NN4G is a constructive neural network for graphs defined in Micheli, Alessio. "Neural network for graphs: A contextual constructive approach." IEEE Transactions on Neural Networks 20.3 (2009): 498-511 ...

In this problem set, I made some subgraphs and some projected graphs from the main graph of the problem. Also, I calculated the Pearson correlation, which indiactes the linear relationship of two ...

With the development of both hardware and deep neural network technologies, tremendous improvements have been achieved in the performance of automatic emotion recognition (AER) based on the video data ...

In addition, most of the existing GNN-based methods ignore the temporal correlation of multivariate time series or use other modules to model the temporal correlation, failing to consider the ...