Minitab Helps Unifi Put the Shirt on Your Back
|
|
- Kelly Johnston
- 5 years ago
- Views:
Transcription
1 Minitab Helps Unifi Put the Shirt on Your Back Since 1971, Unifi Manufacturing, Inc. has been a leading producer of multi-filament polyester and nylon textured yarns. The company s manufacturing processes turn raw and recycled materials and fibers into synthetic filament yarns that behave like natural yarns, but have superior performance. Unifi s yarns are found in many products manufactured by the world s leading retailers from clothing and industrial applications to home furnishings. Unifi s customers can specify the yarn characteristics they need such as dyeability and strength then Unifi produces the customized yarn by adjusting machine settings using a process known as false-twist texturing. In Unifi s quest to deliver high-quality synthetic yarns, the company turned to Minitab Statistical Software to help optimize and improve its false-twist texturing process. The Challenge Unifi Manufacturing trusts Minitab Statistical Software for the data analysis necessary to improve the false-twist texturing process they use to manufacture synthetic yarns. To comply with guidelines surrounding manufacturing quality standards and the longterm storage of data, Unifi already collected and analyzed a vast amount of data for their false-twist texturing process. Using this data, process optimization took place daily through multiple statistical methods. These methods, including designed experiments, were used to build various types of causal models, which allowed technicians to predict
2 yarn properties and select process parameters. However, the models were not easy to obtain and were an expensive option due to the high number of variables involved and large amount of time Unifi quality technicians needed to invest. Unifi s false-twist texturing process is very complex and contains a number of manipulated factors that are highly correlated. The presence of highly correlated factors, known as "multicollinearity," often results in redundant measurements and reduced statistical efficiency. Unifi set out to find a more efficient, cost-effective approach for the data analysis needed to optimize the false-twist texturing process. They found the solution in Minitab Statistical Software. How Minitab Helped Unifi quality technicians used Minitab s powerful data analysis to narrow their statistical approach to the analysis best suited for practical daily use. Taking advantage of the large quantity of data the company already had available, they used Minitab to evaluate and compare models from three different methods multiple linear regression, principal components analysis, and partial least squares (PLS) to find which would work best for optimizing the false-twist texturing process. Minitab s powerful Partial Least Squares (PLS) regression made it easy for Unifi technicians to see how manipulating variables affects yarn properties.
3 Minitab analysis of data collected at the Unifi spinning plant in Yadkinville, North Carolina, revealed that PLS analysis was the fastest and simplest method for generating accurate models, and was also the best of the three at remedying multicollinearity. The other approaches required additional experimental work, which was much more expensive and time-intensive and thus not feasible for everyday use. With PLS, Unifi technicians also were able to identify outlier data sooner than they could when using classical linear regression. This saved time and allowed technicians to catch and fix potential problems with the process much earlier than they had been able to do before using PLS. Minitab allowed Unifi technicians to quickly update new production data based upon process adjustments, and then view those changes visually with graphs. Minitab also made it possible for technicians to quickly update new production data based upon process adjustments, and then view the changes visually with graphs. Seeing how variable settings changed yarn properties made it easy to achieve the quality characteristics their customers need. The Results Unifi s successful PLS approach shows how process optimization techniques can bring true benefits to false-twist texturing. Because the yarn industry s widespread use of process improvement techniques and statistical software is still relatively new, Unifi s
