3 papers
cs.LG2020
Learning from Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding
Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals +1
In this paper, the problem of training a classifier on a dataset with incomplete features is addressed. We assume that different subsets of features (random or structured) are avai…
q-bio.QM2018
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach
Jordi Sole-Casals, Cesar F. Caiafa, Qibin Zhao +1
One of the current issues in Brain-Computer Interface is how to deal with noisy Electroencephalography measurements organized as multidimensional datasets. On the other hand, recen…
physics.soc-ph2018
Dynamical phase diagrams of a love capacity constrained prey-predator model
P. Toranj Simin, G. R. Jafari, M. Ausloos +5
One interesting question in love relationships is: finally, what and when is the end of this love relationship? Using a prey-predator Verhulst-Lotka-Volterra (VLV) model we imply c…