772 search results - page 3 / 155 » Learning and Classification of Complex Dynamics |
132
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Codebook-based representations are widely employed in the classification of complex objects such as images and documents. Most previous codebook-based methods construct a single c...
148
Voted
SOCIALCOM
2010
15 years 19 days ago
2010
A representation of the World Wide Web as a directed graph, with vertices representing web pages and edges representing hypertext links, underpins the algorithms used by web search...
118
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
In this paper, we propose a general framework for fusing bottom-up segmentation with top-down object behavior classification over an image sequence. This approach is beneficial fo...
128
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We obtain a tight distribution-specific characterization of the sample complexity of large-margin classification with L2 regularization: We introduce the -adapted-dimension, which...
130
Voted
IDA
2002
Springer
15 years 2 months ago
2002
Springer
Most classification methods are based on the assumption that the data conforms to a stationary distribution. However, the real-world data is usually collected over certain periods...