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08/21/2020
Coloring panchromatic nighttime satellite images: Elastic maps vs. kernel smoothing and multivariate regression approach
Artificial light-at-night (ALAN), emitted from the ground and visible fr...
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11/11/2018
Correction of AI systems by linear discriminants: Probabilistic foundations
Artificial Intelligence (AI) systems sometimes make errors and will make...
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05/03/2018
How deep should be the depth of convolutional neural networks: a backyard dog case study
We present a straightforward non-iterative method for shallowing of deep...
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05/20/2016
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning
Most of machine learning approaches have stemmed from the application of...
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02/11/2013
Geometrical complexity of data approximators
There are many methods developed to approximate a cloud of vectors embed...
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10/22/2012