...Berkeley Master of Engineering Program Student Handbook 2014-2015 edited 6/17/14 ld 1 Table of Contents MASTER OF ENGINEERING PROGRAM CONTACT INFORMATION ........................................................ 4 FUNG INSTITUTE FACULTY & STAFF .......................................................................................................................... 4 DEPARTMENT STAFF .................................................................................................................................................. 5 ADDITIONAL RESOURCES CONTACT INFORMATION ................................................................................ 6 MASTER OF ENGINEERING HONOR CODE ..................................................................................................... 7 ACADEMIC INTEGRITY................................................................................................................................................ 7 ACADEMIC AFFAIRS ............................................................................................................................................. 10 THE ACADEMIC PROGRAM ....................................................................................................................................... 10 ADVANCEMENT TO CANDIDACY .............................................................................................................................. 10 REGISTRATION...
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...TENNIS RECOVERY A Comprehensive Review of the Research Editors: Mark S. Kovacs, PhD Todd S. Ellenbecker, DPT W. Ben Kibler, MD A United States Tennis Association Sport Science Committee Project Tennis Recovery: A Comprehensive Review of the Research Copyright © 2010 United States Tennis Association Inc. ISBN 978-0-692-00528-6 Editors: Mark S. Kovacs, Todd S. Ellenbecker, W. Ben Kibler TENNIS RECOVERY A Comprehensive Review of the Research A United States Tennis Association Sport Science Committee Project Editors: Mark S. Kovacs, PhD Todd S. Ellenbecker, DPT W. Ben Kibler, MD Introduction In the last two decades, physical training and competitive opportunities have increased dramatically in junior, collegiate and professional tennis. This arose due to a multitude of factors, but much of it has stemmed from an increase in knowledge and understanding of scientifically based training programs focused on improving performance. As this focus on performance has increased, the area of recovery has received relatively limited focus. Recovery is a multi-faceted paradigm focusing on recovery from training—session to session, day to day and week to week. Recovery is also vitally important during training as well as in competition between matches and between days during multi-day tournaments. As more information is needed in the area of tennis specific recovery, the Sport Science Committee of the United States Tennis Association (USTA) sponsored an extensive evidence-based...
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...Nouveau, M.J. Walock, M. Nasri, T. Gharib PII: DOI: Reference: To appear in: S0042-207X(11)00353-8 10.1016/j.vacuum.2011.09.008 VAC 5485 Vacuum Received Date: 20 February 2011 Revised Date: 5 September 2011 Accepted Date: 18 September 2011 Please cite this article as: Tlili B, Nouveau C, Walock MJ, Nasri M, Gharib T. Effect of layer thickness on thermal properties of multilayer thin films produced by PVD, Vacuum (2011), doi: 10.1016/ j.vacuum.2011.09.008 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. ACCEPTED MANUSCRIPT Effect of layer thickness on thermal properties of multilayer thin films produced by PVD B. Tlilia,b, C. Nouveaub, M J Walockc,a, M. Nasria, dT.Gharib. UR. Mécanique Appliquée, Ingénierie et Industrialisation (M.A.2I), ENIT, BP 37, Le Belvédère, 1002 Tunis, Tunisie b Laboratoire Bourguignon des Matériaux et Procédés (LaBoMaP), Centre Arts et Métiers ParisTech de Cluny, Rue Porte de Paris, F-71250 Cluny, France c a Department of Physics, University of Alabama at Birmingham, USA d Photothermal Laboratory, I PEI 8000 Nabeul, Tunisia. ...
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...1 1 Fundamentals of Semiconductor Electrochemistry and Photoelectrochemistry Krishnan Rajeshwar The University of Texas at Arlington, Arlington, Texas 1.1 1.2 1.3 1.3.1 1.3.2 1.3.3 1.3.4 1.4 1.4.1 1.4.2 1.4.3 1.5 1.5.1 1.5.2 1.5.3 1.5.4 1.5.5 1.6 1.7 1.7.1 1.7.2 1.7.3 1.7.4 1.7.5 Introduction and Scope . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Electron Energy Levels in Semiconductors and Energy Band Model . The Semiconductor–Electrolyte Interface at Equilibrium . . . . . . . . The Equilibration Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . The Depletion Layer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mapping of the Semiconductor Band-edge Positions Relative to Solution Redox Levels . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Surface States and Other Complications . . . . . . . . . . . . . . . . . . . Charge Transfer Processes in the Dark . . . . . . . . . . . . . . . . . . . . Current-potential Behavior . . . . . . . . . . . . . . . . . . . . . . . . . . . . Dark Processes Mediated by Surface States or by Space Charge Layer Recombination . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Rate-limiting Steps in Charge Transfer Processes in the Dark . . . . . Light Absorption by the Semiconductor Electrode and Carrier Collection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Light Absorption...
