Free Essay

Pa 571 Week 7 Course Project

In:

Submitted By wiseamericans
Words 525
Pages 3
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT
PA 571 WEEK 7 COURSE PROJECT
To Purchase this tutorial visit following link http://wiseamerican.us/product/pa-571-week-7-course-project/ Contact us at:
SUPPORT@WISEAMERICAN.US
PA 571 WEEK 7 COURSE PROJECT

Similar Documents

Free Essay

Pa 571 (Nonprofit Org Management) Complete Course – Devry

...PA 571 (NONPROFIT ORG MANAGEMENT) COMPLETE COURSE – DEVRY To purchase this, Click here http://www.activitymode.com/product/pa-571-nonprofit-org-management-complete-course-devry/ Contact us at: SUPPORT@ACTIVITYMODE.COM PA 571 (NONPROFIT ORGANIZATION MANAGEMENT) COMPLETE COURSE - DEVRY Week, TCOs, and Topics Readings/Class Preparation Activities/Assignments Week 1 TCO A What is a nonprofit? Chapter 1 Chapter 2 Chapter 3 Graded Discussion Topics Week 2 TCOs B, E Board and Staff Considerations Chapter 8 Mission Statement Analysis Graded Discussion Topics Week 3 TCOs F, G Working with Volunteers Articles obtained by students Graded Discussion Topics Week 4 TCO C Strategic Planning Strategic Planning Graded Discussion Topics Midterm Week 5 TCOs D, E Financial Issues & Information Systems Chapter 9 (pp. 115-116) Chapter 10 (pp. 128-131) Graded Discussion Topics Week 6 TCO H Fundraising & Marketing Chapter 12 (pp. 153-158, 164-171) Analysis of a Foundation Graded Discussion Topics Week 7 TCO I Ethical Issues Article "Can Public Trust in Nonprofits and Government be Restored?" in Doc Sharing Course Project Graded Discussion Topics Week 8 ALL TCOs Final Exam PA 571 (NONPROFIT ORG MANAGEMENT) COMPLETE COURSE – DEVRY To purchase this, Click here http://www.activitymode.com/product/pa-571-nonprofit-org-management-complete-course-devry/ Contact us at: SUPPORT@ACTIVITYMODE.COM PA 571 (NONPROFIT ORGANIZATION MANAGEMENT) COMPLETE COURSE...

Words: 546 - Pages: 3

Premium Essay

Paper

...3 711 Chapter Tax Accounting TRUE-FALSE QUESTIONSCHAPTER 13 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. A partnership may adopt any tax year without IRS permission. A corporation ling its rst return must annualize its income if the tax period is less than 12 months. A taxable year may be as short as one day and may exceed 366 days. Under no circumstances may a corporation change its scal year without IRS permission. A taxpayer engaged in two or more separate and distinct businesses may use different accounting methods for both businesses. A grocery store may use the cash basis of reporting sales. In general, a CPA on the cash basis method will never have a bad debt deduction. A cash basis taxpayer may deduct prepaid business expenses currently. Both cash and accrual basis taxpayers will be taxed on a dividend when it is actually received. Computing cost of goods soldand being on the accrual basis are independent of each other. If, in the IRSs opinion, the taxpayers books do not clearly reect income, the IRS may revise them so that they do. Taxpayers must generally obtain the permission of the IRS to change accounting methods. A correction of an error in a tax return is usually considered a change in accounting method. The IRS can require a change in accounting methods if the method used by a taxpayer does not clearly reect income. IRS permission is not required for a change from FIFO to LIFO. The installment method cannot be used unless the total selling price...

Words: 13382 - Pages: 54

Premium Essay

Abcd

...and Applied Mechanics School of Engineering and Applied Science University of Pennsylvania 229 Towne Bldg., 220 S. 33rd Street Philadelphia, PA 19104-6315 meam@seas.upenn.edu www.me.upenn.edu Tel. 215-898-2826 Fax 215-573-6334 TABLE OF CONTENTS 1. Introduction .........................................................................................................................3 2. Administrative Structure .....................................................................................................3 3. Advisor(s) ............................................................................................................................3 4. Degree Requirements ..........................................................................................................4 5. General Information ............................................................................................................4 Registration ..................................................................................................................4 Leaves of Absence .......................................................................................................5 Obsoleteness ................................................................................................................5 Changes in Course Program.........................................................................................5 Grades, Credits and Academic Standing ........

