Thresholding in Learning Theory

Thresholding in Learning Theory

Adaptive Thresholding in Marine RADARs

In order to detect targets upon sea surface or near it, marine radars should be capable of distinguishing signals of target reflections from the sea clutter. Our proposed method in this paper relates to detection of dissimilar marine targets in an inhomogeneous environment with clutter and non-stationary noises, and is based on adaptive thresholding determination methods. The variance and t...

Consistent learning by composite proximal thresholding

adapt Bandura’s theory of visual learning processes in the Quran

The present study seeks to adapt Bandura’s theory of visual learning processes in the Quran. This theory is one of the most important theories in educational psychology. The main thrust of the present study, is, thus, to adapt visual learning processes in the Quran. More specifically, an attempt is made to determine which Quranic verses and conceptions correspond to the four visual learning pro...

Adaptive Thresholding in Structure Learning of a Bayesian Network

Thresholding a measure in conditional independence (CI) tests using a fixed value enables learning and removing edges as part of learning a Bayesian network structure. However, the learned structure is sensitive to the threshold that is commonly selected: 1) arbitrarily; 2) irrespective of characteristics of the domain; and 3) fixed for all CI tests. We analyze the impact on mutual information ...