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...A Statistical Perspective on Data Mining Ranjan Maitra∗ Abstract Technological advances have led to new and automated data collection methods. Datasets once at a premium are often plentiful nowadays and sometimes indeed massive. A new breed of challenges are thus presented – primary among them is the need for methodology to analyze such masses of data with a view to understanding complex phenomena and relationships. Such capability is provided by data mining which combines core statistical techniques with those from machine intelligence. This article reviews the current state of the discipline from a statistician’s perspective, illustrates issues with real-life examples, discusses the connections with statistics, the differences, the failings and the challenges ahead. 1 Introduction The information age has been matched by an explosion of data. This surfeit has been a result of modern, improved and, in many cases, automated methods for both data collection and storage. For instance, many stores tag their items with a product-specific bar code, which is scanned in when the corresponding item is bought. This automatically creates a gigantic repository of information on products and product combinations sold. Similar databases are also created by automated book-keeping, digital communication tools or by remote sensing satellites, and aided by the availability of affordable and effective storage mechanisms – magnetic tapes, data warehouses and so on. This has created a situation...
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...THE EMPLOYER AND THE EX-OFFENDER: THE DISCRIMINATORY EFFECTS OF CRIMINAL BACKGROUND CHECKS TABLE OF CONTENTS I. INTRODUCTION………………………………………………………………………… 3 II. OFFENDER AND EX OFFENDER HISTORY IN THE UNITED STATES………….. 5 A. LEGAL HISTORY OF EMPLOYMENT DISCRIMINATION AGAINST EX OFFENDERS ……… 5 B. THE NUMBER OF EX OFFENDERS IS RAPIDLY INCREASING .............................................................................8 C. IMPACT OF CONVICTION ON EMPLOYABILITY OF EX OFFENDERS ................................................................. 10 III. CRIMINAL BACKGROUND CHECKS AID IN THE DISPROPORTIONATE EXCLUSION OF MINORITIES ………………………………………………………………………………… 13 A. EMPLOYERS ARE PREJUDICED UPON FINDING CRIMINAL CONVICTIONS .................................................. 13 B. BLACKS AND LATINOS ARE EXCLUDED FROM THE WORK FORCE DUE TO STIGMAS OF MINORITY STATUS AND CRIMINAL RECORD ....................................................................................................................... 15 IV. HEIGHTENED SCRUTINY TURNS ON EMPLOYER HIRING PRACTICES INFLUENCED BY CRIMINAL BACKGROUND CHECKS………………………………………………………………………………………… 18 A. THE EQUAL EMPLOYMENT OPPORTUNITY COMMISSION ATTEMPTS TO PROVIDE MUCH NEEDED GUIDANCE ON CONDUCTING CRIMINAL BACKGROUND CHECKS AND SUBSEQUENT HIRING PRACTICES ..................................................................................................................... 18 B. NOTABLE LEGAL ACTION STEMMING...
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...IMPRINT Imprint © 2013 Smashing Media GmbH, Freiburg, Germany ISBN: 978-3-94454016-0 Cover Design: Ricardo Gimenes PR & Press: Stephan Poppe eBook Strategy and Editing: Vitaly Friedman Technical Editing: Cosima Mielke Planning and Quality Control: Vitaly Friedman, Iris Lješnjanin Tools: Elja Friedman. Syntax Highlighting: Prism by Lea Verou. Idea & Concept: Smashing Media GmbH Preface Over the past few years, our eBook collection has grown steadily. With more than 50 eBooks already available and counting, we made the decision half a year ago to bundle all of this valuable content into one big lovely package: The Smashing Library1. As a humble gift to you, dear reader, we have now put together this Editor’s Choice eBook. It’s a little Smashing Library treat, featuring some of the most memorable and useful articles that have been published on Smashing Magazine in the last few years — all of them carefully selected and thoroughly edited. Ranging from heavily discussed topics such as responsive Web design, to ideas on UX, to trusty mainstays like nifty Photoshop tricks, to hands-on business advice and design inspiration, this eBook is a potpourri as diverse as your work as a Web designer. We hope you enjoy reading it as much as we do editing and creating each and every eBook page that finds a home in our Smashing Library. — Cosima Mielke, Smashing eBook Producer 1. http://smashed.by/library 2 TABLE OF CONTENTS Designing For The Reading Experience...