Words: 7454 - Pages: 30

Free Essay

Jhshj

...University of the Philippines Cebu College Lahug, Cebu City In Partial Fulfillment Of the Requirements for the Course Communication II Researchers: Alma Mae J. Bernales Fretzy Colonia Adviser: Ms. Crina Tanongon October 2011 ACKNOWLEDGMENTS We, researchers would like to express our sincere appreciation to the following people who offered their untiring support and help to make this research complete. To, Ms. Crina Tanongon, for her constructive criticism, patience in checking the grammatical errors, untiring effort in sharing us new ideas, and encouragement which inspired us to make this study a success. To our parents, Mr. & Mrs. Alberto Bernales and Mr. & Mrs. Efren Colonia who sustained and motivated us throughout this whole semester, for willingly giving us the moral and financial support for this study, and for the patience in understanding us when we have our sleepless nights while making this study. To our fiends, who were really there to make us smile when things gone wrong, and for their cheers and inspirational comments when we were so down. To our respondents, the BSCS-II students, for their participation in this study and for their time and effort in answering the questionnaires sincerely. Most of all, to the Almighty God who gives us the strength to do this research, for giving us the enlightenment to pursue this course. It was really wonderful to have all your support during the process of completing this study. Thank you so much...

Words: 15477 - Pages: 62

Premium Essay

Jotun Case - Fudan University

...anTien Nguyen Amna Qureshi Rina Marie Abantao “Jotun - All the Colours in the World” Date: 04.06.2009 Program: Bachelor in International Marketing Fudan University & Norwegian School of Management “This paper is written as a part of the undergraduate program at BI Norwegian School of Management. This does not entail that BI Norwegian School of Management has cleared the methods applied, the results presented, nor the conclusions drawn” Jotun China – All the Colours in the World Executive summary Jotun Kemisk Fabrik A/S was founded in March 1926, operating only in Norway until 1962 when it began to expand internationally. Today Jotun operates in more than 70 countries, and is one of the world’s leading manufacturers of paints and coatings. Jotun has been in the Chinese market since 1983, initially focusing only on marine coatings and protective coatings where the brand became very successful. Encouraged by this, Jotun China decided to enter the Chinese decorative paint market in 2001 with the long term goal of becoming the market’s leading brand. However, after 8 years in the Chinese decorative paint market, Jotun China has not been able to replicate its previous successes. Therefore, we the authors of this thesis, working in collaboration with Jotun China staff, set out first to determine the viability of Jotun’s latest strategy for the Chinese decorative paint market, and second to suggest concrete steps to follow if and when executing this strategy. Our findings...

Words: 50097 - Pages: 201

Premium Essay

Reducing Blood Glucose of Albino Mice Using Makopa Fruit Extract

...the mice through regulated feeding. Having produced two products, the researchers were able to come up with a pure makopa extract, and be able to apply current discoveries and studies to produce a medicinal product from makopa. Background of the Study The study was conducted to prevent and cure diabetes through makopa. Also, the study was driven by the medical history of diabetes in the families of two out of three researchers. Because of diabetes’ horrifying effects on human health and it is continuous effect on a larger population, this study aimed to produce a natural cure and prevention for this illness using a native fruit, makopa. Though makopa is found to have antihyperglycemic flavonoids, it has not been applied so this project was the application of the said discovery and it aimed to produce an organic yet, effective medication for diabetes. Statement of the Problem 1. Can the makopa extract lower...

Words: 9591 - Pages: 39

Premium Essay

Finance Textbook

...STANDARD EDITION Ross Westerfield Jordan FUNDAMENTALS OF CORPORATE FINANCE tenth edition StuDEntS... Want to get better grades? (Who doesn’t?) Prefer to do your homework online? (After all, you are online anyway…) Need a better way to study before the big test? (A little peace of mind is a good thing…) With McGraw-Hill's Connect Plus Finance, ® StudentS get: • Easy online access to homework, tests, and quizzes assigned by your instructor. • Immediate feedback on how you’re doing. (No more wishing you could call your instructor at 1 a.m.) • Quick access to lectures, practice materials, eBook, and more. (All the material you need to be successful is right at your fingertips.) • A Self-Quiz and Study tool that assesses your knowledge and recommends specific readings, supplemental study materials, and additional practice work.* *Available with select McGraw-Hill titles. Less managing. More teaching. Greater learning. InStRuctoRS... Would you like your students to show up for class more prepared? (Let’s face it, class is much more fun if everyone is engaged and prepared…) Want an easy way to assign homework online and track student progress? (Less time grading means more time teaching…) Want an instant view of student or class performance? (No more wondering if students understand…) Need to collect data and generate reports required for administration or accreditation? (Say goodbye to manually tracking student learning outcomes…) Want to record...

