Chapman & Hall/CRC Computer Science & Data Analysis – serie
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59 produkter
Foundations of Statistical Algorithms
With References to R Packages
Av Claus Weihs, Olaf Mersmann m. fl.
Häftad, 2019
1046 kr
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A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today’s more powerful statistical algorithms. …
Semisupervised Learning for Computational Linguistics
Av Steven Abney
Häftad, 2019
1078 kr
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The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspecialists to keep up to date in the field. Providing a broad, accessible treatment of the theory as well as linguistic applications, …
Correspondence Analysis and Data Coding with Java and R
Häftad, 2019
1078 kr
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Developed by Jean-Paul Benzérci more than 30 years ago, correspondence analysis as a framework for analyzing data quickly found widespread popularity in Europe. The topicality and importance of correspondence analysis continue, and with the tremendous computing power now available and new fields of …
Pattern Recognition Algorithms for Data Mining
Av Sankar K. Pal, Pabitra Mitra
Häftad, 2019
1017 kr
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Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and …
Bayesian Regression Modeling with INLA
Av Xiaofeng Wang, Yu Ryan Yue m. fl.
Häftad, 2020
812 kr
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INLA stands for Integrated Nested Laplace Approximations, which is a new method for fitting a broad class of Bayesian regression models. No samples of the posterior marginal distributions need to be drawn using INLA, so it is a computationally convenient alternative to Markov chain Monte Carlo …
Chain Event Graphs
Av Rodrigo A. Collazo, Christiane Goergen m. fl.
Häftad, 2020
836 kr
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Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete …
Design and Modeling for Computer Experiments
Av Kai-Tai Fang, Runze Li m. fl.
Häftad, 2020
798 kr
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Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific …
Data Science Foundations
Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics
Häftad, 2020
812 kr
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"Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need of…quite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methods…a very useful text and I would certainly use it in …
Exploratory Multivariate Analysis by Example Using R
Av Francois Husson, Sebastien Le m. fl.
Häftad, 2020
827 kr
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Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when …
Music Data Analysis
Foundations and Applications
Av Claus Weihs, Dietmar Jannach m. fl.
Häftad, 2019
1032 kr
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This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects …
Time Series Clustering and Classification
Av Elizabeth Ann Maharaj, Pierpaolo D'Urso m. fl.
Häftad, 2021
798 kr
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The beginning of the age of artificial intelligence and machine learning has created new challenges and opportunities for data analysts, statisticians, mathematicians, econometricians, computer scientists and many others. At the root of these techniques are algorithms and methods for clustering and …
Textual Data Science with R
Häftad, 2021
812 kr
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Textual Statistics with R comprehensively covers the main multidimensional methods in textual statistics supported by a specially-written package in R. Methods discussed include correspondence analysis, clustering, and multiple factor analysis for contigency tables. Each method is illuminated by …
Combinatorial Inference in Geometric Data Analysis
Av Brigitte Le Roux, Solène Bienaise m. fl.
Häftad, 2021
724 kr
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Geometric Data Analysis designates the approach of Multivariate Statistics that conceptualizes the set of observations as a Euclidean cloud of points. Combinatorial Inference in Geometric Data Analysis gives an overview of multidimensional statistical inference methods applicable to clouds of …
Exploratory Data Analysis with MATLAB
Av Wendy L. Martinez, Angel R. Martinez m. fl.