4 success with Minitab demonstrates that these techniques can be applied more frequently and more extensively in the future. The improvements to the false-twist texturing process have not only made it easier for Unifi to provide customers with highly-customized yarns of the highest quality, but improvements have also helped keep costs low. The time Unifi quality technicians spend completing experimental work to optimize the process has been dramatically reduced. "We ve been able to reduce or completely eliminate experimental trials from our process," says Edmir Silva, technical manager at Unifi s Yadkinville, North Carolina plant. "Minitab helped us bring actual value to our process without incurring any major costs" he says. ORGANIZATION Unifi Manufacturing, Inc. OVERVIEW Headquartered in Greensboro, N.C. Founded in 1971 Leading producer of multi-filament polyester and nylon textured yarns Manufacturing facilities in the U.S., South America, and China QUALITY CHALLENGE Optimize and improve the false-twist texturing process PRODUCTS USED Minitab Statistical Software RESULTS Reduced or eliminated experimental trials, saving time and money
5 Optimized false-twist texturing process Provided a model of success for the future
Prediction of False Twist Textured Yarn Properties by Artificial Neural Network Methodology
Prediction of False Twist Textured Yarn Properties by Artificial Neural Network Methodology Bahareh Azimi, Mohammad Amani Tehran, PhD, Mohammad Reza Mohades Mojtahedi Amir Kabir University, Tehran IRAN
More informationSaving Critical Space. Cable Management Solutions
Saving Critical Space Cable Management Solutions Cable Management Innovation that Saves Space where You Need It Most Enterprise telecom rooms have traditionally housed telecommunications equipment, cable
More informationRF Code Delivers Millions of Dollars in Annual Power & Cooling Savings for CenturyLink
INDUSTRIAL INTERNET IN ACTION CASE STUDY RF Code Delivers Millions of Dollars in Annual Power & Cooling Savings for CenturyLink CLIENT PROFILE CenturyLink Technology Solutions is the second largest telecommunications
More informationY O UR BUS I N E SS IS ONL Y A S S TR ON G A S YO U R CONNEC T I O N T HE I M P ORTANCE OF R ELI ABLE CO NNECTIVITY W HAT S IN SIDE:
W H I T E PA P E R C O N N E C T I V I T Y Y O UR BUS I N E SS IS ONL Y A S S TR ON G A S YO U R CONNEC T I O N T HE I M P ORTANCE OF R ELI ABLE CO NNECTIVITY W HAT S IN SIDE: The importance of connectivity
More informationCisco Virtual Experience Infrastructure for Government. Virtualize Your Desktop and Increase Agency Efficiency
Cisco Virtual Experience Infrastructure for Government Virtualize Your Desktop and Increase Agency Efficiency County Enhances Municipal Services Muskegon County offers a wide range of diverse programs
More informationProgrammable Logic Training Courses
Programmable Logic Training Courses Course Information and Schedule March 1996 through December 1996 (Latest schedule is also available on web at http://www.xilinx.com) Who Should Attend a Training Class?
More informationChapter 9. Software Testing
Chapter 9. Software Testing Table of Contents Objectives... 1 Introduction to software testing... 1 The testers... 2 The developers... 2 An independent testing team... 2 The customer... 2 Principles of
More informationSmart Data Center From Hitachi Vantara: Transform to an Agile, Learning Data Center
Smart Data Center From Hitachi Vantara: Transform to an Agile, Learning Data Center Leverage Analytics To Protect and Optimize Your Business Infrastructure SOLUTION PROFILE Managing a data center and the
More informationData Center E-Book
Data Center E-Book 2019 At the foundation of all service is people. Sometimes machines dispense tools and information, but behind every intended form of communication is a human being, attempting to inform
More informationMRI SERVICE SOLUTIONS
MRI SERVICE SOLUTIONS SITE PLANNING AND DESIGN ENGINEERING AND CONSULTING MAINTENANCE AND REPAIR TRAINING AND EDUCATION YOUR IMAGE IS SAFE WITH US WE NEVER FORGET WHAT MATTERS MOST. WHEN IT COMES TO SERVICE,
More informationThe Twinsburg, Ohio Plant: World-Class Electronic Sub-Assembly Manufacturing
The Twinsburg, Ohio Plant: World-Class Electronic Sub-Assembly Manufacturing Our Twinsburg facility has been honored with several awards for leading edge manufacturing capabilities and an extraordinarily
More informationChapter 15 Mixed Models. Chapter Table of Contents. Introduction Split Plot Experiment Clustered Data References...
Chapter 15 Mixed Models Chapter Table of Contents Introduction...309 Split Plot Experiment...311 Clustered Data...320 References...326 308 Chapter 15. Mixed Models Chapter 15 Mixed Models Introduction
More informationELGIN ACADEMY Mathematics Department Evaluation Booklet (Main) Name Reg
ELGIN ACADEMY Mathematics Department Evaluation Booklet (Main) Name Reg CfEM You should be able to use this evaluation booklet to help chart your progress in the Maths department from August in S1 until
More informationConnect To. A Better Communications Experience
Connect To A Better Communications Experience Thriving In a Digital Economy 60.7% of buildings are in the Fiber Gap with no accessibility to fiber. 1 We are in a hyper-connected, high-tech economy. And
More informationData Sheet - Site and User Analytics for SharePoint PRODUCT BROCHURE.
