Login

Gong, Yihong

Machine Learning for Multimedia Content Analysis

Machine Learning for Multimedia Content Analysis

95,40€

PDF with Adobe DRM
ISBN: 9780387699424
DRM Restrictions

PrintingNot allowed
Copy to clipboardNot allowed

Table of contents

Part I.Unsupervised Learning

1. Introduction
2. Dimension Reduction
3. Data Clustering Techniques
Part II.Generative Graphical Models

4. Introduction of Graphical Models
5. Markov Chains and Monte Carlo Simulation
6. Markov Random Fields and Gibbs Sampling
7. Hidden Markov Models
8. Inference and Learning for General Graphical Models
Part III.Discriminative Graphical Models

9. Maximum Entropy Model and Conditional Random Field
10. Max-Margin Classifications

DRM-restrictions

Printing: not available
Clipboard copying: not available

Keywords: COMPUTERS / Computer Science COM014000

Author(s)
 
Publisher
Springer
Publication year
2008
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9780387699424

Similar titles