What’s this book all about? Well, it’s about how to develop software, from a personal perspective. We’ll look at what it means for you to take a problem and produce a program to solve it from beginning to end. That said, this book focuses a lot on design. How do you design software? What things do you take into...

One...

Agile methodologies attack risk at its core. To identify risk early and often is the premise of agile security. Risk comes in many forms. Organizations face security threats every day. Risks are in the delivery and maintenance of the countermeasures. Agile IT Security focuses on the details of the steps in delivering and maintaining...

Well, it’s been a wild ride since the first edition of this book was released. At that time, PowerShell had just shipped and had a fairly limited scope of influence. Things have changed a lot. PowerShell now ships in the box with Windows (at least Windows 7 and Server 2008 R2). The number of PowerShell users is now in the hundreds...

Environmental remote sensing is the measurement, from a distance, of the spectral features of the Earth’s surface and atmosphere. These measurements are normally made by instruments carried by satellites or aircraft, and are used to infer the nature and characteristics of the land or sea surface, or of the atmosphere, at the...

Humans receive the great majority of information about their environment through sight, and at least 50% of the human brain is dedicated to vision. Vision is also a key component for building artificial systems that can perceive and understand their environment. Computer vision is likely to change society in many ways; for example, it...

In the last three decades, machine learning research and practice have focused on batch learning usually using small datasets. In batch learning, the whole training data is available to the algorithm, which outputs a decision model after processing the data eventually (or most of the times) multiple times. The rationale behind this...

Many colleges and universities offer a course in discrete mathematics. Students taking these courses are from many disciplines, one of the largest being computer science. As a part of the Mathematics Across the Curriculum project at Dartmouth, supported by the National Science Foundation,1 we proposed to create a discrete mathematics...

The 2010 Asian Conference on Computer Vision took place in the southern hemisphere, in “The Land of the Long White Cloud” in Maori language, also known as New Zealand, in the beautiful town of Queenstown. If we try to segment the world we realize that New Zealand does not belong officially to any continent. Similarly, in computer...

The objective of the second edition of this book is to introduce statistical data mining concepts, describe methods in statistical data mining from sampling to decision trees, demonstrate the features of user-friendly data mining SAS tools and, above all, allow the book users to download compiled data mining SAS (Version 9.0 and...