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...'Vhat'Ve Can't A Guide J. Budzisze wski WHAT WE CAN’T NOT KNOW J. BUDZISZEWSKI WHAT WE CAN’T NOT KNOW A Guide Revised and Expanded Edition IGNATIUS PRESS SAN FRANCISCO First edition published by Spence Publishing Company, Dallas, Texas ©2003 by J. Budziszewski All rights reserved Cover illustration: Comstock/Fotosearch.com Cover design by Sam Torode ©2004 Spence Publishing Company Used by permission Published in 2011 by Ignatius Press, San Francisco ©2003, 2011 J. Budziszewski All rights reserved ISBN 978-1-58617-481-1 Library of Congress Control Number 2010927673 Printed in the United States of America To my grandparents Julian and Janina Budziszewski, long departed, not forgotten The mind of man is the product of live Law; it thinks by law, it dwells in the midst of law, it gathers from law its growth; with law, therefore, can it alone work to any result. —George MacDonald CONTENTS PREFACE TO THE SECOND EDITION A New Phase of an Old Tradition ix PREFACE TO THE FIRST EDITION Whom This Book Is For xix ACKNOWLEDGMENTS xxiii INTRODUCTION The Moral Common Ground 3 I THE LOST WORLD Things We Can’t Not Know 1 2 What It Is That We Can’t Not Know 3 Could We Get By Knowing Less? II EXPLAINING THE LOST WORLD 4 The First and Second Witnesses 5 The Third and Fourth Witnesses 6 Some Objections vii 19 29 54 83 93 116 viii WHAT WE CAN’T NOT KNOW III HOW THE LOST WORLD WAS LOST 7...
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...ork2012 - 2013 Catalog A Message from the President “Sullivan University is truly a unique and student success focused institution.” I have shared that statement with numerous groups and it simply summarizes my basic philosophy of what Sullivan is all about. When I say that Sullivan is “student success focused,” I feel as President that I owe a definition of this statement to all who are considering Sullivan University. First, Sullivan is unique among institutions of higher education with its innovative, career-first curriculum. You can earn a career diploma or certificate in a year or less and then accept employment while still being able to complete your associate, bachelor’s, master’s or doctoral degree by attending during the day, evenings, weekends, or online. Business and industry do not expand or hire new employees only in May or June each year. Yet most institutions of higher education operate on a nine-month school year with almost everyone graduating in May. We remained focused on your success and education, and continue to offer our students the opportunity to begin classes or to graduate four times a year with our flexible, year-round full-time schedule of classes. If you really want to attend a school where your needs (your real needs) come first, consider Sullivan University. I believe we can help you exceed your expectations. Since words cannot fully describe the atmosphere at Sullivan University, please accept my personal invitation to visit and experience...
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...DELL INC (4331) 10-K Annual report pursuant to section 13 and 15(d) Filed on 03/13/2012 Filed Period 02/03/2012 Table of Contents UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 Form 10-K (Mark One) x ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the fiscal year ended February 3, 2012 or o TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the transition period from to Commission file number: 0-17017 Dell Inc. (Exact name of registrant as specified in its charter) Delaware (State or other jurisdiction of incorporation or organization) 74-2487834 (I.R.S. Employer Identification No.) One Dell Way, Round Rock, Texas 78682 (Address of principal executive offices) (Zip Code) Registrant’s telephone number, including area code: 1-800-BUY-DELL Securities registered pursuant to Section 12(b) of the Act: Title of each class Common Stock, par value $.01 per share Name of each exchange on which registered The NASDAQ Stock Market LLC (NASDAQ Global Select Market) Securities registered pursuant to Section 12(g) of the Act: None Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes o No R Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes o No R Indicate by check mark whether the registrant (1) has...
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...Deep Learning more at http://ml.memect.com Contents 1 Artificial neural network 1 1.1 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 History . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 1.2.1 Improvements since 2006 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.3.1 Network function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.3.2 Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3.3 Learning paradigms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.3.4 Learning algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.4 Employing artificial neural networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.5 Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.5.1 Real-life applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.5.2 Neural networks and neuroscience . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 1.6 Neural network software ...
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...This page intentionally left blank Business Performance Measurement Drawing together contributions from leading thinkers around the world, this book reviews recent developments in the theory and practice of performance measurement and management. Significantly updated and modified from the first edition, the book includes ten new chapters that provide a comprehensive review of performance measurement from the perspectives of accounting, marketing, operations, public services and supply chain management. In addition to these functional analyses the book explores performance measurement frameworks and methodologies, practicalities and challenges, and enduring questions and issues. Edited by one of the world’s leading experts on performance measurement and management, Business Performance Measurement will be of interest to graduate students, managers and researchers who wish to understand more about the latest developments in this rapidly changing field. Andy Neely is Deputy Director of the ESRC/EPSRC AIM Research initiative, Professor of Operations Strategy and Performance at Cranfield School of Management, and Visiting Professor of Operations Management at London Business School. Business Performance Measurement Unifying theories and integrating practice Second edition Edited by Andy Neely CAMBRIDGE UNIVERSITY PRESS Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore, São Paulo Cambridge University Press The Edinburgh Building, Cambridge...
