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

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

15 / 15 papers shown

Title
DANCE: Deep Learning-Assisted Analysis of Protein Sequences Using Chaos Enhanced Kaleidoscopic Images Taslim Murad Prakash Chourasia Sarwan Ali Murray Patterson 28 3 0 10 Sep 2024
Beyond Accuracy: Measuring Representation Capacity of Embeddings to Preserve Structural and Contextual Information Sarwan Ali 37 0 0 20 Sep 2023
PCD2Vec: A Poisson Correction Distance-Based Approach for Viral Host Classification Sarwan Ali Taslim Murad Murray Patterson 29 0 0 13 Apr 2023
ViralVectors: Compact and Scalable Alignment-free Virome Feature Generation Sarwan Ali Prakash Chourasia Z. Tayebi B. Bello Murray Patterson 32 6 0 06 Apr 2023
BioSequence2Vec: Efficient Embedding Generation For Biological Sequences Sarwan Ali Usama Sardar Murray Patterson Imdadullah Khan 29 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 37 5 0 17 Feb 2023
Evaluating COVID-19 Sequence Data Using Nearest-Neighbors Based Network Model Sarwan Ali 24 5 0 19 Nov 2022
Informative Initialization and Kernel Selection Improves t-SNE for Biological Sequences Prakash Chourasia Sarwan Ali Murray Patterson 26 14 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 26 9 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 33 22 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 26 42 0 06 Jan 2022
Efficient Analysis of COVID-19 Clinical Data using Machine Learning Models Sarwan Ali Yijing Zhou M. Patterson OOD 24 32 0 18 Oct 2021
Spike2Vec: An Efficient and Scalable Embedding Approach for COVID-19 Spike Sequences Sarwan Ali M. Patterson 21 46 0 12 Sep 2021
A k-mer Based Approach for SARS-CoV-2 Variant Identification Sarwan Ali Bikram Sahoo N. Ullah Alexander Zelikovskiy M. Patterson Imdadullah Khan 67 39 0 07 Aug 2021
Detecting DDoS Attack on SDN Due to Vulnerabilities in OpenFlow Sarwan Ali Maria K. Alvi S. Faizullah Muhammad Asad Khan Abdullah Alshanqiti Imdadullah Khan 31 35 0 27 Dec 2019