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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 2013; US$ 196.00Probabilistic 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 New York 2009; US$ 99.00This monograph is devoted to a completely new approach to geometric problems arising in the study of random fields. The groundbreaking material in Part III, for which the background is carefully prepared in Parts I and II, is of both theoretical and practical importance, and striking in the way in which problems arising in geometry and probability... more...

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

Springer New York 2007; US$ 129.00This IMA Volume in Mathematics and its Applications SYMMETRIC FUNCTIONALS ON RANDOM MATRICES AND RANDOM MATCHINGS PROBLEMS During the academic year 2003?2004, the Institute for Mathematics and its Applications (IMA) held a thematic program on Probability and Stat- tics in Complex Systems. The program focused on large complex systems in which stochasticity... 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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