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» Induction in Noisy Domains
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ENC
2006
IEEE
15 years 5 months ago
Cleaning Training-Datasets with Noise-Aware Algorithms
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
H. Jair Escalante
IEEECGIV
2006
IEEE
15 years 5 months ago
On Choosing Wavelet Resolution in Image Deblurring
In wavelet deblurring of noisy images the finest resolution levels are key parameters which require fine tuning. In this paper we present a blockwise thresholding rule in the Fo...
Laurent Cavalier, Marc Raimondo
BILDMED
2007
15 years 1 months ago
Separate CT-Reconstruction for Orientation and Position Adaptive Wavelet Denoising
The projection data measured in computed tomography (CT) and, consequently, the slices reconstructed from these data are noisy. For a reliable diagnosis and subsequent image proces...
Anja Borsdorf, Rainer Raupach, Joachim Hornegger
ACL
2006
15 years 1 months ago
Clavius: Bi-Directional Parsing for Generic Multimodal Interaction
We introduce a new multi-threaded parsing algorithm on unification grammars designed specifically for multimodal interaction and noisy environments. By lifting some traditional co...
Frank Rudzicz
IJCAI
1997
15 years 1 months ago
Noise-Tolerant Windowing
Windowing has been proposed as a procedure for efficient memory use in the ID3 decision tree learning algorithm. However, it was shown that it may often lead to a decrease in perf...
Johannes Fürnkranz