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Optimized Tensor Decomposition and Principal Component Analysis Outperforming State-of-the-Art Methods When Analyzing Histone Modification Chromatin Immunoprecipitation Profiles

It is difficult to identify histone modification from datasets that contain high-throughput sequencing data. Although multiple methods have been developed to identify histone modification, most of these methods are not specific to histone modification but are general methods that aim to identify pro...

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Main Authors: Turki Turki, Sanjiban Sekhar Roy, Y.-H. Taguchi
Format: Artigo
Language:Inglês
Published: MDPI AG 2023-08-01
Series:Algorithms
Subjects:
tensor decomposition
principal component analysis
histone modification
feature selection
unsupervised learning
Online Access:https://www.mdpi.com/1999-4893/16/9/401
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