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Foundations of Statistical Algorithms

A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms;

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Foundations of Statistical Algorithms

A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms;

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Foundations of Statistical Natural Language Processing

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first;

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Mathematical Foundations of Nature-Inspired Algorithms

theory, statistical learning, and statistical measures. Students and researchers in optimization, operations research, artificial intelligence;

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Mathematical Foundations of Infinite-Dimensional Statistical Models

This book develops the theory of statistical inference in statistical models with an infinite-dimensional parameter space, including;

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Foundations of Genetic Algorithms 1991 (FOGA 1)

Foundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic;...

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Machine Learning Theoretical Foundations and Practical Applications

in conjunction with 16th edition of ICDCIT. The book covers topics, like machine learning and its applications, statistical learning, neural network;

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Data Analysis from Statistical Foundations

Data Analysis from Statistical Foundations;

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Introduction To The Analysis Of Algorithms, An (3rd Edition)

A successor to the first and second editions, this updated and revised book is a leading companion g;...

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Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms

. In turn, it shows how these issues can be easily avoided by applying the principles that have produced Deep Statistical Comparison and its;

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Stochastic Algorithms: Foundations and Applications

This book constitutes the refereed proceedings of the 5th International Symposium on Stochastic Algo;...

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Visualizing Statistical Models And Concepts

Examines classic algorithms, geometric diagrams, and mechanical principles for enhancing visualization of statistical estimation procedures;

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Visualizing Statistical Models And Concepts

Examines classic algorithms, geometric diagrams, and mechanical principles for enhancing visualization of statistical estimation procedures;

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Principles of Data Mining

regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local memory-based models;

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New Optimization Algorithms in Physics

algorithms selected cover concepts and methods from statistical physics to optimization problems emerging in theoretical computer science.;

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Statistical Physics

This volume provides a compact presentation of modern statistical physics at an advanced level, from the foundations of statistical;

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Foundations of Algorithm Design and Analysis

The field of algorithms is now a well-established part of computer science and mathematics, with its;...

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Bringing Bayesian Models to Life

Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental;

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Bringing Bayesian Models to Life

Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental;

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Tree-Based Methods for Statistical Learning in R

This book provides a thorough introduction to both individual decision tree algorithms (Part I) and ;...

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Novel Algorithms for Fast Statistical Analysis of Scaled Circuits

variations in the circuit performance. Traditional CAD tools are not well-equipped to handle this scenario, since they do not model this statistical;

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Computational Learning Approaches to Data Analytics in Biomedical Applications

using varied machine learning and statistical techniques. It presents insights on biomedical data processing, innovative clustering algorithms;

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Software Engineering and Algorithms

essential role in computer science research. In this book, modern research methods, application of machine and statistical learning in the software;

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Mastering Algorithms with Perl

-powered, efficient, easy-to-maintain manner with Perl. Topics range in complexity from sorting and searching to statistical algorithms, numerical;

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Algorithms for a New World

Covid-19 has shown us the importance of mathematical and statistical models to interpret reality, provide forecasts, and explore future;

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Foundations of Algorithms

Foundations of Algorithms, Fifth Edition offers a well-balanced presentation of algorithm design, co;...

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Statistical Foundations of Data Science

Provides theoretical insights and justification of the statistical procedures for the analysis of high-dimensional data Presents a general;

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