7 citations · 9 across the 5 of their papers we have counts for
5 papers
Human Activity Recognition using Smartphones
Mayur Sonawane, Sahil Rajesh Dhayalkar, Siddesh Waje +3
Human Activity Recognition is a subject of great research today and has its applications in remote healthcare, activity tracking of the elderly or the disables, calories burnt trac…
Benchmarking Toxic Molecule Classification using Graph Neural Networks and Few Shot Learning
Bhavya Mehta, Kush Kothari, Reshmika Nambiar +1
Traditional methods like Graph Convolutional Networks (GCNs) face challenges with limited data and class imbalance, leading to suboptimal performance in graph classification tasks…
Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study
Kush Kothari, Bhavya Mehta, Reshmika Nambiar +1
This survey paper presents a brief overview of recent research on graph data augmentation and few-shot learning. It covers various techniques for graph data augmentation, including…
Adversarial Attacks and Defences for Skin Cancer Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare +2
There has been a concurrent significant improvement in the medical images used to facilitate diagnosis and the performance of machine learning techniques to perform tasks such as c…
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare +1
The use of deep learning in computer vision tasks such as image classification has led to a rapid increase in the performance of such systems. Due to this substantial increment in…