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#### Protein Homology Detection Through Alignment of Markov Random Fields

Springer International Publishing 2015; US$ 54.99This work covers sequence-based protein homology detection, a fundamental and challenging bioinformatics problem with a variety of real-world applications. The text first surveys a few popular homology detection methods, such as Position-Specific Scoring Matrix (PSSM) and Hidden Markov Model (HMM) based methods, and then describes a novel Markov Random... more...

#### Random Fields and Stochastic Lagrangian Models

De Gruyter 2012; US$ 182.00Probabilistic approach and stochastic simulation become more and more popular in all branches of science and technology, especially in problems where the data are randomly fluctuating, or they are highly irregular in deterministic sense. As a rule, in such problems it is very difficult and expensive to carry out measurements to extract... more...

#### Random Fields and Geometry

Springer 2009; US$ 99.00A monograph that is devoted to a fresh approach to geometric problems arising in the study of random fields, namely, the geometry of excursion sets of random fields and the related Euler characteristic approach to extremal probabilities. more...

#### Symmetric Functionals on Random Matrices and Random Matchings Problems

Springer 2007; US$ 129.00Drawn from the literature on the asymptotic behavior of random permanents and random matchings, this book presents a connection between the problem of an asymptotic behavior for a certain family of functionals on random matrices and the asymptotic results in the classical theory of the U-statistics. more...

#### Random Fields and Spin Glasses

Cambridge University Press 2006; US$ 44.00Theory of magnetic systems for graduate students and researchers in statistical physics and basic field theory. more...

#### Multiparameter Processes

Springer 2006; US$ 99.00Multi-parameter processes extend the existing one-parameter theory in an elegant way and have many applications to other fields in mathematics. This book on random fields is designed for a second graduate course in probability. more...

#### Random Fields Estimation

World Scientific Publishing Company 2005; US$ 193.00This book contains a novel theory of random fields estimation of Wiener type, developed originally by the author and presented here. No assumption about the Gaussian or Markovian nature of the fields are made. The theory, constructed entirely within the framework of covariance theory, is based on a detailed analytical study of a new class of multidimensional... more...

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