Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction...

While raising capital has never been easy, it has become a lot more difficult over the past few years. The dot-com debacle has made investors skittish, especially when it comes to financing early-stage start-ups. As a result, more and more entrepreneurs are being forced to compete harder and harder for a spot around the money well. At the end...

There can never be enough material in the public domain about cancers, and particularly breast cancer. This book adds much to the literature. It provides general information on breast cancer management and considers all new methods of diagnosis and therapy. It focuses on nuclear medicine modalities by comparing their results with other...

Solar energy is clean, efficient, sustainable―and expensive. Or is it? Many homeowners simply assume that the cost of solar panels is out of their reach, but in reality, the technology is quickly becoming attainable for the middle class. Rather...

What do the following have in common: the promise of Botox as the key to everlasting youthful looks; E. coli O157 hamburger disease; a mysterious illness which killed 35 heroin users in 2000; and the assassination by poisoned umbrella-tip of a Bulgarian dissident in the 1970s? The answer is that all of these are caused by toxins, the powerful...