Bank Fraud. Using Technology to Combat Losses

Detect fraud earlier to mitigate loss and prevent cascading damage Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques is an authoritative guidebook for setting up a comprehensive fraud detection analytics solution. Early detection is a key factor in mitigating fraud damage, but it involves more specialized techniques than detecting fraud at the more advanced stages. This invaluable guide details both the theory and technical aspects of these techniques, and provides expert insight into streamlining implementation. Coverage includes data gathering, preprocessing, model building, and post-implementation, with comprehensive guidance on various learning techniques and the data types utilized by each. These techniques are effective for fraud detection across industry boundaries, including applications in insurance fraud, credit card fraud, anti-money laundering, healthcare fraud, telecommunications fraud, click fraud, tax evasion, and more, giving you a highly practical framework for fraud prevention. It is estimated that a typical organization loses about 5% of its revenue to fraud every year. More effective fraud detection is possible, and this book describes the various analytical techniques your organization must implement to put a stop to the revenue leak. Examine fraud patterns in historical data Utilize labeled, unlabeled, and networked data Detect fraud before the damage cascades Reduce losses, increase recovery, and tighten security The longer fraud is allowed to go on, the more harm it causes. It expands exponentially, sending ripples of damage throughout the organization, and becomes more and more complex to track, stop, and reverse. Fraud prevention relies on early and effective fraud detection, enabled by the techniques discussed here. Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.

A practical roadmap for developing successful e-business strategic plans E-Business Expectations provides a critical review of the process of evolving a product or service from prototype to practical technology. Written by renown expert on technology issues, this book provides business executives and managers with tools they can use to position their product or service to best satisfy their customer's needs. It guides readers from unrealistic to realistic expectations of what a firm's technology can bring to its e-business strategy. This book provides managers with a solid foundation for creating realistic technological expectations for their e-business in terms of repeatability, scalability, operating environment, resource requirements, and compatibility issues. Bryan P. Bergeron (Brookline, MA) has over thirty years' experience designing and working with computers and electronics. He teaches technology and business at Harvard Medical School and MIT and is Editor in Chief of e.MD, Technical Editor of Postgraduate Medicine, among others. Dr. Bergeron is President of Archetype Technologies, Inc., a technology consulting firm.

Use data, technology, and inbound selling to build a remarkable team and accelerate sales The Sales Acceleration Formula provides a scalable, predictable approach to growing revenue and building a winning sales team. Everyone wants to build the next $100 million business and author Mark Roberge has actually done it using a unique methodology that he shares with his readers. As an MIT alum with an engineering background, Roberge challenged the conventional methods of scaling sales utilizing the metrics-driven, process-oriented lens through which he was trained to see the world. In this book, he reveals his formulas for success. Readers will learn how to apply data, technology, and inbound selling to every aspect of accelerating sales, including hiring, training, managing, and generating demand. As SVP of Worldwide Sales and Services for software company HubSpot, Mark led hundreds of his employees to the acquisition and retention of the company's first 10,000 customers across more than 60 countries. This book outlines his approach and provides an action plan for others to replicate his success, including the following key elements: Hire the same successful salesperson every time – The Sales Hiring Formula Train every salesperson in the same manner – The Sales Training Formula Hold salespeople accountable to the same sales process – The Sales Management Formula Provide salespeople with the same quality and quantity of leads every month – The Demand Generation Formula Leverage technology to enable better buying for customers and faster selling for salespeople Business owners, sales executives, and investors are all looking to turn their brilliant ideas into the next $100 million revenue business. Often, the biggest challenge they face is the task of scaling sales. They crave a blueprint for success, but fail to find it because sales has traditionally been referred to as an art form, rather than a science. You can't major in sales in college. Many people question whether sales can even be taught. Executives and entrepreneurs are often left feeling helpless and hopeless. The Sales Acceleration Formula completely alters this paradigm. In today's digital world, in which every action is logged and masses of data sit at our fingertips, building a sales team no longer needs to be an art form. There is a process. Sales can be predictable. A formula does exist.

A one-of-a-kind resource walking you through one complete fraud investigation, from the original tip to conviction in court Anatomy of a Fraud Investigation is an engrossing read and a valuable resource for fraud investigators, auditors, or anyone who suspects fraud may be occuring in their organizations and is unsure as to how to act. It details all phases of a fraud investigation from the first suspicion of fraud to the final judgment in court, through the eyes of a forensic accountant. In each phase, the author provides insights based on his twenty-two years as a forensic accountant from where to sit at the table when you bring the suspected fraudster in for questioning, to how you protect the key sources of information that the suspect will try to destroy once he or she realizes they are under investigation. In-depth analysis of a fraud investigation Based on an actual investigation conducted by the author Each chapter contains valuable tips and key considerations, providing subtext for why decisions were made and bringing to light potential risks A fascinating, insider look at a fraud investigation, Anatomy of a Fraud Investigation helps you better understand fraud detection, investigation, and prevention-from the inside out.

