Neural Networks and Statistical Learning

Released on by Ke-Lin Du
preview-18

  • Neural Networks and Statistical Learning Book Detail

  • Author : Ke-Lin Du
  • Release Date : 2013-12-09
  • Publisher : Springer Science & Business Media
  • Genre : Technology & Engineering
  • Pages : 834
  • ISBN 13 : 1447155718
  • File Size : 2,2 MB
DOWNLOAD BOOK

Neural Networks and Statistical Learning by Ke-Lin Du PDF Summary

Book Description: Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and further research. All the major popular neural network models and statistical learning approaches are covered with examples and exercises in every chapter to develop a practical working understanding of the content. Each of the twenty-five chapters includes state-of-the-art descriptions and important research results on the respective topics. The broad coverage includes the multilayer perceptron, the Hopfield network, associative memory models, clustering models and algorithms, the radial basis function network, recurrent neural networks, principal component analysis, nonnegative matrix factorization, independent component analysis, discriminant analysis, support vector machines, kernel methods, reinforcement learning, probabilistic and Bayesian networks, data fusion and ensemble learning, fuzzy sets and logic, neurofuzzy models, hardware implementations, and some machine learning topics. Applications to biometric/bioinformatics and data mining are also included. Focusing on the prominent accomplishments and their practical aspects, academic and technical staff, graduate students and researchers will find that this provides a solid foundation and encompassing reference for the fields of neural networks, pattern recognition, signal processing, machine learning, computational intelligence, and data mining.

Disclaimer: www.yourbookbest.com does not own Neural Networks and Statistical Learning books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Neural Networks and Statistical Learning

Neural Networks and Statistical Learning

File Size : 52,52 MB
Total View : 5671 Views
DOWNLOAD

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resour

Statistical Learning Using Neural Networks

Statistical Learning Using Neural Networks

File Size : 36,36 MB
Total View : 7083 Views
DOWNLOAD

Statistical Learning using Neural Networks: A Guide for Statisticians and Data Scientists with Python introduces artificial neural networks starting from the ba

Neural Networks and Statistical Learning

Neural Networks and Statistical Learning

File Size : 6,6 MB
Total View : 8315 Views
DOWNLOAD

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for st

Machine Learning with Neural Networks

Machine Learning with Neural Networks

File Size : 86,86 MB
Total View : 1842 Views
DOWNLOAD

This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to d

An Introduction to Statistical Learning

An Introduction to Statistical Learning

File Size : 41,41 MB
Total View : 5587 Views
DOWNLOAD

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