1 citations · 2 across the 9 of their papers we have counts for
3 papers · 1 filter
Sequence-to-Image Transformation for Sequence Classification Using Rips Complex Construction and Chaos Game Representation
Sarwan Ali, Taslim Murad, Imdadullah Khan
Traditional feature engineering approaches for molecular sequence classification suffer from sparsity issues and computational complexity, while deep learning models often underper…
When do cheap embeddings beat protein language models? A theoretically-grounded hashing sketch for biological sequence classification
Sarwan Ali, Taslim Murad, Imdadullah Khan +1
\textbf{Motivation:} Pre-trained protein language models (PLMs) such as ESM-2 have become the default representation for biological sequence tasks, but they are computationally hea…
Sequence Analysis Using the Bezier Curve
Taslim Murad, Sarwan Ali, Murray Patterson
The analysis of sequences (e.g., protein, DNA, and SMILES string) is essential for disease diagnosis, biomaterial engineering, genetic engineering, and drug discovery domains. Conv…