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...POSTPARTUM DEPRESSION: LITERATURE REVIEW OF RISK FACTORS AND INTERVENTIONS Donna E. Stewart, MD, FRCPC E. Robertson, M.Phil, PhD Cindy-Lee Dennis, RN, PhD Sherry L. Grace, MA, PhD Tamara Wallington, MA, MD, FRCPC ©University Health Network Women’s Health Program 2003 Prepared for: Toronto Public Health October 2003 Women’s Health Program Financial assistance by Health Canada Toronto Public Health Advisory Committee: Jan Fordham, Manager, Planning & Policy – Family Health Juanita Hogg-Devine, Family Health Manager Tobie Mathew, Health Promotion Consultant – Early Child Development Project Karen Wade, Clinical Nurse Specialist, Planning & Policy – Family Health Mary Lou Walker, Family Health Manager Karen Whitworth, Mental Health Manager Copyright: Copyright of this document is owned by University Health Network Women’s Health Program. The document has been reproduced for purposes of disseminating information to health and social service providers, as well as for teaching purposes. Citation: The following citation should be used when referring to the entire document. Specific chapter citations are noted at the beginning of each chapter. Stewart, D.E., Robertson, E., Dennis, C-L., Grace, S.L., & Wallington, T. (2003). Postpartum depression: Literature review of risk factors and interventions. POSTPARTUM DEPRESSION: LITERATURE REVIEW OF RISK FACTORS AND INTERVENTIONS Table of Contents EXECUTIVE SUMMARY 2 OVERALL METHODOLOGICAL FRAMEWORK 5 CHAPTER 1: RISK FACTORS FOR...
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...Courtesy of L E K A R SPECIAL EDITION Authors: Marino, Paul L. Title: ICU Book, The, 3rd Edition Copyright ©2007 Lippincott Williams & Wilkins ISBN: 0-7817-4802-X Authors Dedication Quote Preface to Third Edition Preface to First Edition Acknowledgments Table of Contents Section I - Basic Science Review Basic Science Review Chapter 1 - Circulatory Blood Flow Chapter 2 - Oxygen and Carbon Dioxide Transport Section II - Preventive Practices in the Critically Ill Preventive Practices in the Critically Ill Chapter 3 - Infection Control in the ICU Chapter 4 - Alimentary Prophylaxis Chapter 5 - Venous Thromboembolism Section III - Vascular Access Vascular Access Chapter 6 - Establishing Venous Access Chapter 7 - The Indwelling Vascular Catheter Section IV - Hemodynamic Monitoring Hemodynamic Monitoring Chapter 8 - Arterial Blood Pressure Chapter 9 - The Pulmonary Artery Catheter Chapter 10 - Central Venous Pressure and Wedge Pressure Chapter 11 - Tissue Oxygenation Section V - Disorders of Circulatory Flow Disorders of Circulatory Flow Chapter 12 - Hemorrhage and Hypovolemia Chapter 13 - Colloid and Crystalloid Resuscitation Chapter 14 - Acute Heart Failure Syndromes Chapter 15 - Cardiac Arrest Chapter 16 - Hemodynamic Drug Infusions Section VI - Critical Care Cardiology Critical Care Cardiology Chapter 17 - Early Management of Acute Coronary Syndromes Chapter 18 - Tachyarrhythmias Section VII - Acute Respiratory Failure Acute Respiratory Failure Chapter 19 - Hypoxemia...
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...DELL INC (DELL) 10-K Annual report pursuant to section 13 and 15(d) Filed on 03/15/2011 Filed Period 01/28/2011 Table of Contents UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 Form 10-K (Mark One) x ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the fiscal year ended January 28, 2011 or TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 For the transition period from to Commission file number: 0-17017 o Dell Inc. (Exact name of registrant as specified in its charter) Delaware (State or other jurisdiction of incorporation or organization) 74-2487834 (I.R.S. Employer Identification No.) One Dell Way, Round Rock, Texas 78682 (Address of principal executive offices) (Zip Code) Registrant's telephone number, including area code: 1-800-BUY-DELL Securities registered pursuant to Section 12(b) of the Act: Name of each exchange on which registered The NASDAQ Stock Market LLC (NASDAQ Global Select Market) Securities Registered Pursuant to Section 12(g) of the Act: None Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes o No þ Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 15(d) of the Act. Yes o No þ Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the...
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