R Paffenroth, P Du Toit, R Nong… - IEEE Journal of …, 2013 - ieeexplore.ieee.org
A theory and algorithm for detecting and classifying weak, distributed patterns in network data is presented. The patterns we consider are anomalous temporal correlations between …
In this paper, we demonstrate how deep autoencoders can be generalized to the case of inpainting and denoising, even when no clean training data is available. In particular, we …
In this paper we describe an approach for the detection and classication of weak, distributed patterns in sensor networks. Of course, before one can begin development of a pattern …
Y Zhao, B Zheng, S Chen - Journal of Electronics (China), 2013 - Springer
Matrix completion is the extension of compressed sensing. In compressed sensing, we solve the underdetermined equations using sparsity prior of the unknown signals. However, in …