<b>A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making decisions.</b><p>Most tasks require a person or an automated system to reason—to reach conclusions based on available information. The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality. </p><p><i>Probabilistic Graphical Models</i> discusses a variety of models, spanning B
Pris: kr 1479.00 fra Norli
Butikk | Pris | |
---|---|---|
kr 1479.00 | Besøk butikk |
<P><EM>Discover New Methods for Dealing with High-Dimensional Data</EM></P><br/><br/><P></P><br/><br/><P>A sparse statistical model has only a small number of nonzero parameters or weights;...
kr 529.00
Mer informasjon
<b>An introduction to the techniques and algorithms of the newest field in robotics.</b><p>Probabilistic robotics is a new and growing area in robotics, concerned with perception and control in the face of uncertainty. Building on the...
kr 1239.00
Mer informasjon
This book describes an array of power tools for data analysis that are based on nonparametric regression and smoothing techniques. These methods relax the linear assumption of many standard models and allow analysts to uncover structure in the data that...
kr 1879.00
Mer informasjon
The relationship between verbs and their arguments is a widely debated topic in linguistics. This comprehensive 2005 survey explores this important research area, discussing theories of how a verb's semantics can determine the morphosyntactic realization...
kr 629.00
Mer informasjon