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CORR
2002
Springer
95views Education» more  CORR 2002»
15 years 6 months ago
An Integrated Framework for Treebanks and Multilayer Annotations
Treebank formats and associated software tools are proliferating rapidly, with little consideration for interoperability. We survey a wide variety of treebank structures and opera...
Scott Cotton, Steven Bird
PRL
2000
62views more  PRL 2000»
15 years 6 months ago
Interactive initialization of the multilayer perceptron
A new multilayer preceptor initialization method is proposed and compared experimentally with a traditional random initialization method. An operator maps training-set vectors int...
Aistis Raudys
SOCO
2002
Springer
15 years 6 months ago
fXOR fuzzy logic networks
The study introduces a new class of fuzzy neurons and fuzzy neural networks exploiting a model of a generalized multivalued exclusive-OR (XOR) operation. The proposed neural archit...
Witold Pedrycz, Giancarlo Succi
MVA
2007
112views Computer Vision» more  MVA 2007»
15 years 6 months ago
Lane Detection and Tracking through Affine Rectification
Inversion of the perspective mapping in acquired images enables an autonomous vehicle to perform vision-based navigation tasks, such as obstacle detection. We present work on affi...
Qiang He, Chee-Hung Henry Chu
JC
2010
95views more  JC 2010»
15 years 5 months ago
Stochastic perturbations and smooth condition numbers
In this paper we dene a new condition number adapted to directionally uniform perturbations in a general framework of maps between Riemannian manifolds. The denitions and theorem...
Diego Armentano