Data Sheet - Site and User Analytics for SharePoint PRODUCT BROCHURE www.sharepointvitals.com SharePoint Vitals brings all the user activity data you could ever want to your fingertips. ABOUT VITALS Find
More informationEnterprise Miner Software: Changes and Enhancements, Release 4.1
Enterprise Miner Software: Changes and Enhancements, Release 4.1 The correct bibliographic citation for this manual is as follows: SAS Institute Inc., Enterprise Miner TM Software: Changes and Enhancements,
More informationGALLIA EST OMNIS DIVISA. AeroLink TM ADSS Cables
GALLIA EST OMNIS DIVISA AeroLink TM ADSS Cables About Us Prysmian (formerly Pirelli) has been in the cabling business for over 125 years, operating with 53 manufacturing plants and more than 12,000 employees
More informationExcel Basics Rice Digital Media Commons Guide Written for Microsoft Excel 2010 Windows Edition by Eric Miller
Excel Basics Rice Digital Media Commons Guide Written for Microsoft Excel 2010 Windows Edition by Eric Miller Table of Contents Introduction!... 1 Part 1: Entering Data!... 2 1.a: Typing!... 2 1.b: Editing
More informationPepperell Center Data Center Offering. Pepperell Center. Data Center Offering. Pepperell Mill Campus 40 Main Street Biddeford, Maine.
Pepperell Center Data Center Offering Pepperell Mill Campus 40 Main Street Biddeford, Maine Page 1 Summer 2009 Table of Contents Project Summary... 3 History... 4 Location Viability... 5 Pepperell Center...
More informationDelivering. Effective Element Management Networks
Delivering Effective Element Management RELIABLE for Networks Reducing Costs While Improving NETWORK PERFORMANCE is the PROBLEM NODE D NODE D NODE E Central Office B Central Office A NODE D Central Office
More informationBright House Networks Enterprise Solutions. FINAL Proposal for: WE RE WIRED DIFFERENTLY. Voice Data Cloud Managed Services. Proposal Date: 4/14/2016
Bright House Networks Enterprise Solutions Voice Data Cloud Managed Services FINAL Proposal for: City of Port Orange Lisa Bryant Account Executive Bright House Networks Enterprise Solutions 65 S Keller
More informationCASE STUDY RETAIL. Getting a complete view of SQL Server estates using SQL Monitor and Slack
CASE STUDY RETAIL Getting a complete view of SQL Server estates using SQL Monitor and Slack We were administering our monitoring tools as much as we were our SQL Server estate. Mamas & Papas (M&P) is a
More informationApplication of TRIE data structure and corresponding associative algorithms for process optimization in GRID environment
Application of TRIE data structure and corresponding associative algorithms for process optimization in GRID environment V. V. Kashansky a, I. L. Kaftannikov b South Ural State University (National Research
More informationEHS Steering Team Meting, 2008
EHS Steering Team Meting t, 2008 Duke Energy Fast Facts Duke Energy Corporation is an energy company headquartered in Charlotte, N.C. Its Regulated Utilities business unit serves 7.3 million retail electric
More information(x 2)(3x + 1) = 3x + 1
Chapter 10 2-way Bounding In high school and early college mathematics, we are often proving equalities and we often prove them by manipulating a sequence of equalities. For example 3x 2 5x 2 x 2 = (x
More informationA Novel Approach to Image Segmentation for Traffic Sign Recognition Jon Jay Hack and Sidd Jagadish
A Novel Approach to Image Segmentation for Traffic Sign Recognition Jon Jay Hack and Sidd Jagadish Introduction/Motivation: As autonomous vehicles, such as Google s self-driving car, have recently become
More informationPostgres Plus and JBoss
Postgres Plus and JBoss A New Division of Labor for New Enterprise Applications An EnterpriseDB White Paper for DBAs, Application Developers, and Enterprise Architects October 2008 Postgres Plus and JBoss:
More informationAnd the benefits are immediate minimal changes to the interface allow you and your teams to access these
Find Out What s New >> With nearly 50 enhancements that increase functionality and ease-of-use, Minitab 15 has something for everyone. And the benefits are immediate minimal changes to the interface allow
More informationTHE ART OF EXCEEDING EXPECTATIONS. CMX for Retail. Customer feedback to provide insight, engagement and results.