Words: 128112 - Pages: 513

Premium Essay

Project Managment Casebook

...Project Management Casebook Project Management Casebook David I. Cleland, Karen M. Bursic, Richard Puerzer, and A. Yaroslav Vlasak Library of Congress Cataloging-in-PublicationData Project management casebook /edited by David I. Cleland ... [et al.]. P. cm. Includes bibliographical references. ISBN: 1-880410-45-1 (pbk.) 1. Industrial project management--Case studies. I. Cleland, David I. HD69.P75P728 1997 658.4'04--dc21 97-3116 CIP l Copyright O 1998 by the Project Management Institute. Al rights resewed. Printed in the United States of America. No part of this work may be reproduced or transmitted in any form or by any means, electronic, manual, photocopying, recording, or by any information storage and retrieval system, without prior written permission of the publisher. Book Team Editor-in-Chief: James S. Pennypacker Book Designer: Michelle Owen Copyeditor: Toni D. Knott Copyeditor: Amy Goretsb Copyeditor: Mark S.Parker Cover design by: James S. Pennypacker and Dewey Messer Production Coordinator: Mark S. Parker Acquisitions Editor: Bobby R. Hensley PMI books are available at special quantity discounts to use as premiums and sales promotions, or for use in corporate training programs. For more information, please write to the Business Manager, PMI Publishing Division, 40 Colonial Square, Sylva, NC 28779. Or contact your local bookstore. The paper used in this book complies with the Permanent Paper Standard issued by the National Information Standards Organization...

Words: 13734 - Pages: 55

Free Essay

Work Habits of Teenagers

...School Context, Student Attitudes and Behavior, and Academic Achievement: An Exploratory Analysis Theresa M. Akey, Ph.D. January 2006 This paper was funded by the William T. Grant Foundation and the Bill & Melinda Gates Foundation. Principal funding for First Things First comes from the Institute of Education Sciences, U.S. Department of Education. Additional support to supplement the core project comes from the Ford Foundation, the Bill & Melinda Gates Foundation, the William T. Grant Foundation, and the Ewing Marion Kauffman Foundation. A grant from the Pew Charitable Trusts for MDRC’s research methodology initiatives was an important source of funding for the First Things First Classroom Observation Study. Dissemination of MDRC publications is supported by the following funders that help finance MDRC’s public policy outreach and expanding efforts to communicate the results and implications of our work to policymakers, practitioners, and others: Alcoa Foundation, The Ambrose Monell Foundation, The Atlantic Philanthropies, Bristol-Myers Squibb Foundation, Open Society Institute, and The Starr Foundation. In addition, earnings from the MDRC Endowment help sustain our dissemination efforts. Contributors to the MDRC Endowment include Alcoa Foundation, The Ambrose Monell Foundation, Anheuser-Busch Foundation, Bristol-Myers Squibb Foundation, Charles Stewart Mott Foundation, Ford Foundation, The George Gund Foundation, The Grable Foundation...

Words: 19879 - Pages: 80

Premium Essay

The Six Sigma Handbook

...The Six Sigma Handbook Revised and Expanded A Complete Guide for Green Belts, Black Belts, and Managers at All Levels THOMAS PYZDEK McGraw-Hill New York Chicago San Francisco Lisbon London Madrid Mexico City Milan New Delhi San Juan Seoul Singapore Sydney Toronto Copyright © 2003 by The McGraw-HIll Companies, Inc. All rights reserved. Manufactured in the United States of America. Except as permitted under the United States Copyright Act of 1976, 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 permission of the publisher. 0-07-141596-3 The material in this eBook also appears in the print version of this title: 0-07-141015-5. All trademarks are trademarks of their respective owners. Rather than put a trademark symbol after every occurrence of a trademarked name, we use names in an editorial fashion only, and to the benefit of the trademark owner, with no intention of infringement of the trademark. Where such designations appear in this book, they have been printed with initial caps. McGraw-Hill eBooks are available at special quantity discounts to use as premiums and sales promotions, or for use in corporate training programs. For more information, please contact George Hoare, Special Sales, at george_hoare@mcgraw-hill.com or (212) 904-4069. TERMS OF USE This is a copyrighted work and The McGraw-Hill Companies, Inc. (“McGraw-Hill”) and its licensors reserve all...

