Modeling the Internet and the Web covers the most important aspects of modeling the Web using a modern mathematical and probabilistic treatment. It focuses on the information and application layers, a
Economics of private equity (PE). Empirical evidence on Italian manufacturing firms resorting to internal equity only to finance investments with positive NPV. Normative framework providing guidelines
The real options-based conceptual framework for alliance-making presented here responds to the challenge of developing a new metrics for managing strategic partnerships in the face of uncertainty. Suc
This is the first rigorous, self-contained treatment of the theory of deep learning. Starting with the foundations of the theory and building it up, this is essential reading for any scientists, instructors, and students interested in artificial intelligence and deep learning. It provides guidance on how to think about scientific questions, and leads readers through the history of the field and its fundamental connections to neuroscience. The author discusses many applications to beautiful problems in the natural sciences, in physics, chemistry, and biomedicine. Examples include the search for exotic particles and dark matter in experimental physics, the prediction of molecular properties and reaction outcomes in chemistry, and the prediction of protein structures and the diagnostic analysis of biomedical images in the natural sciences. The text is accompanied by a full set of exercises at different difficulty levels and encourages out-of-the-box thinking.
This book describes the fundamentals of the use of quasi-cyclic low-density parity-check (QC-LDPC) codes within the framework of the McEliece cryptosystem. In the first part, different design techniqu
This book provides a comprehensive introduction to the theory of stochastic calculus and some of its applications. It is the only textbook on the subject to include more than two hundred exercises wit
This comprehensive linguistic survey of the Indo-European groups synthesizes the vast amount of information contained in the spe-cialized handbooks of the individual stocks.?The text begins with an in
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