Presents a thorough overview of the major topics of digital image processing, beginning with the basic mathematical tools needed for the subject. Includes a comprehensive chapter on stochastic models for digital image processing. Covers aspects of image representation including luminance, color, spatial and temporal properties of vision, and...
Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and...
The intersection of interests between machine learning and optimization
has engaged many leading researchers in both communities for some years
now. Both are vital and growing fields, and the areas of shared interest are
expanding too. This volume collects contributions from many researchers
who have been a part of these...
The title of this book is both subversive and ambitious. It is subversive because
few academic publications deal with this subject. There has, of course, been work
done in robotics on artificially reproducing a “human” movement. One can also find
more cognitive works about the way of reasoning – i.e. storing and...
As our modern information-age society grows in complexity both in terms of embedded systems and applications, the problems and challenges in reliability become ever more complex. Bringing together many of the leading experts in the field, this volume presents a broad picture of current research on system modeling and optimization in...
This text began as notes for a course in statistical computing for second year actuarial and statistical students at the University of Western Ontario. Both authors are interested in statistical computing, both as support for our other research and for its own sake. However, we have found that our students were not learning the right sort of...
Optimization is an extremely important area in science and technology which provides
powerful and useful tools and techniques for the formulation and solution of
a multitude of problems in which we wish, or need, to find a best possible option
or solution. It has been an important area of research for more than half a century,...
This book is a result of my teaching mathematical programming to graduate
students of the University of Delhi for over thirty years. In preparing this book,
a special care has been made to see that it is self-contained and that it is suitable
both as a text and as a reference.
Explore cutting-edge statistical methodologies for collecting, analyzing, and modeling online auction data
Online auctions are an increasingly important marketplace, as the new mechanisms and formats underlying these auctions have enabled the capturing and recording of large amounts of bidding data that are used to make...
Sequencing and scheduling is a formof decision-making that plays a crucial role in manufacturing and service industries. In the current competitive environment effective sequencing and scheduling has become a necessity for survival in the market-place. Companies have to meet shipping dates that have been committed to customers, as failure to...
This volume contains the proceedings of the 17th International Conference on
Tools and Algorithms for the Construction and Analysis of Systems (TACAS
2011). TACAS 2011 took place in Saarbr¨ucken, Germany, March 28–31, 2011,
as part of the 14th European Joint Conferences on Theory and Practice of Software
(ETAPS 2011), whose...
'This second edition remains true to the remarkable standards of scholarship established by the first edition ... it will no doubt be a very welcome addition to the literature.' Peter W. Glynn, Prologue to the Second Edition
Meyn & Tweedie is back! The bible on Markov chains in general state spaces has been brought up to...