Words: 236475 - Pages: 946

Premium Essay

Police

...BELHAVEN UNIVERSITY Jackson, Mississippi A CHRISTIAN UNIVERSITY OF LIBERAL ARTS AND SCIENCES FOUNDED IN 1883 CATALOGUE 2014-2015 EFFECTIVE JUNE 1, 2014 Directory of Communication Mailing Address: Belhaven University 1500 Peachtree St. Jackson, MS 39202 Belhaven University 535 Chestnut St. Suite 100 Chattanooga, TN 37402 Belhaven University 7111 South Crest Parkway Southaven, MS 38671 Belhaven University – LeFleur 4780 I-55 North Suite 125 Jackson, MS 39211 Belhaven University 15115 Park Row Suite 175 Houston, TX 77084 Belhaven University Online 1500 Peachtree St. Box 279 Jackson, MS 39202 Belhaven University 1790 Kirby Parkway Suite 100 Memphis, TN 38138 Belhaven University 4151 Ashford Dunwoody Rd. Suite 130 Atlanta, GA 30319 Belhaven University 5200 Vineland Rd. Suite 100 Orlando, FL 32811 Traditional Admission Adult and Graduate Studies Admission – Jackson Atlanta Chattanooga Desoto Houston Memphis Orlando Alumni Relations/Development Belhaven Fax Business Office Campus Operations Integrated Marketing Registrar Student Life Security Student Financial Planning Student Development Online Admission Online Student Services (601) 968-5940 or (800) 960-5940 (601) 968-5988 or Fax (601) 352-7640 (404) 425-5590 or Fax (404) 425-5869 (423) 265-7784 or Fax (423) 265-2703 (622) 469-5387 (281) 579-9977 or Fax (281) 579-0275 (901) 896-0184 or Fax (901) 888-0771 (407) 804-1424 or Fax (407) 367-3333 (601) 968-5980 (601) 968-9998 (601) 968-5901 (601) 968-5904 (601) 968-5930 (601) 968-5922...

Words: 151104 - Pages: 605

Free Essay

Dr Reddy's Annua; Report

...SU S AIN T ABI LI I M PA C T E EC ON OMIC S O CI A L & EN D R . R E D D Y ’ S L A B O R AT O R I E S L I M I T E D | A N N U A L R E P O R T | 2 0 0 9 – 1 0 RO VI V NM EN TA L • T Y • TI SI PO C R E AT I N G A C ONTENTS 24 MANAGEMENT DISCUSSION AND ANALYSIS 42 BOARD OF DIRECTORS 45 MANAGEMENT COUNCIL 72 DIRECTORS’ REPORT 2 CHAIRMAN’S LETTER 46 CORPORATE GOVERNANCE 89 IGAAP STANDALONE FINANCIALS 4 KEY HIGHLIGHTS 60 ADDITIONAL SHAREHOLDERS’ INFORMATION 70 FIVE YEARS AT A GLANCE 141 IGAAP CONSOLIDATED FINANCIALS 6 THE DNA OF SUSTAINABILITY 187 EXTRACT OF IFRS CONSOLIDATED FINANCIALS 190 STATEMENT PURSUANT TO SECTION 212 OF THE COMPANIES ACT, 1956 191 INFORMATION ON THE FINANCIALS OF SUBSIDIARY COMPANIES 192 NOTICE OF ANNUAL GENERAL MEETING 14 HUMAN RESOURCES 71 RATIO ANALYSIS 16 SAFETY, HEALTH AND ENVIRONMENT 18 CORPORATE SOCIAL RESPONSIBILITY 2 | S U S TA I N A B I L I T Y — C R E AT I N G A P O S I T I V E E C O N O M I C , S O C I A L A N D E N V I R O N M E N TA L I M PA C T CHAIRMAN’S LETTER 2009-10 has been a satisfactory year for your Company. Let me start with the financial results. Consolidated revenues for 2009-10 was Rs. 70,277 million. Excluding revenues from sumatriptan — your Company’s Authorized Generic version of Imitrex® which was launched in 2008-09 — revenue grew by 9%. In US dollar terms, 2009-10 revenue was US$ 1.56 billion. I am...

