Neural Networks and Statistical Learning Book PDF, ePub eBook

Join our eBook service for unlimited books & audiobooks. Get a free 7 day subscription! ↓↓↓↓↓


Book Descriptions:

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.

Neural Networks and Statistical Learning by Ke-Lin Du, M. N. S. Swamy

From reader reviews:

Jeffrey Brill:

The book Neural Networks and Statistical Learning gives you the sense of being enjoy for your spare time. You can use to make your capable far more increase. Book can being your best friend when you getting strain or having big problem using your subject. If you can make reading a book Neural Networks and Statistical Learning to be your habit, you can get a lot more advantages, like add your current capable, increase your knowledge about several or all subjects. It is possible to know everything if you like open up and read a e-book Neural Networks and Statistical Learning. Kinds of book are several. It means that, science publication or encyclopedia or others. So , how do you think about this guide?

Glen Thomas:

The book with title Neural Networks and Statistical Learning posesses a lot of information that you can understand it. You can get a lot of profit after read this book. This specific book exist new know-how the information that exist in this reserve represented the condition of the world right now. That is important to yo7u to understand how the improvement of the world. This specific book will bring you inside new era of the globalization. You can read the e-book in your smart phone, so you can read it anywhere you want.

Daniel Gutierrez:

Many people spending their period by playing outside along with friends, fun activity having family or just watching TV all day every day. You can have new activity to invest your whole day by examining a book. Ugh, ya think reading a book will surely hard because you have to accept the book everywhere? It alright you can have the e-book, getting everywhere you want in your Smart phone. Like Neural Networks and Statistical Learning which is finding the e-book version. So , why not try out this book? Let's view.

Willis Harrington:

Book is one of source of know-how. We can add our knowledge from it. Not only for students but native or citizen need book to know the revise information of year to year. As we know those ebooks have many advantages. Beside most of us add our knowledge, may also bring us to around the world. With the book Neural Networks and Statistical Learning we can get more advantage. Don't someone to be creative people? Being creative person must love to read a book. Simply choose the best book that acceptable with your aim. Don't become doubt to change your life by this book Neural Networks and Statistical Learning. You can more attractive than now.