Murray Patterson

1. Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences
   2021/09/12 by Sarwan Ali, Murray Patterson, Ali, Sarwan +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Genomics and Phylogenetic Studies #Fractal and DNA sequence analysis
2. Virus2Vec: Viral Sequence Classification Using Machine Learning
   2023/04/24 by Sarwan Ali, Ali, Sarwan, Babatunde Kazeem Bello +11 · 1 citation
   Computer Science · Immunology and Microbiology · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Rabies epidemiology and control #Virology and Viral Diseases
3. Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning
   2023/02/17 by Prakash Chourasia, Chourasia, Prakash, Taslim Murad +9 · 1 citation
   Computer Science · Medicine · #COVID-19 Digital Contact Tracing #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. A Universal Non-Parametric Approach For Improved Molecular Sequence Analysis
   2024/02/12 by Sarwan Ali, Ali, Sarwan, Tamkanat E. Ali +5 · 1 citation
   Chemistry · Biochemistry, Genetics and Molecular Biology · #Analytical Chemistry and Chromatography #Molecular spectroscopy and chirality #Metabolomics and Mass Spectrometry Studies
5. Reads2Vec: Efficient Embedding of Raw High-Throughput Sequencing Reads Data
   2022/11/15 by Prakash Chourasia, Sarwan Ali, Chourasia, Prakash +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #COVID-19 diagnosis using AI #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
6. Latent-Kernel Discrete Flow Maps for Few-Step Generation
   2026/07/29 by Mansoor Ahmed, Yue-Tsz Fan, Hemanth Venkateswara +1
   Computer Science · #cs.LG