Information Theory and Statistical Learning presents theoretical and practical results about information theoretic methods used in the context of statistical …
Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are …
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts …
Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis …
This book constitutes the refereed proceedings of the Second International Conference on Statistical Language and Speech Processing, SLSP 2014, held …
This book constitutes the refereed proceedings of the Third International Conference on Statistical Language and Speech Processing, SLSP 2015, held …
Reliability analysis is concerned with the analysis of devices and systems whose individual components are prone to failure. This textbook …
In keeping with the tradition of previous summer schools on fundamental problems in statistical mechanics, this book contains in depth …
This concise introduction to the key concepts and tools of modern statistical mechanics is self-contained. Combining analytical and numerical techniques, …
Over the past few decades the powerful methods of statistical physics and Euclidean quantum field theory have moved closer together, …
Pattern Theory provides a comprehensive and accessible overview of the modern challenges in signal, data, and pattern analysis in speech …
The only text to cover both thermodynamic and statistical mechanics--allowing students to fully master thermodynamics at the macroscopic level. Presents …
An understanding of thermal physics is crucial to much of modern physics, chemistry and engineering. This book provides a modern …
A Guide to Physics Problems is a two-volume set of problems taken from Ph.D. qualifying exams. Part 2 -- the …
Presents a comprehensive and rigorous treatment of thermodynamics while retaining an engineering perspective and, in so doing, provides a resource …
Molecular Driving Forces, Second Edition is an introductory statistical thermodynamics text that describes the principles and forces that drive chemical …
In Monte Carlo Methods in Chemical Physics: An Introduction to the Monte Carlo Method for Particle Simulations J. Ilja Siepmann …
In the processes studied in contemporary physics one encounters the most diverse conditions: temperatures ranging from absolute zero to those …
Although more than 10 years old, this remains a firm favourite with many people as witnessed by the fact that …
This book deals with theoretical thermodynamics and the statistical physics of electron and particle gases. While treating the laws of …
Many newly developing fields of science and engineering, including nanotechnology, protein engineering, microfluidics, etc., require an in-depth molecular understanding and …
Designed to arm finance professionals with an understanding of why econometrics is necessary, this book also provides them with a …
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