3 papers
cs.LG2025
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…
q-bio.QM2025
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…
cs.NE2024
Neuromorphic Spiking Neural Network Based Classification of COVID-19 Spike Sequences
Taslim Murad, Prakash Chourasia, Sarwan Ali +2
The availability of SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) virus data post-COVID has reached exponentially to an enormous magnitude, opening research doors to…