Over the last 10 years, there has hardly been a topic that has occupied the credit sector more than the appropriate determination of the capital backing of credit risk positions. E…
The world is going through a period of rapid and wrenching changes. The recent ï¬Ânancial meltdown has unfortunately in- creased the level of poverty and unemployment, developme…
This chapter begins with a review of the global growth in internet usage. This is followed by a discussion on impact assessment and return on invest- ment. We have devoted a separa…
This book is primarily about the practice of management – the art and science of getting things done. But it is also about leadership – how things get done through people. Manageme…
Business Process Management (BPM) is a “hot topic” because it is highly rel- evant from a practical point of view while at the same it offers many challenges for software deve…
In one sense, at least, you are right, of course. But it is surely a matter of interpretation. The author has admittedly taken a few liberties with what the philosophers actually s…
Graphical causal inference as pioneered by Judea Pearl arose from research on artiï¬Âcial intelligence (AI), and for a long time had little connection to the ï¬Âeld of machin…
This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learn- ing. The treatment concentrates on probabilistic models for…
This book is an attempt to make the subject of linear algebra as understandable as possible, for a ï¬Ârst time student of the subject. I developed the book from a set of notes u…
This textbook is designed to provide you with a basic reference for the topics within. That said, it cannot learn for you, nor can your instructor; ultimately, the responsibility f…
In IEEE Security & Privacy’s “The Five Safes of Risk-Based Ano- nymization,” the authors describe an approach to anonymizing data that both protects data subjects’ privacy and ret…
in augmented and virtual real- ity (AR and VR), clunky headsets and unintuitive interfaces that require exaggerated gestures can create negative user experiences. That’s why today’…
The Industrial Internet of Things (IIoT) is expected to attract signif- icant investments for industry. In this new environment, blockchain presents immediate potential in applicat…
LKCDstands for Linux Kernel Crash Dump. This tool allows the Linux system to write the contents of its memory when a crash occurs so that they can be later analyzed for the root ca…
Data analysis in modern experiments is unthinkable without simulation techniques. We discuss in some detail how to apply Monte Carlo simulation to parameter estimation, deconvoluti…
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