Электронная книга: Sunder Gee «Fraud and Fraud Detection. A Data Analytics Approach»
|
Detect fraud faster—no matter how well hidden—with IDEA automation Fraud and Fraud Detection takes an advanced approach to fraud management, providing step-by-step guidance on automating detection and forensics using CaseWare's IDEA software. The book begins by reviewing the major types of fraud, then details the specific computerized tests that can detect them. Readers will learn to use complex data analysis techniques, including automation scripts, allowing easier and more sensitive detection of anomalies that require further review. The companion website provides access to a demo version of IDEA, along with sample scripts that allow readers to immediately test the procedures from the book. Business systems'electronic databases have grown tremendously with the rise of big data, and will continue to increase at significant rates. Fraudulent transactions are easily hidden in these enormous datasets, but Fraud and Fraud Detection helps readers gain the data analytics skills that can bring these anomalies to light. Step-by-step instruction and practical advice provide the specific abilities that will enhance the audit and investigation process. Readers will learn to: Understand the different areas of fraud and their specific detection methods Identify anomalies and risk areas using computerized techniques Develop a step-by-step plan for detecting fraud through data analytics Utilize IDEA software to automate detection and identification procedures The delineation of detection techniques for each type of fraud makes this book a must-have for students and new fraud prevention professionals, and the step-by-step guidance to automation and complex analytics will prove useful for even experienced examiners. With datasets growing exponentially, increasing both the speed and sensitivity of detection helps fraud professionals stay ahead of the game. Fraud and Fraud Detection is a guide to more efficient, more effective fraud identification. Издательство: "John Wiley&Sons Limited"
ISBN: 9781118779675 электронная книга Купить за 5019.08 руб и скачать на Litres |
Другие книги схожей тематики:
| Автор | Книга | Описание | Год | Цена | Тип книги |
|---|---|---|---|---|---|
| Leonard Vona W. | Fraud Data Analytics Methodology. The Fraud Scenario Approach to Uncovering Fraud in Core Business Systems | Uncover hidden fraud and red flags using efficient data analytics Fraud Data Analytics Methodology addresses the need for clear, reliable fraud detection with a solid framework for a robust data… — John Wiley&Sons Limited (USD), электронная книга Подробнее... | 6178.75 | электронная книга | |
| Fiona McNeill | Heuristics in Analytics. A Practical Perspective of What Influences Our Analytical World | Employ heuristic adjustments for truly accurate analysis Heuristics in Analytics presents an approach to analysis that accounts for the randomness of business and the competitive marketplace… — John Wiley&Sons Limited (USD), электронная книга Подробнее... | 3248.72 | электронная книга |
См. также в других словарях:
Data Analysis Techniques for Fraud Detection — Fraud is a million dollar business and it is increasing every year. The PwC global economic crime survey of 2009 suggests that close to 30% of companies worldwide reported fallen victim to fraud in the past year[1] Fraud involves one or more… … Wikipedia
Predictive analytics — encompasses a variety of techniques from statistics and data mining that analyze current and historical data to make predictions about future events. Such predictions rarely take the form of absolute statements, and are more likely to be… … Wikipedia
Web analytics — Internet marketing Display advertising Email marketing E mail marketing software Interactive advertising Cloud marketing Social media optimization … Wikipedia
Computer Aided Audit Tools — Computer Assisted Audit Techniques or Computer Aided Audit Tools (CAATS), also known as Computer Assisted Audit Tools and Techniques (CAATTs), is a growing field within the Financial audit profession. CAATTs is the practice of using computers to… … Wikipedia
Computer-aided audit tools — Computer assisted audit techniques or computer aided audit tools (CAATS), also known as computer assisted audit tools and techniques (CAATTs), is a growing field within the financial audit profession. CAATTs is the practice of using computers to… … Wikipedia
Artificial neural network — An artificial neural network (ANN), usually called neural network (NN), is a mathematical model or computational model that is inspired by the structure and/or functional aspects of biological neural networks. A neural network consists of an… … Wikipedia
