Robust Representation and Efficient Feature Selection Allows for
Effective Clustering of SARS-CoV-2 Variants

Robust Representation and Efficient Feature Selection Allows for Effective Clustering of SARS-CoV-2 Variants

18 October 2021

Sarwan Ali

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Papers citing "Robust Representation and Efficient Feature Selection Allows for Effective Clustering of SARS-CoV-2 Variants"

14 / 14 papers shown

Title
Breaking the Euclidean Barrier: Hyperboloid-Based Biological Sequence Analysis Sarwan Ali Haris Mansoor Murray Patterson 4 0 0 01 Oct 2025
DANCE: Deep Learning-Assisted Analysis of Protein Sequences Using Chaos Enhanced Kaleidoscopic Images Taslim Murad Prakash Chourasia Sarwan Ali I. Khan Murray Patterson 137 4 0 10 Sep 2024
Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information Sarwan Ali 90 0 0 20 Sep 2023
PCD2Vec: A Poisson Correction Distance-Based Approach for Viral Host Classification Sarwan Ali Taslim Murad Murray Patterson 72 1 0 13 Apr 2023
ViralVectors: Compact and Scalable Alignment-free Virome Feature Generation Sarwan Ali Prakash Chourasia Z. Tayebi B. Bello Murray Patterson 95 6 0 06 Apr 2023
BioSequence2Vec: Efficient Embedding Generation For Biological Sequences Sarwan Ali Usama Sardar Murray Patterson Imdadullah Khan 81 1 0 01 Apr 2023
Efficient Classification of SARS-CoV-2 Spike Sequences Using Federated Learning Prakash Chourasia Taslim Murad Z. Tayebi Sarwan Ali Imdadullah Khan Murray Patterson FedML 87 5 0 17 Feb 2023
Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model Sarwan Ali 106 6 0 19 Nov 2022
Informative Initialization and Kernel Selection Improves t-SNE for Biological Sequences Prakash Chourasia Sarwan Ali Murray Patterson 74 15 0 16 Nov 2022
Reads2Vec: Efficient Embedding of Raw High-Throughput Sequencing Reads Data Prakash Chourasia Sarwan Ali Simone Ciccolella G. D. Vedova Murray Patterson 72 10 0 15 Nov 2022
Efficient Approximate Kernel Based Spike Sequence Classification Sarwan Ali Bikram Sahoo Muhammad Asad Khan A. Zelikovsky Imdadullah Khan Murray Patterson AI4TS 78 23 0 11 Sep 2022
PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences Sarwan Ali B. Bello Prakash Chourasia Ria Thazhe Punathil Yijing Zhou M. Patterson 79 45 0 06 Jan 2022
Efficient Analysis of COVID-19 Clinical Data using Machine Learning Models Sarwan Ali Yijing Zhou M. Patterson OOD 121 32 0 18 Oct 2021
Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences Sarwan Ali M. Patterson 120 47 0 12 Sep 2021