5 citations · 12 across the 35 of their papers we have counts for
4 papers · 1 filter
Nearest Neighbor CCP-Based Molecular Sequence Analysis
Sarwan Ali, Prakash Chourasia, Bipin Koirala +1
Molecular sequence analysis is crucial for comprehending several biological processes, including protein-protein interactions, functional annotation, and disease classification. Th…
Virus2Vec: Viral Sequence Classification Using Machine Learning
Sarwan Ali, Babatunde Bello, Prakash Chourasia +4
Understanding the host-specificity of different families of viruses sheds light on the origin of, e.g., SARS-CoV-2, rabies, and other such zoonotic pathogens in humans. It enables…
ViralVectors: Compact and Scalable Alignment-free Virome Feature Generation
Sarwan Ali, Prakash Chourasia, Zahra Tayebi +2
The amount of sequencing data for SARS-CoV-2 is several orders of magnitude larger than any virus. This will continue to grow geometrically for SARS-CoV-2, and other viruses, as ma…
Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence Classification
Sarwan Ali, Bikram Sahoo, Alexander Zelikovskiy +2
The rapid spread of the COVID-19 pandemic has resulted in an unprecedented amount of sequence data of the SARS-CoV-2 genome -- millions of sequences and counting. This amount of da…