{"title":"Books by Bart Baesens","description":null,"products":[{"product_id":"9781119133124","title":"Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques","description":"\u003cb\u003eDetect fraud earlier to mitigate loss and prevent cascading damage\u003c\/b\u003e \u003cp\u003e\u003ci\u003eFraud Analytics Using Descriptive, Predictive, and Social Network Techniques \u003c\/i\u003eis 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.\u003c\/p\u003e \u003cp\u003eIt 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.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExamine fraud patterns in historical data\u003c\/li\u003e \u003cli\u003eUtilize labeled, unlabeled, and networked data\u003c\/li\u003e \u003cli\u003eDetect fraud before the damage cascades\u003c\/li\u003e \u003cli\u003eReduce losses, increase recovery, and tighten security\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe 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. \u003ci\u003eFraud Analytics Using Descriptive, Predictive, and Social Network Techniques\u003c\/i\u003e helps you stop fraud in its tracks, and eliminate the opportunities for future occurrence.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":56296331903349,"sku":"9781119133124","price":39.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9781119133124_87524616-8946-4ce1-85d9-0cfbd21383b3.jpg?v=1786018365"},{"product_id":"principles-of-database-management","title":"Principles of Database Management","description":"This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an up-to-date approach to database management. This full-color, illustrated text has a balanced theory-practice focus, covering essential topics, from established database technologies to recent trends, like Big Data, NoSQL, and more. Fundamental concepts are supported by real-world examples, query and code walkthroughs, and figures, making it perfect for introductory courses for advanced undergraduates and graduate students in information systems or computer science. These examples are further supported by an online playground with multiple learning environments, including MySQL, MongoDB, Neo4j Cypher, and tree structure visualization. This combined learning approach connects key concepts throughout the text to the important, practical tools to get started in database management.","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57483334418805,"sku":"9781107186125","price":65.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9781107186125.jpg?v=1786178471"},{"product_id":"beginning-java-programming","title":"Beginning Java Programming","description":"\u003cb\u003eA comprehensive Java guide, with samples, exercises, case studies, and step-by-step instruction\u003c\/b\u003e  \u003cp\u003e\u003ci\u003eBeginning Java Programming: The Object Oriented Approach\u003c\/i\u003e is a straightforward resource for getting started with one of the world's most enduringly popular programming languages. Based on classes taught by the authors, the book starts with the basics and gradually builds into more advanced concepts. The approach utilizes an integrated development environment that allows readers to immediately apply what they learn, and includes step-by-step instruction with plenty of sample programs. Each chapter contains exercises based on real-world business and educational scenarios, and the final chapter uses case studies to combine several concepts and put readers' new skills to the test.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eBeginning Java Programming: The Object Oriented Approach\u003c\/i\u003e provides both the information and the tools beginners need to develop Java skills, from the general concepts of object-oriented programming. Learn to:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand the Java language and object-oriented concept implementation\u003c\/li\u003e \u003cli\u003eUse Java to access and manipulate external data\u003c\/li\u003e \u003cli\u003eMake applications accessible to users with GUIs\u003c\/li\u003e \u003cli\u003eStreamline workflow with object-oriented patterns\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe book is geared for those who want to use Java in an applied environment while learning at the same time. Useful as either a course text or a stand-alone self-study program, \u003ci\u003eBeginning Java Programming\u003c\/i\u003e is a thorough, comprehensive guide.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":57680117793141,"sku":"9781118739495","price":36.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0612\/7193\/3106\/files\/9781118739495.jpg?v=1792423189"}],"url":"https:\/\/backstory.london\/collections\/author-bart-baesens.oembed","provider":"Backstory","version":"1.0","type":"link"}