The updated edition of a contemporary approach to merging traditional hand drawing methods with 2-dimensional and 3-dimensional digital visualization tools. Jim Leggitt?s Drawing Shortcuts shows how communicating with hand drawings combined with digital technology can be ingeniously simple, and this new edition makes an already popular technique even better. Completely expanded with new chapters and a wealth of supporting images, this Second Edition presents practical techniques for improving drawing efficiency and effectiveness by combining traditional hand drawing methods with the latest digital technology, including 3-D modeling with SketchUp. This book?s step-by-step approach will sharpen and streamline your techniques whether you draw for pleasure, school or your design profession. Easy-to-follow instructions cover every aspect from the basics of drawing?such as composition, color, shading, hatching, and perspective?up to the most current technologies Incorporates Google SketchUp, Google Earth, computer generated renderings, digital scanners and printers Features new visuals from accomplished drawing experts Special new ?Gallery? section highlights the creative process with step-by-step examples of drawings Complete coverage of the ?Overlay and Trace Method,? ?Simple Composite Method,? ?Advanced Composite Method,? and ?Digital Hybrid Drawings? New matrices show alternative drawing techniques for specific visual effects such as Linework and Shading, Selecting the Right Views, Perspectives and Paraline Drawings, Drawing Detail, Camera Lenses, and Drawing Tools Generously enriched with detailed process drawings, examples, and more than 500 full-color images, Drawing Shortcuts, Second Edition will have you creating top-quality drawings faster and more effectively.

How to Teach Using Simulation in Healthcare provides an ideal introduction and easy-to-use guide to simulation in medical education. Written by a team of experienced medical educators, this practical text – packed full of case examples and tips – is underpinned by the theory of simulation in education, and explores how to integrate simulation into teaching. Key topics include: Use of low, medium and high fidelity equipment Issues of simulation mapping and scenario design Role of human factors Formative and summative assessment New social media and technologies Detailed explorations of some examples of simulation. How to Teach Using Simulation in Healthcare is invaluable reading for all healthcare professionals interested and involved in the origins, theoretical underpinnings, and design implications of the use of simulation in medical education.

"A virtual bible of how economic indicators are constructed and used. Important tidbits of history are mixed with present-day nuances to explain why we should care about all the economic indicators." ?Allen Grommet, Senior Economist, Cambridge Consumer Credit Index «This book is an indispensable resource for anyone that wants a practical understanding of the economy and how it is measured. The information is clear, concise, and will help investors at all levels leverage the vast amount of economic data available.» ?Jesse Harriott, PhD, Vice President of Research, Monster Worldwide, Inc. This updated guide to economic indicators – what they are and what they really mean – covers all major economic indicators, from GDP to the consumer price index. You'll not only learn what key economic measurements are and how to read and interpret them, you'll discover how to use them to make better, more-informed financial, trading, and investing decisions.

Learn how to use qualitative research as a tool for institutional research. Although institutional researchers often employ informal qualitative methods (their experiences and anecdotal observations), this volume argues that true organizational intelligence is facilitated by formalizing the qualitative data collection and analysis process in institutional research. To that end, it presents a systematic approach to qualitative research in institutional research that connects technical and analytical skills with issues awareness and knowledge of context. Topics covered include: Technical/analytical awareness practices Issues awareness Practices that achieve contextual awareness. This is the 174th volume of this Jossey-Bass quarterly report series. Timely and comprehensive, New Directions for Institutional Research provides planners and administrators in all types of academic institutions with guidelines in such areas as resource coordination, information analysis, program evaluation, and institutional management.

A timely guide to uncovering financial fraud 2008 and 2009 will be remembered for bear markets, a global credit crunch, and some of the largest investment scams ever. But these scams are nothing new, they've been repeated throughout history, and there will certainly be more to come. But the good news is fraudsters often follow the same basic playbook. Learn the playbook, and know how to ask the right questions, and financial fraud can be easy to detect and simple to avoid. In How to Smell a Rat, trusted financial expert Ken Fisher provides you with an inside's view on how to spot financial disasters before you become a part of them. Filled with in-depth insights and practical advice, this reliable resource takes an engaging look at recent and historic examples of fraudsters, how they operated, and how they can be easily avoided. Fisher also shows you the quick, identifiable features of financial frauds and arms you with the questions to ask when assessing a money manager. Prepares you to identify and avoid financials cams that could instantly destroy your wealth Contains examples that highlight how financial frauds are committed Provides questions everyone should ask before entering any investment endeavor With How to Smell a Rat as your guide, you'll learn how to protect your interests and assets from unnecessary losses.

Full of valuable tips, techniques, illustrative real-world examples, exhibits, and best practices, this handy and concise paperback will help you stay up to date on the newest thinking, strategies, developments, and technologies in corporate fraud. Essentials of Corporate Fraud provides an introductory look at fraud and the kinds of fraud that can occur in various areas of a company.