Words: 111729 - Pages: 447

Free Essay

Strategic Cases

...UNIVERSAL PICTURES and EMMETT / FURLA FILMS Present A MARC PLATT Production In Association with OASIS VENTURES ENTERTAINMENT LTD / ENVISION ENTERTAINMENT / HERRICK ENTERTAINMENT / BOOM! STUDIOS A BALTASAR KORMÁKUR Film PAULA PATTON BILL PAXTON JAMES MARSDEN FRED WARD and EDWARD JAMES OLMOS Executive Producers BRANDT ANDERSEN JEFFREY STOTT MOTAZ M. NABULSI JOSHUA SKURLA MARK DAMON Produced by MARC PLATT RANDALL EMMETT NORTON HERRICK ADAM SIEGEL GEORGE FURLA ROSS RICHIE ANDREW COSBY Based on the BOOM! Studios Graphic Novels by STEVEN GRANT Screenplay by BLAKE MASTERS Directed by BALTASAR KORMÁKUR –1– CAST Waitress Margie . . . . . . . . . . . . . . . . . . . . . LINDSEY GORT Roughneck #2 . . . . . . . . . . . . . . . . . HILLEL M. SHARMAN Robert “Bobby” Trench . . . . . . . . . DENZEL WASHINGTON Roughneck #3 . . . . . . . . . . . . . . . . . . . . . . . . AARON ZELL Marcus “Stig” Stigman . . . . . . . . . . . . MARK WAHLBERG Roughneck #4 . . . . . . . . . . . . . . . . . . . . . . . HENRY PENZI Deb . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . PAULA PATTON CREW Earl . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . BILL PAXTON Admiral Tuwey . . . . . . . . . . . . . . . . . . . . . . . FRED J. WARD Quince . . . . . . . . . . . . . . . . . . . . . . . . . . JAMES MARSDEN Directed by . . . . . . . . . . . . . . . . . BALTASAR KORMÁKUR Papi Greco . . . . . . . . . . . . . . . . . EDWARD JAMES OLMOS Screenplay by . . . . . . . . . . . ...

Words: 12606 - Pages: 51

Premium Essay

Real-Time Fraud Detection: How Stream Computing Can Help the Retail Banking Industry

...Para os meus pais, porque "o valor das coisas não está no tempo que elas duram, mas na intensidade com que acontecem. Por isso existem momentos inesquecíveis, coisas inexplicáveis e pessoas incomparáveis" como vocês! Obrigado por tudo, Filipe Abstract The Retail Banking Industry has been severely affected by fraud over the past few years. Indeed, despite all the research and systems available, fraudsters have been able to outsmart and deceive the banks and their customers. With this in mind, we intend to introduce a novel and multi-purpose technology known as Stream Computing, as the basis for a Fraud Detection solution. Indeed, we believe that this architecture will stimulate research, and more importantly organizations, to invest in Analytics and Statistical Fraud-Scoring to be used in conjunction with the already in-place preventive techniques. Therefore, in this research we explore different strategies to build a Streambased Fraud Detection solution, using advanced Data Mining Algorithms and Statistical Analysis, and show how they lead to increased accuracy in the detection of fraud by at least 78% in our reference dataset. We also discuss how a combination of these strategies can be embedded in a Stream-based application to detect fraud in real-time. From this perspective, our experiments lead to an average processing time of 111,702ms per transaction, while strategies to further improve the performance are discussed. Keywords: Fraud Detection, Stream Computing, Real-Time...

Words: 56858 - Pages: 228

Premium Essay

Real-Time Fraud Detection

...Para os meus pais, porque "o valor das coisas não está no tempo que elas duram, mas na intensidade com que acontecem. Por isso existem momentos inesquecíveis, coisas inexplicáveis e pessoas incomparáveis" como vocês! Obrigado por tudo, Filipe Abstract The Retail Banking Industry has been severely affected by fraud over the past few years. Indeed, despite all the research and systems available, fraudsters have been able to outsmart and deceive the banks and their customers. With this in mind, we intend to introduce a novel and multi-purpose technology known as Stream Computing, as the basis for a Fraud Detection solution. Indeed, we believe that this architecture will stimulate research, and more importantly organizations, to invest in Analytics and Statistical Fraud-Scoring to be used in conjunction with the already in-place preventive techniques. Therefore, in this research we explore different strategies to build a Streambased Fraud Detection solution, using advanced Data Mining Algorithms and Statistical Analysis, and show how they lead to increased accuracy in the detection of fraud by at least 78% in our reference dataset. We also discuss how a combination of these strategies can be embedded in a Stream-based application to detect fraud in real-time. From this perspective, our experiments lead to an average processing time of 111,702ms per transaction, while strategies to further improve the performance are discussed. Keywords: Fraud Detection, Stream Computing, Real-Time...

Words: 56858 - Pages: 228