THE ART OF EXCEEDING EXPECTATIONS CMX for Retail Customer feedback to provide insight, engagement and results. CMX for retail provides actionable customer feedback to grow your business. Multi-site analysis
More informationdata-based banking customer analytics
icare: A framework for big data-based banking customer analytics Authors: N.Sun, J.G. Morris, J. Xu, X.Zhu, M. Xie Presented By: Hardik Sahi Overview 1. 2. 3. 4. 5. 6. Why Big Data? Traditional versus
More informationCOMPANY o v e r v i e w
COMPANY o v e r v i e w QUALITY SERVICE INNOVATION VALUE From day one, quality is something we bake into everything we do. John Siemon, VP of Global Operations THE SIEMON DIFFERENCE Established in 1903,
More informationT A C. Total. Taking Footwear Design Virtualization to a New Level
T A C Total Appearance Capture Taking Footwear Design Virtualization to a New Level Why Total Appearance Capture In the highly competitive apparel and footwear business, time to market and cost-effectiveness
More informationQuestion 1: What is a code walk-through, and how is it performed?
Question 1: What is a code walk-through, and how is it performed? Response: Code walk-throughs have traditionally been viewed as informal evaluations of code, but more attention is being given to this
More informationChapter 13 Multivariate Techniques. Chapter Table of Contents
Chapter 13 Multivariate Techniques Chapter Table of Contents Introduction...279 Principal Components Analysis...280 Canonical Correlation...289 References...298 278 Chapter 13. Multivariate Techniques
More informationMedia-Ready Network Transcript
Media-Ready Network Transcript Hello and welcome to this Cisco on Cisco Seminar. I m Bob Scarbrough, Cisco IT manager on the Cisco on Cisco team. With me today are Sheila Jordan, Vice President of the
More informationIDERA HELPS PPG INDUSTRIES REDUCE SQL SERVER BACKUP STORAGE COSTS BY OVER 70%
IDERA HELPS PPG INDUSTRIES REDUCE SQL SERVER BACKUP STORAGE COSTS BY OVER 70% PPG LEVERAGES IDERA S ON 60 MICROSOFT SQL SERVERS ACROSS THE US AND CANADA PROCESSING MORE THAN 3,400 BACKUPS PER DAY PPG Industries,
More informationAlgorithms Part 2: Measuring Time
Algorithms Part 2: Measuring Time Notes for CSC 100 - The Beauty and Joy of Computing The University of North Carolina at Greensboro Reminders Reading: Emma reading (+ videos) - Reading Reflection due
More informationLos Morros Business Park
FOR SALE > VACANT LAND Los Morros Business Park NWC INTERSTATE 25 & STATE HIGHWAY 6, LOS LUNAS, NM 87031 Los Morros Business Park > Vacant Land > Sale Price: > Tract K $5.00/SF for Bulk Sale $8.00-$10.50/SF
More informationApplying Supervised Learning
Applying Supervised Learning When to Consider Supervised Learning A supervised learning algorithm takes a known set of input data (the training set) and known responses to the data (output), and trains
More informationCommunications in China
Communications in China Getting news There are some local English language news media in China. CCTV 9 is an English channel available in most cities. China Daily is an English newspaper available in upscale
More informationMulticollinearity and Validation CIVL 7012/8012
Multicollinearity and Validation CIVL 7012/8012 2 In Today s Class Recap Multicollinearity Model Validation MULTICOLLINEARITY 1. Perfect Multicollinearity 2. Consequences of Perfect Multicollinearity 3.
