113 citations · 171 across the 7 of their papers we have counts for
3 papers · 1 filter
Adversarial Classifier for Imbalanced Problems
Ehsan Montahaei, Mahsa Ghorbani, Mahdieh Soleymani Baghshah +1
Adversarial approach has been widely used for data generation in the last few years. However, this approach has not been extensively utilized for classifier training. In this paper…
MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks
Mahsa Ghorbani, Mahdieh Soleymani Baghshah, Hamid R. Rabiee
Graph embedding is an important approach for graph analysis tasks such as node classification and link prediction. The goal of graph embedding is to find a low dimensional represen…
Stock Price Prediction using Principle Components
Mahsa Ghorbani, Edwin K. P. Chong
The literature provides strong evidence that stock prices can be predicted from past price data. Principal component analysis (PCA) is a widely used mathematical technique for dime…