Similar to many research and application fields, geography has moved from a datapoor and computation-poor to a data-rich and computation-rich environment. The scope, coverage, and volume of digital geographic datasets are growing rapidly. Public and private sector agencies are creating, processing, and disseminating digital data on land use,...

In the last few years, changes have had a profound influence on the problems addressed by compiler designers. First, the proliferation in machine architectures has necessitated the fine-tuning of compiler back ends to exploit features such as multiple memory banks, pipelines and clustered architectures. These features provide potential for...

Soft computing has been a major field of development in the previous couple of decades. The field attracts the attention of a large number of people. The highly multidisciplinary nature of the field further results in a large number of students studying soft computing. The various developments in application areas of soft computing in the...

Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian...

The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data...

Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a...

Thirty years after RSA was first publicized, it remains an active research area. Although several good surveys exist, they are either slightly outdated or only focus on one type of attack. Offering an updated look at this field, Cryptanalysis of RSA and Its Variants presents the best known mathematical attacks on RSA and its...

With more and more images and videos being available in the compressed format, researchers have started taking interest in the aspect of designing algorithms for different image operations directly in their domains of representation. This would not only avoid the inverse and forward transformation steps and potentially make the...

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...

Cryptography has made a peculiar journey to become a modern science. It had long been associated with the military and with magic. The rst published work in the eld was Steganographia, by an alchemist named Trithemius. Although written earlier, the book was published in 1606. Cryptography has continued this connection with the arcane...

Since the publication of the second edition of this highly acclaimed textbook, telecommunications has progressed at a rapid rate. Major advances continue to occur in mobile communications and broadband digital networks and services, sophisticated signal processing techniques are prevalent at increasingly higher bit rates, and digital systems...

Today, more than at any other time in the history of mankind, computers are increasingly and successfully being exploited to gain a better understanding of our physical world and as a result, also deepen our appreciation and reverence for God’s Creation. Consequently, as computers evolve, so must the means to control them through...