Visualizing Time Series with Gramian Angular Fields (GAF)
Learn how to transform one-dimensional time series data into images using Gramian Angular Fields (GAF) to leverage the power of Convolutional Neural Networks (CNNs) for time series classification.
Jul 23, 2025
FOGSense
A novel Freezing of Gait detection system for Parkinson’s disease patients utilizing Gramian Angular Field transformations and federated deep learning with wearable sensors data. The system achieves 86.99% accuracy with multi-channel CNN processing of accelerometer data.
Apr 1, 2025
Coding Problem Solving
Solving coding problems using programming languages
Oct 24, 2024
Phylogenetic Tree
Thesis project. Contributed a dataset for bioinformatics.
Jan 1, 2021