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An Introduction to Statistical Learning: with Applications in R (Springer T…



An Introduction to Statistical Learning This book presents key modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, and clustering.

An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..


The Elements Of Statistical Learning

ISBN 10 : 0387848584
ISBN 13 : 9780387848587

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical..



Empirical Research For Software Security

ISBN 10 : 9781351650885
ISBN 13 : 1351650882

Developing secure software requires the integration of numerous methods and tools into the development process, and software design is based on shared expert knowledge, claims, and..


Machine Learning And Data Mining In Pattern Recognition

ISBN 10 : 9783319419206
ISBN 13 : 331941920X

This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016, held in New York, NY, USA..


Multimedia Communications Services And Security

ISBN 10 : 9783319699110
ISBN 13 : 3319699113

This volume constitutes the refereed proceedings of the 9th International Conference on Multimedia Communications, Services and Security, MCSS 2017, held in Kraków, Poland, in Nov..


Data Mining Algorithms

ISBN 10 : 9781118950807
ISBN 13 : 1118950801

Data Mining Algorithms is a practical, technically-oriented guide to data mining algorithms that covers the most important algorithms for building classification, regression, and c..


Big Data Analytics With R

ISBN 10 : 9781786463722
ISBN 13 : 1786463725

Utilize R to uncover hidden patterns in your Big Data About This Book Perform computational analyses on Big Data to generate meaningful results Get a practical knowledge of R progr..



Machine Learning In Complex Networks

ISBN 10 : 9783319172903
ISBN 13 : 3319172905

This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based mach..