3 citations · 4 across the 3 of their papers we have counts for
4 papers
Robust Deep Graph Based Learning for Binary Classification
Minxiang Ye, Vladimir Stankovic, Lina Stankovic +1
Convolutional neural network (CNN)-based feature learning has become state of the art, since given sufficient training data, CNN can significantly outperform traditional methods fo…
Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models
M. Cosovic, T. Devaja, D. Bajovic +5
Lighting systems based on light-emitting diodes (LEDs) possess many benefits over their incandescent counterparts including longer lifespans, lower energy costs, better quality of…
Undirected graphs: is the shift-enabled condition trivial or necessary?
Liyan Chen, Samuel Cheng, Kanghang He +2
It has recently been shown that, contrary to the wide belief that a shift-enabled condition (necessary for any shift-invariant filter to be representable by a graph shift matrix) c…
Optimal detection and error exponents for hidden multi-state processes via random duration model approach
Dragana Bajović, Kanghang He, Lina Stanković +2
We study detection of random signals corrupted by noise that over time switch their values (states) from a finite set of possible values, where the switchings occur at unknown poin…