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CVPR
2008
IEEE
15 years 4 months ago
Action recognition with motion-appearance vocabulary forest
In this paper we propose an approach for action recognition based on a vocabulary forest of local motionappearance features. Large numbers of features with associated motion vecto...
Krystian Mikolajczyk, Hirofumi Uemura
ICASSP
2010
IEEE
14 years 10 months ago
Language model adaptation using Random Forests
In this paper we investigate random forest based language model adaptation. Large amounts of out-of-domain data are used to grow the decision trees while very small amounts of in-...
Anoop Deoras, Frederick Jelinek, Yi Su
ACL
1990
14 years 11 months ago
Polynomial Time Parsing of Combinatory Categorial Grammars
In this paper we present a polynomial time parsing algorithm for Combinatory Categorial Grammar. The recognition phase extends the CKY algorithm for CFG. The process of generating...
K. Vijay-Shanker, David J. Weir
IDA
2007
Springer
15 years 3 months ago
Combining Bagging and Random Subspaces to Create Better Ensembles
Random forests are one of the best performing methods for constructing ensembles. They derive their strength from two aspects: using random subsamples of the training data (as in b...
Pance Panov, Saso Dzeroski
ISCC
2000
IEEE
15 years 2 months ago
A Tree Switching Protocol for Multicast State Reduction
In this paper, we propose a new Tree Switching Protocol (TSP) to reduce multicast routing states required for a forest of multicast trees. The protocol accomplishes this goal by s...
Filli Y. Y. Cheng, Rocky K. C. Chang