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» A Sequential Monte Carlo Method for Motif Discovery
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TSP
2008
91views more  TSP 2008»
13 years 11 months ago
A Sequential Monte Carlo Method for Motif Discovery
We propose a sequential Monte Carlo (SMC)-based motif discovery algorithm that can efficiently detect motifs in datasets containing a large number of sequences. The statistical di...
Kuo-ching Liang, Xiaodong Wang, Dimitris Anastassi...
NIPS
2001
14 years 16 days ago
Sequential Noise Compensation by Sequential Monte Carlo Method
We present a sequential Monte Carlo method applied to additive noise compensation for robust speech recognition in time-varying noise. The method generates a set of samples accord...
K. Yao, S. Nakamura
SEAL
2010
Springer
13 years 9 months ago
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
Karel Crombecq, Tom Dhaene
GI
2005
Springer
14 years 4 months ago
Reentry of Space Objects: Tracking and Classification with Sequential Monte Carlo Techniques
: A new approach of tracking and classification of space objects with sequential Monte Carlo methods and numerical integration techniques is given.
Felix Opitz