1.4k citations · 5.9k across the 68 of their papers we have counts for
4 papers · 2 filters
Feature Learning from Incomplete EEG with Denoising Autoencoder
Junhua Li, Zbigniew Struzik, Liqing Zhang +1
An alternative pathway for the human brain to communicate with the outside world is by means of a brain computer interface (BCI). A BCI can decode electroencephalogram (EEG) signal…
Canonical Polyadic Decomposition with Auxiliary Information for Brain Computer Interface
Junhua Li, Chao Li, Andrzej Cichocki
Physiological signals are often organized in the form of multiple dimensions (e.g., channel, time, task, and 3D voxel), so it is better to preserve original organization structure…
Bayesian Robust Tensor Factorization for Incomplete Multiway Data
Qibin Zhao, Guoxu Zhou, Liqing Zhang +2
We propose a generative model for robust tensor factorization in the presence of both missing data and outliers. The objective is to explicitly infer the underlying low-CP-rank ten…
Multi-tensor Completion for Estimating Missing Values in Video Data
Chao Li, Lili Guo, Andrzej Cichocki
Many tensor-based data completion methods aim to solve image and video in-painting problems. But, all methods were only developed for a single dataset. In most of real applications…