Rahul Ragesh

Analysis of Joints for Tracking Fitness and Monitoring Progress in Physiotherapy

2019

This paper proposes a framework to track the progress in angles and range of motion of joints in physiotherapy. Using a sensor, the 3D skeletal information of a subject undergoing the therapy is extracted. Using …

HeteGCN

2021

We consider the problem of learning efficient and inductive graph convolutional networks for text classification with a large number of examples and features. Existing state-of-the-art graph embedding based methods such as predictive text embedding (PTE) …

Simple Truncated SVD based Model for Node Classification on Heterophilic Graphs

2021 · Knowledge Discovery and Data Mining

Graph Neural Networks (GNNs) have shown excellent performance on graphs that exhibit strong homophily with respect to the node labels i.e. connected nodes have same labels. However, they perform poorly on heterophilic graphs. Recent approaches …