ICANN
13 years 2 months ago
2011 Springer 
Attribute importance measures for supervised learning are important for improving both learning accuracy and interpretability. However, it is well-known there could be bias when th...
ICANN
13 years 2 months ago
2011 Springer 
The definition of appropriate kernel functions is crucial for the performance of a kernel method. In many of the state-of-the-art kernels for trees, matching substructures are con...
ICANN
13 years 2 months ago
2011 Springer 
Abstract. We present a Bayesian translational model for matching patterns in data sets which have neither co-occurring samples nor variables, but only a similar experiment design d...
ICANN
13 years 2 months ago
2011 Springer 
The artificial neural networks that are used to recognize shapes typically use one or more layers of learned feature detectors that produce scalar outputs. By contrast, the comput...
ICANN
13 years 2 months ago
2011 Springer 
Mirror neurons are premotor neurons that are considered to play a role in goal-directed actions, action understanding and even social cognition. As one of the promising research ar...
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Neural Networks