More informationCotton Variety Selection and Management
Cotton Variety Selection and Management Guy D. Collins, Ph.D. Cotton Extension Associate Professor Cotton County Meetings Successful Launch in 2015!! NC On-Farm Cotton Variety Evaluation Program 2015
More informationTHE MINICK LAW CASE STUDY
THE MINICK LAW CASE STUDY ENABLE, STRATEGIC MARKETING FOR SMALL BUSINESSES. About Minick Law MINICK LAW SPECIALIZES IN AGGRESSIVE CRIMINAL DEFENSE WITHIN FIVE NC COUNTIES. They focus on helping clients
More informationBefore you dive into learning how to use Sage Timeslips, performing a
In This Chapter Chapter 1 Set ting Up Sage Timeslips Reviewing the billing process in Sage Timeslips Creating a database Setting preferences Understanding the restrictions for network users Before you
More informationBatch Analytics. Predicts end-of-batch quality. Detects process faults and provides reason for deviation so operations can take action in real time
DeltaV Distributed Control System Product Data Sheet December 2016 Batch Analytics Predicts end-of-batch quality Detects process faults and provides reason for deviation so operations can take action in
More informationN O W A V A I L A B L E
N O W A V A I L A B L E T I E R I I I + B U I L D T O S U I T D A T A C E N T E R University Research Park Charlotte, North Carolina Contact Doug Hollidge for more information Email: doug@five9sdigital.com
More informationSAS/STAT 13.1 User s Guide. The Power and Sample Size Application
SAS/STAT 13.1 User s Guide The Power and Sample Size Application This document is an individual chapter from SAS/STAT 13.1 User s Guide. The correct bibliographic citation for the complete manual is as
More informationNew Digital Business Models Driving the Softwarization of the Network
New Digital Business Models Driving the Softwarization of the Network Marc Halbfinger January 2018 Here To Serve Headquartered in Hong Kong PCCW consolidated 2016 Revenue: US$4.9 billion HKT 2016 Revenue:
More informationTHE UTILITY OF DNS TRAFFIC MANAGEMENT
SECURITY SERVICES WHITE PAPER THE UTILITY OF DNS TRAFFIC MANAGEMENT TABLE OF CONTENTS 2 ABOUT DNS 3 DNS TRAFFIC MANAGEMENT 4 MONITORING AND FAILOVER 5 TRAFFIC MANAGEMENT MONITORING PROBES 6 GLOBAL LOAD
More informationExempla Healthcare Case Study. Challenge. Solution. Benefits. 75% reduced investigation time 20% reduced up-front costs Doubled productivity
Challenge A 500,000 square feet health care facility that is connected to two independent facilities monitored by separate security systems, EGSMC needed to be able to clearly monitor entrances, exits,
More informationChallenges Lagging storage performance resulted in high latencies and long wait times for routine file requests.
CASESTUDY CHOCTAW NATION Location North America Industry Healthcare, Government Company Choctaw Nation Use Case Database RPMS VSI VMware vsphere VDI VMware Horizon Business Transformation Care providers
More informationDATA SHEET AlienVault USM Anywhere Powerful Threat Detection and Incident Response for All Your Critical Infrastructure
DATA SHEET AlienVault USM Anywhere Powerful Threat Detection and Incident Response for All Your Critical Infrastructure AlienVault USM Anywhere accelerates and centralizes threat detection, incident response,
More informationEndurasprint. Thermal Printing Solution
Endurasprint Thermal Printing Solution Endurasprint Thermal Printing Solution Making the move from laser to thermal printing of all your pharmacy documents is now possible thanks to the new Endurasprint
More information24/7 end-to-end infrastructure support services for a leading US fashion retailer ATTENTION. ALWAYS.
24/7 end-to-end infrastructure support services for a leading US fashion retailer ATTENTION. ALWAYS. ABOUT CLIENT Our client is a leading women s fashion retailer with over 37 years of expertise in the
More informationTo make sense of data, you can start by answering the following questions:
Taken from the Introductory Biology 1, 181 lab manual, Biological Sciences, Copyright NCSU (with appreciation to Dr. Miriam Ferzli--author of this appendix of the lab manual). Appendix : Understanding
More informationERos TOOLHOLDING SYSTEM SIMPLICITY ULTRA PRECISION EXTREME PERFORMANCE
ERos TOOLHOLDING SYSTEM SIMPLICITY ULTRA PRECISION EXTREME PERFORMANCE HISTORY 1948 Parlec is established in Rochester N.Y., as a job shop specializing in the manufacturing of Sulky Hubs. 1973 Parlec begins
More informationJanuary How to Ensure Your Organization s Mail Process is Compliant
January 2016 How to Ensure Your Organization s Mail Process is Compliant Executive Summary Executive Summary This white paper provides an overview of compliance for mail processing. It focuses on the role
More informationEXECUTIVE BRIEF Optimizing for Innovation: How Hybrid IT Outsourcing Shifts IT Focus to Innovation. At Stake
EXECUTIVE BRIEF : How Hybrid IT Outsourcing Shifts IT Focus to Innovation Challenge IT leaders are tasked to do more with less and increase technology innovation. At Stake As IT increasingly becomes the
More informationTopics in Software Testing
Dependable Software Systems Topics in Software Testing Material drawn from [Beizer, Sommerville] Software Testing Software testing is a critical element of software quality assurance and represents the
More informationFrom Oracle Forms to Oracle ADF and J2EE
From Oracle Forms to Oracle ADF and J2EE Modernizing Oracle Forms applications to Oracle Application Development Framework and the J2EE Architecture PITSS.CON 8.0.0 White Paper, June 2009 Introduction...
