Machine Learning
by Abdelhamid Mellouk, Abdennacer Chebira
Publisher: InTech 2009
ISBN-13: 9789537619561
Number of pages: 450
Description:
Neural machine learning approaches, Hamiltonian neural networks, similarity discriminant analysis, machine learning methods for spoken dialogue simulation and optimization, linear subspace learning for facial expression analysis, 3d shape classification and retrieval, genetic network programming with reinforcement learning, heuristic dynamic programming, and more.
Download or read it online for free here:
Download link
(PDF)
Similar books
![Book cover: An Introduction to Probabilistic Programming](images/12175.jpg)
by Jan-Willem van de Meent, et al. - arXiv.org
This text is designed to be a graduate-level introduction to probabilistic programming. It provides a thorough background for anyone wishing to use a probabilistic programming system, and introduces the techniques needed to build these systems.
(5081 views)
![Book cover: Optimal and Learning Control for Autonomous Robots](images/11492.jpg)
by Jonas Buchli, et al. - arXiv.org
The starting point is the formulation of of an optimal control problem and deriving the different types of solutions and algorithms from there. These lecture notes aim at supporting this unified view with a unified notation wherever possible.
(5894 views)
![Book cover: Reinforcement Learning: An Introduction](images/1825.jpg)
by Richard S. Sutton, Andrew G. Barto - The MIT Press
The book provides a clear and simple account of the key ideas and algorithms of reinforcement learning. It covers the history and the most recent developments and applications. The only necessary mathematical background are concepts of probability.
(27410 views)
![Book cover: Machine Learning for Designers](images/11831.jpg)
by Patrick Hebron - O'Reilly Media
This book introduces you to contemporary machine learning systems and helps you integrate machine-learning capabilities into your user-facing designs. Patrick Hebron explains how machine-learning applications can affect the way you design websites.
(7109 views)