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Found 3 papers, 2 papers with code
A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
Haplotype assembly and viral quasispecies reconstruction are challenging tasks concerned with analysis of genomic mixtures using sequencing data.
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder
Identification of the type of communication technology and/or modulation scheme based on detected radio signal are challenging problems encountered in a variety of applications including spectrum allocation and radio interference mitigation.
A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction
Reconstructing components of a genomic mixture from data obtained by means of DNA sequencing is a challenging problem encountered in a variety of applications including single individual haplotyping and studies of viral communities.
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