Search Results for author: Tanzima Z. Islam

Found 2 papers, 0 papers with code

Novel Representation Learning Technique using Graphs for Performance Analytics

no code implementations19 Jan 2024 Tarek Ramadan, Ankur Lahiry, Tanzima Z. Islam

Existing Machine Learning (ML) techniques leverage the correlations among features given tabular datasets, not leveraging the relationships between samples directly.

Feature Engineering Representation Learning

Comparative Code Structure Analysis using Deep Learning for Performance Prediction

no code implementations12 Feb 2021 Nathan Pinnow, Tarek Ramadan, Tanzima Z. Islam, Chase Phelps, Jayaraman J. Thiagarajan

Performance analysis has always been an afterthought during the application development process, focusing on application correctness first.

Cannot find the paper you are looking for? You can Submit a new open access paper.