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BMVC
1998
15 years 7 months ago
Choosing an Optimal Neural Network Size to aid a Search Through a Large Image Database
In this paper a fast method of selecting a neural network architecture for pattern recognition tasks is presented. We demonstrate that our proposed method of selecting both input ...
Kieron Messer, Josef Kittler
ICPR
2000
IEEE
15 years 10 months ago
A Theoretical Framework for Dynamic Classifier Selection
At present, the common operation mechanism of multiple classifier systems is the combination of classifier outputs. Recently, some researchers pointed out the potentialities of â€...
Giorgio Giacinto, Fabio Roli
ICML
1997
IEEE
15 years 10 months ago
Efficient Feature Selection in Conceptual Clustering
Feature selection has proven to be a valuable technique in supervised learning for improving predictive accuracy while reducing the number of attributes considered in a task. We i...
Mark Devaney, Ashwin Ram
GLOBECOM
2006
IEEE
16 years 11 days ago
Deployment Time Performance Optimization of Internet Services
—This paper introduces a novel deployment time optimization technology for Internet services. Using the configuration information collected from the operation environment, the pr...
Sang Jeong Lee, Kang-Won Lee, Kyung Dong Ryu, Jong...
ICIP
2001
IEEE
16 years 8 months ago
Prescient mode selection for robust video coding
In standard predictive video coders, intra-mode coding of macroblocks (MBs) provides packet loss resilience, at the cost of reduced compression efficiency. Conventional mode selec...
Rui Zhang, Shankar L. Regunathan, Kenneth Rose