More informationOur Local Affiliate Partner. Chillersplus.com
Our Local Affiliate Partner Chillersplus.com Danny Miller, President Transformative Wave Technologies Kent, Washington www.transformativewave.com North America s Leading Energy Efficiency Solution for
More informationBringing OpenStack to the Enterprise. An enterprise-class solution ensures you get the required performance, reliability, and security
Bringing OpenStack to the Enterprise An enterprise-class solution ensures you get the required performance, reliability, and security INTRODUCTION Organizations today frequently need to quickly get systems
More informationDe-Mystifying VMware Storage Consumption
De-Mystifying VMware Storage Consumption Written by Quest Software, Inc. White Paper 2009 Quest Software, Inc. ALL RIGHTS RESERVED. This document contains proprietary information, protected by copyright.
More informationVirtualizing disaster recovery helps ensure business resiliency while cutting operating costs.
IBM Global Technology Services July 2009 Virtualizing disaster recovery helps ensure business resiliency while cutting operating costs. Virtualization doesn t stop with servers and storage devices it s
More informationChapter 2--An Introduction to Linear Programming
Chapter 2--An Introduction to Linear Programming 1. The maximization or minimization of a quantity is the A. goal of management science. B. decision for decision analysis. C. constraint of operations research.
More informationBuilding a simple network, part 1
Building a simple network, part 1 Brien M. Posey Nov 26, 1999 What it s all about Planning and building your simple network. What you take away An overview of the essential components that make up a simple
More informationNERC CIP VERSION 6 BACKGROUND COMPLIANCE HIGHLIGHTS
NERC CIP VERSION 6 COMPLIANCE BACKGROUND The North American Electric Reliability Corporation (NERC) Critical Infrastructure Protection (CIP) Reliability Standards define a comprehensive set of requirements
More informationLos Morros Business Park
Los Morros Business Park NWC INTERSTATE 25 & STATE HIGHWAY 6, LOS LUNAS, NM 87031 Northwest Work Lofts > Office Space > Sale Price: > Tract K $5.00/SF for Bulk Sale $8.00-$10.50/SF Divisible into 5 +/-
More informationWITH RELIABLE, AFFORDABLE ENTERPRISE PRI
POWER YOUR PHONE SERVICE WITH RELIABLE, AFFORDABLE ENTERPRISE PRI Increase Users Without Compromising Quality, Stability, Security or Continuity If your medium or large-size company needs the most reliable
More informationMaking the case for SD-WAN
Making the case for SD-WAN A practical guide to getting buy-in for your new network New challenges require a new network It isn t just that enterprise IT is changing rapidly it s that it s changing in
More informationUniversity of Florida CISE department Gator Engineering. Data Preprocessing. Dr. Sanjay Ranka
Data Preprocessing Dr. Sanjay Ranka Professor Computer and Information Science and Engineering University of Florida, Gainesville ranka@cise.ufl.edu Data Preprocessing What preprocessing step can or should
More informationFormer LEGO Manufacturing Facility. Impeccable 587,736 SF Subdividable Industrial Property. For leasing information, contact:
Former LEGO Manufacturing Facility Impeccable 587,736 SF Subdividable Industrial Property 555 Taylor Road Enfield, Connecticut For leasing information, contact: SEAN P. DUFFY SEAN.DUFFY@CUSHWAKE.COM 860.249.0900
More informationFigure 1: Methods for counting nodes and links for use in the calculation of a connectivity index.
