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This book discusses all aspects of money laundering, starting from traditional approach to financial crimes to artificial intelligence-enabled solutions. It also discusses the regulators approach to curb financial crimes and how syndication among financial institutions can create a robust ecosystem for monitoring and managing financial crimes. It opens with an introduction to financial crimes for a financial institution, the context of financial crimes, and its various participants. Various types of money laundering, terrorist financing, and dealing with watch list entities are also part of the discussion. Through its twelve chapters, the book provides an overview of ways in which financial institutions deal with financial crimes; various IT solutions for monitoring and managing financial crimes; data organization and governance in the financial crimes context; machine learning and artificial intelligence (AI) in financial crimes; customer-level transaction monitoring system; machine learning-driven alert optimization; AML investigation; bias and ethical pitfalls in machine learning; and enterprise-level AI-driven Financial Crime Investigation (FCI) unit. There is also an Appendix which contains a detailed review of various data sciences approaches that are popular among practitioners.The book discusses each topic through real-life experiences. It also leverages the experience of Chief Compliance Officers of some large organizations to showcase real challenges that heads of large organizations face while dealing with this sensitive topic. It thus delivers a hands-on guide for setting up, managing, and transforming into a best-in-class financial crimes management unit. It is thus an invaluable resource for researchers, students, corporates, and industry watchers alike.
THE ORIGIN OF DRAMA Drama is a literary composition meant to be staged. The term ¿dramä is derived from the Greek word ¿dran¿ which means ¿to act¿.Aristotle¿s ¿Poetics¿ deals with dramatics. According to Aristotle, the aim of dramais to instruct and delight the spectators. He says that drama is an imitation of human action. A SHORT HISTORY OF ENGLISH DRAMA. In England, drama originated from the religious performances of the Middle Ages. Priests played the roles of characters and Plays were usually performed inside the church. The dialogue was in Latin. In due course, Latin was replaced by English and Performance began to be carried on outside the church. Gradually drama became popular. The plays produced by Trade Guilds on religious themes became popular as Mystery Plays and Miracle plays. Mysteries have themes from the Bible and the Miracles dealt with the lives of saints. Morality plays were plays in which the characters represented abstract qualities. Interludes were the kind of play within the play i.e. a comic script in common topic introduced in the midst of a serious play.
Supply chain management - delivering the right product to the right place, at the right time and at the right price - is one of the most powerful engines of business transformation. It is one of the leading cost saving and revenue enhancement strategies in use today. It aims at integrating the company's internal systems to those of its suppliers, partners and customers. Effective and efficient management of procurement will fulfill the objectives like (1) support to operational requirements, (2) manage the procurement process and the supply base efficiently and effectively, (3) develop strong relationships with other functional groups, (4) develop integrated purchasing strategies that support organizational strategies, goals and objectives. Effective integration of an Organizations supply chain can save millions, improve customer service and reduce inventories. The outcome of research will help small, medium and large manufacturing organizations to use their resources optimally and generate overall long term growth.
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