Understanding Complex Datasets: Data Mining with Matrix Decompositions
Many data-mining algorithms were developed for the world of business, for
example for customer relationship management. The datasets in this environment,
although large, are simple in the sense that a customer either did or
did not buy three widgets, or did or did not fly from Chicago to Albuquerque.
Fundamentals of Digital Imaging in Medicine
There was a time not so long ago, well within the memory of many of us, when medical
imaging was an analog process in which X-rays, or reflected ultrasound signals,
exiting from a patient were intercepted by a detector, and their intensity depicted as
bright spots on a fluorescent screen or dark areas in a photographic film. The...
Computer Vision Beyond the Visible Spectrum (Advances in Pattern Recognition) Recently, there has been a dramatic increase in the use of sensors in the non-visible bands. As a result, there is a need for existing computer vision methods and algorithms to be adapted for use with non-visible sensors, or for the development of completely new methods and systems. Computer Vision Beyond the Visible Spectrum is...
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