Chicago is Rural: The Inconsistencies and Absurdities of Street Connectivity Indices Paul Knight Georgia Institute of Technology CNU 19 Academic Paper Submission December 6, 2010 Abstract Various connectivity
More informationNormalization and denormalization Missing values Outliers detection and removing Noisy Data Variants of Attributes Meta Data Data Transformation
Preprocessing Data Normalization and denormalization Missing values Outliers detection and removing Noisy Data Variants of Attributes Meta Data Data Transformation Reading material: Chapters 2 and 3 of
More informationImage Processing. BITS Pilani. Dr Jagadish Nayak. Dubai Campus
Image Processing BITS Pilani Dubai Campus Dr Jagadish Nayak Image Segmentation BITS Pilani Dubai Campus Fundamentals Let R be the entire spatial region occupied by an image Process that partitions R into
More informationThe problem we have now is called variable selection or perhaps model selection. There are several objectives.
STAT-UB.0103 NOTES for Wednesday 01.APR.04 One of the clues on the library data comes through the VIF values. These VIFs tell you to what extent a predictor is linearly dependent on other predictors. We
More informationDEDUPLICATION BASICS
DEDUPLICATION BASICS 4 DEDUPE BASICS 6 WHAT IS DEDUPLICATION 8 METHODS OF DEDUPLICATION 10 DEDUPLICATION EXAMPLE 12 HOW DO DISASTER RECOVERY & ARCHIVING FIT IN? 14 DEDUPLICATION FOR EVERY BUDGET QUANTUM
More informationNO-SHOCK. anti-static fibers. PA66 Bi-component Fiber for Industrial, Technical, Textile and Carpet Applications
NO-SHOCK anti-static fibers PA66 Bi-component Fiber for Industrial, Technical, Textile and Carpet Applications RISE ABOVE THE STATIC No-Shock anti-static fiber from Ascend Performance Materials is an economical,
More informationPower Outages and the Hosted VOIP Option
Power Outages and the Hosted VOIP Option What happens to your business when the POWER is OUT? Office 1: On-Premise VOIP Voice applications are lost when grid and UPS backup fail. Without power to your
More informationR i o V i r g i n T e l e p h o n e C o m p a n y P a g e 1 WIRELINE BROADBAND INTERNET ACCESS SERVICE TERMS AND CONDITIONS OF SERVICE
R i o V i r g i n T e l e p h o n e C o m p a n y P a g e 1 WIRELINE BROADBAND INTERNET ACCESS SERVICE TERMS AND CONDITIONS OF SERVICE 1. APPLICATION OF TERMS AND CONDITIONS OF SERVICE These Terms and
More informationArchiving Success: Message Warehousing on the Mimecast Storage Grid
Mimecast Whitepaper Email Archiving Success: Message Warehousing on the Mimecast Storage Grid Centralized email archiving for the enterprise WP-MA-26/01/2008 Message Warehousing on the Mimecast Storage
More informationRFTS to Reduce OPEX Costs for FTTH Deployments
RFTS to Reduce OPEX Costs for FTTH Deployments Troy Veitenheimer, General Manager Jorge Cano, President Christopher Dorny, VP of Marketing NTest Inc. sales@ntestinc.com Phone: (952) 252-1221 www.ntestinc.com
More informationCool solutions for surface technology. Reliable. Global. Compact.
