133 search results - page 3 / 27 » A Theoretical Analysis of Bagging as a Linear Combination of... |
CIVR
2007
Springer
13 years 12 months ago
2007
Springer
In this paper, a kernel-based method for multi-object retrieval in large image database is presented. First, our approach exploits a fuzzy region segmentation approach in order to...
MCS
2007
Springer
13 years 12 months ago
2007
Springer
Abstract. A new theoretical framework for the analysis of linear combiners is presented in this paper. This framework extends the scope of previous analytical models, and provides ...
ICML
2000
IEEE
14 years 6 months ago
2000
IEEE
Although Bayesian model averaging is theoretically the optimal method for combining learned models, it has seen very little use in machine learning. In this paper we study its app...
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
Many modern visual recognition algorithms incorporate a step of spatial `pooling', where the outputs of several nearby feature detectors are combined into a local or global `...
DRR
2009
13 years 3 months ago
2009
We investigate in this paper the combination of DBN (Dynamic Bayesian Network) classifiers, either independent or coupled, for the recognition of degraded characters. The independ...