Häftad, 2022
812 kr
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Praise for the Second Edition:"The authors present an intuitive and easy-to-read book. … accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB."—Adolfo Alvarez Pinto, International Statistical Review …
Computational Statistics Handbook with MATLAB
Av Wendy L. Martinez, Angel R. Martinez
Häftad, 2021
812 kr
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A Strong Practical Focus on Applications and AlgorithmsComputational Statistics Handbook with MATLAB®, Third Edition covers today’s most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps …
Bayesian Artificial Intelligence
Av Kevin B. Korb, Ann E. Nicholson
Häftad, 2023
776 kr
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Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal …
R Programming for Bioinformatics
E-bok, 2008
1762 kr
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Due to its data handling and modeling capabilities as well as its flexibility, R is becoming the most widely used software in bioinformatics. R Programming for Bioinformatics explores the programming skills needed to use this software tool for the solution of bioinformatics and computational …
Bayesian Artificial Intelligence
Av Kevin B. Korb, Ann E. Nicholson
E-bok, 2010
910 kr
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The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and a new section on object-oriented Bayesian networks, along with new …
Introduction to Data Technologies
Av Paul Murrell
E-bok, 2009
1448 kr
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Providing key information on how to work with research data, Introduction to Data Technologies presents ideas and techniques for performing critical, behind-the-scenes tasks that take up so much time and effort yet typically receive little attention in formal education. With a focus on …
Computational Statistics Handbook with MATLAB
Av Wendy L. Martinez, Angel R. Martinez
E-bok, 2015
953 kr
Lägg i varukorg
A Strong Practical Focus on Applications and AlgorithmsComputational Statistics Handbook with MATLAB, Third Edition covers today's most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps …
Statistics in MATLAB
A Primer
Av MoonJung Cho, Wendy L. Martinez
E-bok, 2014
1004 kr
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This primer provides an accessible introduction to MATLAB version 8 and its extensive functionality for statistics. Fulfilling the need for a practical user's guide, the book covers capabilities in the main MATLAB package, the Statistics Toolbox, and the student version of MATLAB, presenting …
Foundations of Statistical Algorithms
With References to R Packages
Av Claus Weihs, Olaf Mersmann m. fl.
E-bok, 2013
1230 kr
Lägg i varukorg
A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today's more powerful statistical algorithms. …
Correspondence Analysis and Data Coding with Java and R
E-bok, 2005
1230 kr
Lägg i varukorg
Developed by Jean-Paul Benzerci more than 30 years ago, correspondence analysis as a framework for analyzing data quickly found widespread popularity in Europe. The topicality and importance of correspondence analysis continue, and with the tremendous computing power now available and new fields of …
Microarray Image Analysis
An Algorithmic Approach
Av Karl Fraser, Zidong Wang m. fl.
E-bok, 2010
1437 kr
Lägg i varukorg
To harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the requirements of operator assistance. Microarray Image Analysis: An Algorithmic Approach presents an automatic system for microarray image processing to …
Design and Modeling for Computer Experiments
Av Kai-Tai Fang, Runze Li m. fl.
E-bok, 2005
915 kr
Lägg i varukorg
Computer simulations based on mathematical models have become ubiquitous across the engineering disciplines and throughout the physical sciences. Successful use of a simulation model, however, requires careful interrogation of the model through systematic computer experiments. While specific …
Microarray Image Analysis
An Algorithmic Approach
Av Karl Fraser, Zidong Wang m. fl.
Häftad, 2017
1222 kr
Lägg i varukorg
To harness the high-throughput potential of DNA microarray technology, it is crucial that the analysis stages of the process are decoupled from the requirements of operator assistance. Microarray Image Analysis: An Algorithmic Approach presents an automatic system for microarray image processing to …
Introduction to Data Technologies
Av Paul Murrell
Häftad, 2017
1259 kr
Lägg i varukorg
Providing key information on how to work with research data, Introduction to Data Technologies presents ideas and techniques for performing critical, behind-the-scenes tasks that take up so much time and effort yet typically receive little attention in formal education. With a focus on …
Exploratory Multivariate Analysis by Example Using R
Av Francois Husson, Sebastien Le m. fl.
Inbunden, 2017
1837 kr
Lägg i varukorg
Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R, Second Edition focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when …
Statistics in MATLAB
A Primer
Av MoonJung Cho, Wendy L. Martinez
Inbunden, 2018
3082 kr
Lägg i varukorg
Fulfilling the need for a practical user's guide, Statistics in MATLAB: A Primer provides an accessible introduction to the latest version of MATLAB and its extensive functionality for statistics. Assuming a basic knowledge of statistics and probability as well as a fundamental understanding of …
Textual Data Science with R
Inbunden, 2019
2144 kr
Lägg i varukorg
Textual Statistics with R comprehensively covers the main multidimensional methods in textual statistics supported by a specially-written package in R. Methods discussed include correspondence analysis, clustering, and multiple factor analysis for contigency tables. Each method is illuminated by …
