Search Results for author: Tamkanat E Ali

Found 1 papers, 0 papers with code

A Universal Non-Parametric Approach For Improved Molecular Sequence Analysis

no code implementations12 Feb 2024 Sarwan Ali, Tamkanat E Ali, Prakash Chourasia, Murray Patterson

In this work, we present a novel approach based on the compression-based Model, motivated from \cite{jiang2023low}, which combines the simplicity of basic compression algorithms like Gzip and Bz2, with Normalized Compression Distance (NCD) algorithm to achieve better performance on classification tasks without relying on handcrafted features or pre-trained models.

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