mlsanityData to 14 Oct 2026

Application of Markov Structure of Genomes to Outlier Identification and Read Classification

arXiv 2112.13117 ↗First posted 24 Dec 2021q-bio.GN cs.LG stat.MLcited by 2

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Abstract (arXiv)

In this paper we apply the structure of genomes as second-order Markov processes specified by the distributions of successive triplets of bases to two bioinformatics problems: identification of outliers in genome databases and read classification in metagenomics, using real coronavirus and adenovirus data.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 1 of its 25 references that are in the map. First posted on arXiv 24 Dec 2021.

Builds on

1 of 25 references.

References · 1

  1. 2017Wild Patterns: Ten Years After the Rise of Adversarial Machine Learningcited by 414

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2022: 1; 2023: 0; 2024: 0; 2025: 0; 2026: 1.

2 papers.