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  • Deterministic Abelian Sandpile Models and Patterns

    Series series Physics and Astronomy (R0)
    The model investigated in this work, a particular cellular automaton with stochastic evolution, was introduced as the simplest case of self-organized-criticality, that is, a dynamical system which shows algebraic long-range correlations without any tuning of parameters. The author derives exact results which are potentially also interesting outside the area of critical phenomena. Exact means also ... Leer más

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  • Automatic trend estimation

    Series series Physics and Astronomy (R0)
    Our book introduces a method to evaluate the accuracy of trend estimation algorithms under conditions similar to those encountered in real time series processing. This method is based on Monte Carlo experiments with artificial time series numerically generated by an original algorithm. The second part of the book contains several automatic algorithms for trend estimation and time series ... Leer más

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  • Mathematical Modeling and Signal Processing in Speech and Hearing Sciences

    Series series Mathematics and Statistics (R0)
    The aim of the book is to give an accessible introduction of mathematical models and signal processing methods in speech and hearing sciences for senior undergraduate and beginning graduate students with basic knowledge of linear algebra, differential equations, numerical analysis, and probability. Speech and hearing sciences are fundamental to numerous technological advances of the digital world ... Leer más

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  • Probability for Statistics and Machine Learning

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    Series series Mathematics and Statistics (R0)
    This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine learning. It is written in an extremely accessible style, with elaborate motivating discussions and numerous worked out examples and exercises. The book has 20 chapters on a wide range of topics, 423 ... Leer más

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  • Computational Finance

    An Introductory Course with R

    Series series Computer Science (R0)
    The book covers a wide range of topics, yet essential, in Computational Finance (CF), understood as a mix of Finance, Computational Statistics, and Mathematics of Finance. In that regard it is unique in its kind, for it touches upon the basic principles of all three main components of CF, with hands-on examples for programming models in R. Thus, the first chapter gives an introduction to the ... Leer más

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  • Mathematical Problems in Meteorological Modelling

    Series series Springer Nature Proceedings excluding Computer Science
    This book deals with mathematical problems arising in the context of meteorological modelling. It gathers and presents some of the most interesting and important issues from the interaction of mathematics and meteorology. It is unique in that it features contributions on topics like data assimilation, ensemble prediction, numerical methods, and transport modelling, from both mathematical and ... Leer más

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  • Introduction to Discrete Event Simulation and Agent-based Modeling

    Voting Systems, Health Care, Military, and Manufacturing

    Series series Engineering (R0)
    Discrete event simulation and agent-based modeling are increasingly recognized as critical for diagnosing and solving process issues in complex systems. Introduction to Discrete Event Simulation and Agent-based Modeling covers the techniques needed for success in all phases of simulation projects. These include: • Definition – The reader will learn how to plan a project and communicate using a ... Leer más

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  • An Introduction to R for Quantitative Economics

    Graphing, Simulating and Computing

    de Vikram Dayal ...
    Series series Economics and Finance (R0)
    This book gives an introduction to R to build up graphing, simulating and computing skills to enable one to see theoretical and statistical models in economics in a unified way. The great advantage of R is that it is free, extremely flexible and extensible. The book addresses the specific needs of economists, and helps them move up the R learning curve. It covers some mathematical topics such as, ... Leer más

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  • Advances in Applied Strategic Mine Planning

    Edición de Roussos Dimitrakopoulos ...
    Series series Earth and Environmental Science (R0)
    This book presents a collection of papers on topics in the field of strategic mine planning, including orebody modeling, mine-planning optimization and the optimization of mining complexes. Elaborating on the state of the art in the field, it describes the latest technologies and related research as well as the applications of a range of related technologies in diverse industrial contexts. ... Leer más

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  • Multiscale Modeling of Complex Molecular Structure and Dynamics with MBN Explorer

    Series series Physics and Astronomy (R0)
    This book introduces readers to MesoBioNano (MBN) Explorer – a multi-purpose software package designed to model molecular systems at various levels of size and complexity. In addition, it presents a specially designed multi-task toolkit and interface – the MBN Studio – which enables the set-up of input files, controls the simulations, and supports the subsequent visualization and analysis of the ... Leer más

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  • The Design and Analysis of Computer Experiments

    Series series Mathematics and Statistics (R0)
    In the past 15 to 20 years, the computer has become a popular tool for exploring the relationship between a measured response and factors thought to affect the response. In many cases, scientific theories exist that implicitly relate the response to the factors by means of systems of mathematical equations. There also exist numerical methods for accurately solving such equations and appropriate ... Leer más

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  • Information Technologies and Mathematical Modelling. Queueing Theory and Applications

    16th International Conference, ITMM 2017, Named After A.F. Terpugov, Kazan, Russia, September 29 - October 3, 2017, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the proceedings of the 16th International Conference on Information Technologies and Mathematical Modelling, ITMM 2017, held in Kazan, Russia, in September/October 2017.The 31 papers presented in this volume were carefully reviewed and selected from 85 submissions. The conference covers various aspects of mathematical modeling and information technologies, focusing on ... Leer más

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