Edited by Michael Adas for the American Historical Association TEMPLE UNIVERSITY PRESS PHILADELPHIA Temple University Press 1601 North Broad Street Philadelphia, Pennsylvania 19122 www.temple.edu/tempress Copyright © 2010 by Temple University All rights reserved Published 2010 Library of Congress Cataloging-in-Publication Data Essays on twentieth century history / edited by Michael...
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