Cool solutions for surface technology Reliable. Global. Compact. KKT chillers. About KKT chillers KKT CHILLERS INNOVATION IS OUR STANDARD. Headquarters Kasendorf Germany The Brand The chiller and heat
More informationData Preprocessing. Data Preprocessing
Data Preprocessing Dr. Sanjay Ranka Professor Computer and Information Science and Engineering University of Florida, Gainesville ranka@cise.ufl.edu Data Preprocessing What preprocessing step can or should
More informationDATA CENTER COLOCATION BUILD VS. BUY
DATA CENTER COLOCATION BUILD VS. BUY Comparing the total cost of ownership of building your own data center vs. buying third-party colocation services Executive Summary As businesses grow, the need for
More informationHow Cisco IT Migrated TDM Local Access from SONET to OC-192 Infrastructure
How Cisco IT Migrated TDM Local Access from SONET to OC-192 Infrastructure OC-192 on Cisco ONS 15454 increases network speed, saves money, and improves manageability. Cisco IT Case Study / Optical / Cisco
More informationA WIDE-OPEN, WIRELESS WORLD
JAN FEB MAR 2017 AMERICAN BUILDERS QUARTERLY A WIDE-OPEN, WIRELESS WORLD Alex Gamota and American Tower are playing a greater role in their clients growth and in a constantly evolving wireless-communications
More informationSAS Structural Equation Modeling 1.3 for JMP
SAS Structural Equation Modeling 1.3 for JMP SAS Documentation The correct bibliographic citation for this manual is as follows: SAS Institute Inc. 2012. SAS Structural Equation Modeling 1.3 for JMP. Cary,
More informationAchieving Rapid Data Recovery for IBM AIX Environments An Executive Overview of EchoStream for AIX
Achieving Rapid Data Recovery for IBM AIX Environments An Executive Overview of EchoStream for AIX Introduction Planning for recovery is a requirement in businesses of all sizes. In implementing an operational
More informationCisco Preparing Its Datacenters for the Next Generation of Virtualization and Hybrid Cloud with Its Application Centric Infrastructure
IDC BUSINESS VALUE BRIEF: CISCO ACI Cisco Preparing Its Datacenters for the Next Generation of Virtualization and Hybrid Cloud with Its Application Centric Infrastructure Sponsored by: Cisco Matthew Marden
More informationMulti-touch Technology: Intuitive Functionality Advances Automation
Multi-touch Technology: Intuitive Functionality Advances Automation Multi-touch HMI takes HMI visualization to the next level to improve performance, enhance safety and cut costs. A White Paper from InduSoft
More informationOPERATIONS CONTROL CENTER
OPERATIONS CONTROL CENTER STANDARD SERVICES 24/7/365 Remote Monitoring Fault Notification & Remote Resets Curtailment Management ADVANCED SERVICES In addition to our Standard Services, Advanced Services
More informationMean Tests & X 2 Parametric vs Nonparametric Errors Selection of a Statistical Test SW242
Mean Tests & X 2 Parametric vs Nonparametric Errors Selection of a Statistical Test SW242 Creation & Description of a Data Set * 4 Levels of Measurement * Nominal, ordinal, interval, ratio * Variable Types
More informationSiemon PON Fiber Cabling Solutions
Siemon PON Fiber Cabling Solutions WWW.SIEMON.COM 8 Siemon Enterprise PON Fiber Cabling Solution Siemon Enterprise Passive Optical Network (PON) Fiber Cabling Solution improves the modularity, flexibility
More informationFractions Part 1 Chapter Problems
Fractions Part Chapter Problems Meaning of Fractions Identify the numerator in each of the following fractions:...... Identify the denominator in each of the following fractions:... 0... State whether
More informationHard Drive vs Solid State Drives
By: May 2018 - TIPS & TRICKS... Hard Drive vs Solid State Drives Perhaps this is best said as, How do I breathe new life into an older computer. One that has begun to slow down dramatically from when it
More informationVMWARE EBOOK. Easily Deployed Software-Defined Storage: A Customer Love Story
VMWARE EBOOK Easily Deployed Software-Defined Storage: A Customer Love Story TABLE OF CONTENTS The Software-Defined Data Center... 1 VMware Virtual SAN... 3 A Proven Enterprise Platform... 4 Proven Results:
More informationMinitab 17 commands Prepared by Jeffrey S. Simonoff
Minitab 17 commands Prepared by Jeffrey S. Simonoff Data entry and manipulation To enter data by hand, click on the Worksheet window, and enter the values in as you would in any spreadsheet. To then save
More informationImplementing IBM CICS JSON Web Services for Mobile Applications IBM Redbooks Solution Guide
Implementing IBM CICS JSON Web Services for Mobile Applications IBM Redbooks Solution Guide This IBM Redbooks Solution Guide describes the existing and new aspects of IBM CICS Transaction Server that allow
More informationVERITAS Foundation Suite for HP-UX
VERITAS Foundation Suite for HP-UX Enhancing HP-UX Performance and Availability with VERITAS Foundation Products V E R I T A S W H I T E P A P E R Table of Contents Introduction.................................................................................1
More information